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dotfiles/.claude/projects/-Users-steve-briggs-projects-operations-services-televibe/526f3010-aee1-4ad2-a0d1-6311d8551695.jsonl
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2026-05-22 15:54:54 -04:00

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{"parentUuid":"1f82aade-8c64-4d6f-b514-233762c69c53","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01XiZeo5RRUWhJAmhnCkDeCd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013d8RFD3m57DByGwciqwGiU","name":"Agent","input":{"description":"Explore televibe architecture for reputation feature","subagent_type":"Explore","prompt":"I'm designing a \"reputation score\" feature for the televibe service at /Users/steve.briggs/projects/operations/services/televibe/. Goal is to understand enough about the current design to discuss storage and metrics options with the user.\n\nSpecifically, please report back concisely (under 400 words) on:\n\n1. What televibe does — one-paragraph summary of its purpose based on main.go, config.go, and the watcher/evaluator packages.\n2. How the risk assessment / evaluator currently works — what inputs does it take (user identity? ticket? description?), what does it output (score? approve/reject? Teleport action?), and where does that output go.\n3. The watcher — is it polling Teleport access requests? Listening to events?\n4. Any existing persistence — does televibe currently read/write state anywhere (DB, file, in-memory only)? This is the critical question for storage design.\n5. Any existing metrics/telemetry — does it already emit OpenTelemetry, Prometheus, structured logs, etc? List what's there.\n6. How the user is identified in a request (email? UUID? Teleport username?).\n\nJust exploration — no code changes. Report file paths with line numbers where relevant so I can jump to specifics later."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2648,"cache_read_input_tokens":26160,"output_tokens":517,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2648},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":517,"cache_read_input_tokens":26160,"cache_creation_input_tokens":2648,"cache_creation":{"ephemeral_5m_input_tokens":2648,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLrk7ip65dkv48M3E8Tw","type":"assistant","uuid":"16b67779-335f-4e0e-b43a-896ab2de3509","timestamp":"2026-04-23T14:26:54.795Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"16b67779-335f-4e0e-b43a-896ab2de3509","isSidechain":false,"promptId":"d8dfd02f-79f4-4acc-9e41-734528093790","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013d8RFD3m57DByGwciqwGiU","type":"tool_result","content":[{"type":"text","text":"Excellent. Now I have a complete picture. Let me provide a concise summary:\n\n---\n\n## Televibe Architecture Summary\n\n**Purpose (main.go, config.go, evaluator/):**\nTelevibe is a security risk evaluator for Teleport access requests. It streams pending access requests from Teleport, uses Claude (via Anthropic API or AWS Bedrock) to assign a risk score and risk level based on JIRA ticket presence and description quality, and logs the assessment. It runs as a long-lived daemon that continuously monitors and evaluates access requests in real time.\n\n**Risk Assessment / Evaluator (evaluator.go):**\n- **Inputs:** User identity (string), roles (string array), and request reason text (searched for JIRA ticket patterns)\n- **Output:** `Assessment` struct containing risk_score (1–10 integer), risk_level (\"low\"/\"medium\"/\"high\"), description_quality, JIRA ticket details, and reasoning. Rules: 1–3 (low) requires both ticket AND clear description; 4–6 (medium) has one but not both; 7–10 (high) lacks both.\n- **Destination:** Currently logged only via slog JSON to stdout (main.go:76–86). No persistence, no Teleport action sent back, no external storage.\n\n**Watcher (watcher.go):**\n**Event-driven streaming (not polling).** Creates a Teleport watcher (watcher.go:74–80) that listens for `OpPut` events and filters to only `PENDING` state access requests (line 106). Reconnects automatically on failure with 5-second backoff (line 14). Routes requests through buffered channel (capacity 32, line 37).\n\n**Persistence:**\n**None.** No database, cache, file storage, or in-memory state. Each evaluation is evaluated independently and logged; there is no record kept. The assessment result is not stored or acted upon—it's only logged and discarded.\n\n**Telemetry/Metrics:**\n**Minimal.** Uses only structured JSON logging via slog (main.go:20). Go.mod includes OpenTelemetry dependencies (line 52–60) but they are **not imported or used in the code**. No Prometheus metrics, no custom instrumentation, no event exports.\n\n**User Identification:**\n**Teleport username** (extracted as `User` from the Teleport AccessRequest; see watcher.go:125). Not email, not UUID—the Teleport credential identity.\n\n---\n\n**Key for reputation score design:** The current system evaluates requests ephemerally and discards results. To add reputation scoring, you'd need to (1) persist assessments (database/cache with user + timestamp), (2) aggregate historical scores, (3) decide where to store reputation state (new table? Redis? in-memory with durability?), and (4) optionally feed aggregated reputation back into Claude's context to influence future evaluations."}]}]},"uuid":"aa9faa3c-d5b2-44a2-81eb-4db72691f59e","timestamp":"2026-04-23T14:27:18.727Z","toolUseResult":{"status":"completed","prompt":"I'm designing a \"reputation score\" feature for the televibe service at /Users/steve.briggs/projects/operations/services/televibe/. Goal is to understand enough about the current design to discuss storage and metrics options with the user.\n\nSpecifically, please report back concisely (under 400 words) on:\n\n1. What televibe does — one-paragraph summary of its purpose based on main.go, config.go, and the watcher/evaluator packages.\n2. How the risk assessment / evaluator currently works — what inputs does it take (user identity? ticket? description?), what does it output (score? approve/reject? Teleport action?), and where does that output go.\n3. The watcher — is it polling Teleport access requests? Listening to events?\n4. Any existing persistence — does televibe currently read/write state anywhere (DB, file, in-memory only)? This is the critical question for storage design.\n5. Any existing metrics/telemetry — does it already emit OpenTelemetry, Prometheus, structured logs, etc? List what's there.\n6. How the user is identified in a request (email? UUID? Teleport username?).\n\nJust exploration — no code changes. Report file paths with line numbers where relevant so I can jump to specifics later.","agentId":"a71ca49e9a9d25f98","agentType":"Explore","content":[{"type":"text","text":"Excellent. Now I have a complete picture. Let me provide a concise summary:\n\n---\n\n## Televibe Architecture Summary\n\n**Purpose (main.go, config.go, evaluator/):**\nTelevibe is a security risk evaluator for Teleport access requests. It streams pending access requests from Teleport, uses Claude (via Anthropic API or AWS Bedrock) to assign a risk score and risk level based on JIRA ticket presence and description quality, and logs the assessment. It runs as a long-lived daemon that continuously monitors and evaluates access requests in real time.\n\n**Risk Assessment / Evaluator (evaluator.go):**\n- **Inputs:** User identity (string), roles (string array), and request reason text (searched for JIRA ticket patterns)\n- **Output:** `Assessment` struct containing risk_score (1–10 integer), risk_level (\"low\"/\"medium\"/\"high\"), description_quality, JIRA ticket details, and reasoning. Rules: 1–3 (low) requires both ticket AND clear description; 4–6 (medium) has one but not both; 7–10 (high) lacks both.\n- **Destination:** Currently logged only via slog JSON to stdout (main.go:76–86). No persistence, no Teleport action sent back, no external storage.\n\n**Watcher (watcher.go):**\n**Event-driven streaming (not polling).** Creates a Teleport watcher (watcher.go:74–80) that listens for `OpPut` events and filters to only `PENDING` state access requests (line 106). Reconnects automatically on failure with 5-second backoff (line 14). Routes requests through buffered channel (capacity 32, line 37).\n\n**Persistence:**\n**None.** No database, cache, file storage, or in-memory state. Each evaluation is evaluated independently and logged; there is no record kept. The assessment result is not stored or acted upon—it's only logged and discarded.\n\n**Telemetry/Metrics:**\n**Minimal.** Uses only structured JSON logging via slog (main.go:20). Go.mod includes OpenTelemetry dependencies (line 52–60) but they are **not imported or used in the code**. No Prometheus metrics, no custom instrumentation, no event exports.\n\n**User Identification:**\n**Teleport username** (extracted as `User` from the Teleport AccessRequest; see watcher.go:125). Not email, not UUID—the Teleport credential identity.\n\n---\n\n**Key for reputation score design:** The current system evaluates requests ephemerally and discards results. To add reputation scoring, you'd need to (1) persist assessments (database/cache with user + timestamp), (2) aggregate historical scores, (3) decide where to store reputation state (new table? Redis? in-memory with durability?), and (4) optionally feed aggregated reputation back into Claude's context to influence future evaluations."}],"totalDurationMs":23930,"totalTokens":28479,"totalToolUseCount":12,"usage":{"input_tokens":5,"cache_creation_input_tokens":895,"cache_read_input_tokens":26900,"output_tokens":679,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":895},"inference_geo":"","iterations":[{"input_tokens":5,"output_tokens":679,"cache_read_input_tokens":26900,"cache_creation_input_tokens":895,"cache_creation":{"ephemeral_5m_input_tokens":895,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":6,"searchCount":0,"bashCount":6,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"16b67779-335f-4e0e-b43a-896ab2de3509","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"35a9f678-8847-4f8a-8c70-63a05f33c10b","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01EWL5DGiJByf7eZf36P1b5e","type":"message","role":"assistant","content":[{"type":"text","text":"Sir Charles of St Cheese, here's the lay of the land and some options. Televibe today is purely ephemeral — it streams pending access requests, asks Claude for a 1–10 risk score, logs the JSON, and moves on. No state, no Teleport write-back, no metrics. So reputation is a net-new persistence concern on top of a service that currently has none.\n\n## How to accomplish it\n\nThe evaluator already gives you the signal you need: `risk_score` (1–10) and a boolean-ish view of \"has ticket\" + \"description quality\". A straightforward shape:\n\n1. After each evaluation in `internal/evaluator/evaluator.go`, derive a delta from the assessment (e.g. `good`: score ≤ 3 → +1; `bad`: score ≥ 7 → −2; medium → 0 or small decay).\n2. Apply the delta to a per-user running score in a store, clamped to a range (say −20…+20, starting at 0).\n3. In the watcher/main loop, before (or instead of) just logging, look up the user's current reputation. If below the threshold, take an action on the Teleport request — today that means calling Teleport's `SetAccessRequestState` to force it to stay pending / require manual approval, or annotating it with a note so the approver sees \"low reputation: manual review required\".\n4. A nightly or per-request decay (exponential or linear) so one bad week doesn't brand someone forever.\n\nOne design choice worth flagging: today televibe only observes; it doesn't act on Teleport. Gating on reputation means televibe now becomes an approver/denier, which is a meaningful expansion of its blast radius. Might be worth splitting \"compute reputation\" (safe, observational) from \"enforce reputation\" (gating) as separate phases/flags.\n\n## Storage options\n\nListed roughly in order of cheapest to most operationally serious:\n\n- **SQLite on a persistent volume** — one file, zero infra, perfect for a single-replica daemon. Trivial to back up. Downside: you're pinned to one pod, harder to scale horizontally.\n- **BoltDB / bbolt** — pure-Go embedded KV, no CGo like SQLite. Very much in your \"standard-library-ish\" comfort zone. Same single-replica caveat.\n- **Postgres / RDS** — if televibe will ever run more than one replica, or you want other tools (dashboards, ad-hoc SQL) to read the reputation table. Immuta already runs Postgres everywhere. Heaviest lift.\n- **DynamoDB** — single-digit-ms reads, per-user PK, TTL built in for decay. Good fit if this runs in AWS. Costs scale with request volume, which here is tiny.\n- **Redis / ElastiCache** — fast, but you'd want AOF/RDB persistence since this is authoritative data, not a cache. Natural fit for INCRBY-style score updates.\n- **Teleport user labels / traits** — arguably the most \"native\" option: store the reputation as a trait on the Teleport user. No new infra, the score travels with the identity, and manual reviewers can see it. Downside: writes against Teleport's API, rate limits, and you're bending Teleport's data model a bit.\n\nMy recommendation: **SQLite (or bbolt) to start**, with a thin repository interface so you can swap to Postgres/Dynamo later without rewriting the evaluator. Matches the current \"single daemon\" footprint and keeps the operational surface near zero.\n\n## OTel → Datadog — yes, but not as the source of truth\n\nShort answer: yes, televibe can absolutely export metrics to an OTel collector and have Datadog pick them up. The OTel deps are already in `go.mod` but unused — wiring up an OTLP exporter pointed at your collector is ~30 lines. Natural metrics to emit:\n\n- `televibe.assessment.risk_score` (histogram, tagged by `user`, `risk_level`, `has_ticket`)\n- `televibe.reputation.score` (gauge, tagged by `user`)\n- `televibe.reputation.delta` (counter, tagged by `reason`)\n- `televibe.request.gated` (counter, tagged by `user`, `action`)\n\nThat gives you great dashboards and alerting (\"alert when any user's reputation drops below −10\", \"top 10 worst offenders this week\").\n\n**But** — don't use Datadog/OTel as the *authoritative* store for the reputation score. Metrics pipelines are lossy, sampled, eventually consistent, and high-cardinality per-user gauges get expensive fast in Datadog. Reading a metric back at request-evaluation time to decide \"does this request need manual approval?\" is an anti-pattern: you'd be making an authz decision off a system designed for observability. Keep the source of truth in a real store, and **mirror** the derived state to OTel for humans.\n\nOne more cardinality wrinkle: tagging every metric with `user` will blow up Datadog custom-metric costs if you have many distinct users. You may want to emit the per-user gauge only for users currently below the threshold, and keep aggregate metrics (histogram of all scores, counter of gated requests) untagged.\n\nWant me to sketch the schema + interface for the storage layer, or prototype the OTel wiring first?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1476,"cache_read_input_tokens":28808,"output_tokens":2300,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1476},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2300,"cache_read_input_tokens":28808,"cache_creation_input_tokens":1476,"cache_creation":{"ephemeral_5m_input_tokens":1476,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLrnhxQGQrFQgTsCNs5C","type":"assistant","uuid":"4a95341a-e058-4dc6-9bed-c33fe3efc6a0","timestamp":"2026-04-23T14:28:00.205Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"10532dd2-36a9-4aec-a9c9-b57aba4670f6","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_011tQn9DWaNgWmoutNFpD7tE","type":"message","role":"assistant","content":[{"type":"text","text":"Good call on manual-only for now, Sir Charles — computing and publishing reputation without acting on it gives you a full debugging cycle before televibe ever touches an approval decision.\n\nHere's what that shape looks like concretely. Before I start writing code, I want to nail down a few defaults so we're aligned:\n\n## Proposed shape\n\n**Trait name & format.** Teleport traits are `map[string][]string`, so I'd suggest:\n- `reputation_score` → `[\"0\"]` (single-element slice holding the current int)\n- `reputation_updated_at` → `[\"2026-04-23T14:00:00Z\"]`\n- `reputation_last_delta` → `[\"-2\"]` (for approver visibility)\n\nTraits show up in the Teleport UI on the user object, and approvers can see them when reviewing the request.\n\n**Delta function (first pass):**\n| Risk level | Has ticket | Clear description | Delta |\n|---|---|---|---|\n| low (1–3) | yes | yes | +1 |\n| medium (4–6) | one of | one of | 0 |\n| high (7–10) | no | no | −2 |\n\nClamped to `[-20, +20]`, starts at `0` on first sighting.\n\n**Decay:** skip for v1 — easier to reason about during testing. Add it once we see real data.\n\n**Flow inside the service:**\n1. `evaluator` returns the assessment (unchanged).\n2. New `reputation` package: reads current trait via Teleport client → computes delta → writes new trait value back. Idempotent on Teleport username.\n3. OTel meter emits: `televibe.assessment.risk_score` (histogram), `televibe.reputation.score` (gauge per user), `televibe.reputation.delta` (counter, tagged by reason).\n4. **No** call to `SetAccessRequestState` — we log the assessment + reputation, approver decides manually.\n\n## Things I need you to confirm / decide\n\n1. **Teleport permissions.** Does the identity in `identity.file` currently have `user.update` / `user.read`? Writing traits needs it and watching access requests doesn't, so this is the likely snag. If not, we'll need to extend the role it's bound to.\n2. **OTLP endpoint.** Where's the OTel collector televibe should ship to — env var `OTEL_EXPORTER_OTLP_ENDPOINT`, a fixed hostname in config, or something running as a sidecar?\n3. **Metric cardinality.** OK to tag the per-user `reputation.score` gauge with `user` for now (tiny population, testing only), and we revisit before prod?\n4. **Delta table above** — happy with those numbers, or want them tunable via config from day one?\n\nOnce those four are answered I'll plan the code changes (probably `internal/reputation/`, OTel bootstrap in `main.go`, wiring through the watcher loop) and implement."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":2338,"cache_read_input_tokens":30284,"output_tokens":1847,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2338},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":1847,"cache_read_input_tokens":30284,"cache_creation_input_tokens":2338,"cache_creation":{"ephemeral_5m_input_tokens":2338,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLs2j8zAtdnCxdWubGfz","type":"assistant","uuid":"f6e03ff3-f19e-4440-aba4-fbb4d7172d10","timestamp":"2026-04-23T14:31:01.434Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"f9a46069-a07c-47a1-a695-6fc908bb2321","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":"1. yes, 2. the OTLP endpoint configuration should use the env var, typically on localhost:4317 but if no env var is set just disable OTLP shipping. 3. yes that is fine. 4. the deltas look good but lets make them tunable via configuration"},"uuid":"e100bab8-b502-462b-9ec7-477bbd32c3ac","timestamp":"2026-04-23T14:32:49.925Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"98521b8b-7962-498b-bd35-8b4e1f0f8118","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"text","text":"Great. Let me read the current code to ground the implementation, then plan and build."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"fcd29097-f7be-4f46-a6d2-f0ef38a9eed4","timestamp":"2026-04-23T14:32:55.658Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"c57706cc-bff9-43f3-a3cf-70214c4c54b4","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MSQB7LJG3dVTT7td4UptSg","type":"tool_result","content":"1\tpackage main\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"log/slog\"\n6\t\t\"os\"\n7\t\t\"os/signal\"\n8\t\t\"syscall\"\n9\t\n10\t\t\"github.com/anthropics/anthropic-sdk-go\"\n11\t\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n12\t\t\"github.com/anthropics/anthropic-sdk-go/option\"\n13\t\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n14\t\t\"github.com/immuta/operations/services/televibe/internal/config\"\n15\t\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n16\t\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n17\t)\n18\t\n19\tfunc main() {\n20\t\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n21\t\n22\t\tcfg, err := config.Load()\n23\t\tif err != nil {\n24\t\t\tlogger.Error(\"configuration error\", \"error\", err)\n25\t\t\tos.Exit(1)\n26\t\t}\n27\t\n28\t\tvar anthropicClient anthropic.Client\n29\t\tswitch cfg.LLMProvider {\n30\t\tcase config.ProviderBedrock:\n31\t\t\topts := []func(*awsconfig.LoadOptions) error{}\n32\t\t\tif cfg.BedrockRegion != \"\" {\n33\t\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n34\t\t\t}\n35\t\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n36\t\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n37\t\tdefault:\n38\t\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n39\t\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n40\t\t}\n41\t\n42\t\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n43\t\n44\t\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n45\t\tdefer cancel()\n46\t\n47\t\tw, err := watcher.New(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile, logger)\n48\t\tif err != nil {\n49\t\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n50\t\t\tos.Exit(1)\n51\t\t}\n52\t\tdefer w.Close()\n53\t\n54\t\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n55\t\n56\t\tfor {\n57\t\t\tselect {\n58\t\t\tcase req, ok := <-w.Requests():\n59\t\t\t\tif !ok {\n60\t\t\t\t\treturn\n61\t\t\t\t}\n62\t\t\t\tgo evaluate(ctx, eval, req, logger)\n63\t\t\tcase <-ctx.Done():\n64\t\t\t\treturn\n65\t\t\t}\n66\t\t}\n67\t}\n68\t\n69\tfunc evaluate(ctx context.Context, eval *evaluator.Evaluator, req evaluator.Request, logger *slog.Logger) {\n70\t\ta, err := eval.Evaluate(ctx, req)\n71\t\tif err != nil {\n72\t\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n73\t\t\treturn\n74\t\t}\n75\t\n76\t\tlogger.Info(\"access request evaluated\",\n77\t\t\t\"request_id\", req.ID,\n78\t\t\t\"user\", req.User,\n79\t\t\t\"roles\", req.Roles,\n80\t\t\t\"risk_score\", a.RiskScore,\n81\t\t\t\"risk_level\", a.RiskLevel,\n82\t\t\t\"has_jira_ticket\", a.HasJIRATicket,\n83\t\t\t\"jira_ticket\", a.JIRATicket,\n84\t\t\t\"description_quality\", a.DescriptionQuality,\n85\t\t\t\"reasoning\", a.Reasoning,\n86\t\t)\n87\t}\n88\t"}]},"uuid":"fd20c5c0-9fbc-4478-8eb7-6fd8c7ff63cc","timestamp":"2026-04-23T14:32:56.465Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/main.go","content":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"syscall\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tw, err := watcher.New(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile, logger)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer w.Close()\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(ctx context.Context, eval *evaluator.Evaluator, req evaluator.Request, logger *slog.Logger) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tlogger.Info(\"access request evaluated\",\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t)\n}\n","numLines":88,"startLine":1,"totalLines":88}},"sourceToolAssistantUUID":"c57706cc-bff9-43f3-a3cf-70214c4c54b4","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"fd20c5c0-9fbc-4478-8eb7-6fd8c7ff63cc","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0191zPJ9aVn7TaJUZmthDPsk","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config.go"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"634eb094-889a-4fef-9185-4d88daf24879","timestamp":"2026-04-23T14:32:56.861Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"634eb094-889a-4fef-9185-4d88daf24879","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0191zPJ9aVn7TaJUZmthDPsk","type":"tool_result","content":"1\tpackage config\n2\t\n3\timport (\n4\t\t\"errors\"\n5\t\t\"os\"\n6\t)\n7\t\n8\tconst (\n9\t\tProviderAnthropic = \"anthropic\"\n10\t\tProviderBedrock = \"bedrock\"\n11\t\n12\t\tdefaultModelAnthropic = \"claude-sonnet-4-6\"\n13\t\t// Bedrock model IDs use cross-region inference profile format.\n14\t\t// Override with CLAUDE_MODEL if you need a different version.\n15\t\tdefaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"\n16\t)\n17\t\n18\ttype Config struct {\n19\t\tTeleportAddr string\n20\t\tTeleportIdentityFile string\n21\t\tLLMProvider string // \"anthropic\" (default) or \"bedrock\"\n22\t\tAnthropicAPIKey string // required when LLMProvider == \"anthropic\"\n23\t\tBedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile\n24\t\tClaudeModel string\n25\t}\n26\t\n27\tfunc Load() (*Config, error) {\n28\t\tcfg := &Config{\n29\t\t\tTeleportAddr: os.Getenv(\"TELEPORT_ADDR\"),\n30\t\t\tTeleportIdentityFile: os.Getenv(\"TELEPORT_IDENTITY_FILE\"),\n31\t\t\tLLMProvider: os.Getenv(\"LLM_PROVIDER\"),\n32\t\t\tAnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),\n33\t\t\tBedrockRegion: os.Getenv(\"BEDROCK_REGION\"),\n34\t\t\tClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),\n35\t\t}\n36\t\n37\t\tif cfg.LLMProvider == \"\" {\n38\t\t\tcfg.LLMProvider = ProviderAnthropic\n39\t\t}\n40\t\n41\t\tif cfg.ClaudeModel == \"\" {\n42\t\t\tswitch cfg.LLMProvider {\n43\t\t\tcase ProviderBedrock:\n44\t\t\t\tcfg.ClaudeModel = defaultModelBedrock\n45\t\t\tdefault:\n46\t\t\t\tcfg.ClaudeModel = defaultModelAnthropic\n47\t\t\t}\n48\t\t}\n49\t\n50\t\tif cfg.TeleportAddr == \"\" {\n51\t\t\treturn nil, errors.New(\"TELEPORT_ADDR is required\")\n52\t\t}\n53\t\tif cfg.TeleportIdentityFile == \"\" {\n54\t\t\treturn nil, errors.New(\"TELEPORT_IDENTITY_FILE is required\")\n55\t\t}\n56\t\n57\t\tswitch cfg.LLMProvider {\n58\t\tcase ProviderAnthropic:\n59\t\t\tif cfg.AnthropicAPIKey == \"\" {\n60\t\t\t\treturn nil, errors.New(\"ANTHROPIC_API_KEY is required when LLM_PROVIDER=anthropic\")\n61\t\t\t}\n62\t\tcase ProviderBedrock:\n63\t\t\t// credentials come from the standard AWS credential chain\n64\t\tdefault:\n65\t\t\treturn nil, errors.New(\"LLM_PROVIDER must be 'anthropic' or 'bedrock'\")\n66\t\t}\n67\t\n68\t\treturn cfg, nil\n69\t}\n70\t"}]},"uuid":"133f9949-43e7-4227-8c87-bead11e79ed7","timestamp":"2026-04-23T14:32:56.870Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config.go","content":"package config\n\nimport (\n\t\"errors\"\n\t\"os\"\n)\n\nconst (\n\tProviderAnthropic = \"anthropic\"\n\tProviderBedrock = \"bedrock\"\n\n\tdefaultModelAnthropic = \"claude-sonnet-4-6\"\n\t// Bedrock model IDs use cross-region inference profile format.\n\t// Override with CLAUDE_MODEL if you need a different version.\n\tdefaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"\n)\n\ntype Config struct {\n\tTeleportAddr string\n\tTeleportIdentityFile string\n\tLLMProvider string // \"anthropic\" (default) or \"bedrock\"\n\tAnthropicAPIKey string // required when LLMProvider == \"anthropic\"\n\tBedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile\n\tClaudeModel string\n}\n\nfunc Load() (*Config, error) {\n\tcfg := &Config{\n\t\tTeleportAddr: os.Getenv(\"TELEPORT_ADDR\"),\n\t\tTeleportIdentityFile: os.Getenv(\"TELEPORT_IDENTITY_FILE\"),\n\t\tLLMProvider: os.Getenv(\"LLM_PROVIDER\"),\n\t\tAnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),\n\t\tBedrockRegion: os.Getenv(\"BEDROCK_REGION\"),\n\t\tClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),\n\t}\n\n\tif cfg.LLMProvider == \"\" {\n\t\tcfg.LLMProvider = ProviderAnthropic\n\t}\n\n\tif cfg.ClaudeModel == \"\" {\n\t\tswitch cfg.LLMProvider {\n\t\tcase ProviderBedrock:\n\t\t\tcfg.ClaudeModel = defaultModelBedrock\n\t\tdefault:\n\t\t\tcfg.ClaudeModel = defaultModelAnthropic\n\t\t}\n\t}\n\n\tif cfg.TeleportAddr == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_ADDR is required\")\n\t}\n\tif cfg.TeleportIdentityFile == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_IDENTITY_FILE is required\")\n\t}\n\n\tswitch cfg.LLMProvider {\n\tcase ProviderAnthropic:\n\t\tif cfg.AnthropicAPIKey == \"\" {\n\t\t\treturn nil, errors.New(\"ANTHROPIC_API_KEY is required when LLM_PROVIDER=anthropic\")\n\t\t}\n\tcase ProviderBedrock:\n\t\t// credentials come from the standard AWS credential chain\n\tdefault:\n\t\treturn nil, errors.New(\"LLM_PROVIDER must be 'anthropic' or 'bedrock'\")\n\t}\n\n\treturn cfg, nil\n}\n","numLines":70,"startLine":1,"totalLines":70}},"sourceToolAssistantUUID":"634eb094-889a-4fef-9185-4d88daf24879","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"133f9949-43e7-4227-8c87-bead11e79ed7","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019mvkBmrnmewBYHXkTYZrym","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/evaluator/evaluator.go"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"6247c042-1b4d-4ff6-95ad-a279deee2b08","timestamp":"2026-04-23T14:32:57.188Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"6247c042-1b4d-4ff6-95ad-a279deee2b08","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019mvkBmrnmewBYHXkTYZrym","type":"tool_result","content":"1\tpackage evaluator\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"encoding/json\"\n6\t\t\"fmt\"\n7\t\t\"regexp\"\n8\t\t\"strings\"\n9\t\n10\t\t\"github.com/anthropics/anthropic-sdk-go\"\n11\t)\n12\t\n13\t// jiraPattern matches CUSTX-NNNN and ITSM-NNNN ticket references (case-insensitive).\n14\tvar jiraPattern = regexp.MustCompile(`(?i)\\b(CUSTX|ITSM)-\\d+\\b`)\n15\t\n16\t// RiskLevel represents the severity of an access request.\n17\ttype RiskLevel string\n18\t\n19\tconst (\n20\t\tRiskLow RiskLevel = \"low\"\n21\t\tRiskMedium RiskLevel = \"medium\"\n22\t\tRiskHigh RiskLevel = \"high\"\n23\t)\n24\t\n25\t// Assessment is the structured output of a Claude risk evaluation.\n26\ttype Assessment struct {\n27\t\tJIRATicket string `json:\"jira_ticket\"`\n28\t\tHasJIRATicket bool `json:\"has_jira_ticket\"`\n29\t\tDescriptionQuality string `json:\"description_quality\"`\n30\t\tRiskScore int `json:\"risk_score\"`\n31\t\tRiskLevel RiskLevel `json:\"risk_level\"`\n32\t\tReasoning string `json:\"reasoning\"`\n33\t}\n34\t\n35\t// Request holds the access request fields that the evaluator needs.\n36\ttype Request struct {\n37\t\tID string\n38\t\tUser string\n39\t\tRoles []string\n40\t\tReason string\n41\t}\n42\t\n43\t// Evaluator calls Claude to assign a risk score to a Teleport access request.\n44\ttype Evaluator struct {\n45\t\tclient anthropic.Client\n46\t\tmodel string\n47\t}\n48\t\n49\tfunc New(client anthropic.Client, model string) *Evaluator {\n50\t\treturn &Evaluator{client: client, model: model}\n51\t}\n52\t\n53\tfunc (e *Evaluator) Evaluate(ctx context.Context, req Request) (*Assessment, error) {\n54\t\ttickets := jiraPattern.FindAllString(req.Reason, -1)\n55\t\tprompt := buildPrompt(req.User, req.Roles, req.Reason, tickets)\n56\t\n57\t\tmsg, err := e.client.Messages.New(ctx, anthropic.MessageNewParams{\n58\t\t\tModel: e.model,\n59\t\t\tMaxTokens: 512,\n60\t\t\tSystem: []anthropic.TextBlockParam{\n61\t\t\t\t{Text: \"You are a security risk evaluator for Teleport access requests. Respond only with valid JSON.\"},\n62\t\t\t},\n63\t\t\tMessages: []anthropic.MessageParam{\n64\t\t\t\tanthropic.NewUserMessage(anthropic.NewTextBlock(prompt)),\n65\t\t\t},\n66\t\t})\n67\t\tif err != nil {\n68\t\t\treturn nil, fmt.Errorf(\"claude API: %w\", err)\n69\t\t}\n70\t\n71\t\tif len(msg.Content) == 0 {\n72\t\t\treturn nil, fmt.Errorf(\"empty response from claude\")\n73\t\t}\n74\t\n75\t\ttext := strings.TrimSpace(msg.Content[0].Text)\n76\t\t// Strip markdown code fences that Claude sometimes adds.\n77\t\tif strings.HasPrefix(text, \"```\") {\n78\t\t\tif i := strings.Index(text[3:], \"\\n\"); i >= 0 {\n79\t\t\t\ttext = strings.TrimSuffix(strings.TrimSpace(text[3+i+1:]), \"```\")\n80\t\t\t}\n81\t\t}\n82\t\n83\t\tvar a Assessment\n84\t\tif err := json.Unmarshal([]byte(text), &a); err != nil {\n85\t\t\treturn nil, fmt.Errorf(\"parsing response: %w (raw: %s)\", err, text)\n86\t\t}\n87\t\n88\t\treturn &a, nil\n89\t}\n90\t\n91\tfunc buildPrompt(user string, roles []string, reason string, tickets []string) string {\n92\t\tticketInfo := \"none\"\n93\t\tif len(tickets) > 0 {\n94\t\t\tticketInfo = strings.Join(tickets, \", \")\n95\t\t}\n96\t\n97\t\treturn fmt.Sprintf(`You are a security risk evaluator for Teleport access requests. Respond ONLY with a valid JSON object — no explanation, no markdown.\n98\t\n99\tAccess request details:\n100\t User: %s\n101\t Requested roles: %s\n102\t Reason provided: %q\n103\t JIRA tickets: %s\n104\t\n105\tRisk scoring rules:\n106\t 1–3 (low) — valid JIRA ticket (CUSTX-NNN or ITSM-NNN) AND a clear description with business justification\n107\t 4–6 (medium) — either a valid JIRA ticket OR a clear description, but not both\n108\t 7–10 (high) — no JIRA ticket AND no/vague description (single words or generic phrases like \"need access\" score 9–10)\n109\t\n110\tReturn exactly this JSON shape:\n111\t{\n112\t \"jira_ticket\": \"<ticket ID or null>\",\n113\t \"has_jira_ticket\": <true|false>,\n114\t \"description_quality\": \"<none|poor|fair|good|excellent>\",\n115\t \"risk_score\": <integer 1–10>,\n116\t \"risk_level\": \"<low|medium|high>\",\n117\t \"reasoning\": \"<one concise sentence>\"\n118\t}`,\n119\t\t\tuser,\n120\t\t\tstrings.Join(roles, \", \"),\n121\t\t\treason,\n122\t\t\tticketInfo,\n123\t\t)\n124\t}\n125\t"}]},"uuid":"be7ac512-f54a-424e-99a5-8f4234838783","timestamp":"2026-04-23T14:32:57.199Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/evaluator/evaluator.go","content":"package evaluator\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"regexp\"\n\t\"strings\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n)\n\n// jiraPattern matches CUSTX-NNNN and ITSM-NNNN ticket references (case-insensitive).\nvar jiraPattern = regexp.MustCompile(`(?i)\\b(CUSTX|ITSM)-\\d+\\b`)\n\n// RiskLevel represents the severity of an access request.\ntype RiskLevel string\n\nconst (\n\tRiskLow RiskLevel = \"low\"\n\tRiskMedium RiskLevel = \"medium\"\n\tRiskHigh RiskLevel = \"high\"\n)\n\n// Assessment is the structured output of a Claude risk evaluation.\ntype Assessment struct {\n\tJIRATicket string `json:\"jira_ticket\"`\n\tHasJIRATicket bool `json:\"has_jira_ticket\"`\n\tDescriptionQuality string `json:\"description_quality\"`\n\tRiskScore int `json:\"risk_score\"`\n\tRiskLevel RiskLevel `json:\"risk_level\"`\n\tReasoning string `json:\"reasoning\"`\n}\n\n// Request holds the access request fields that the evaluator needs.\ntype Request struct {\n\tID string\n\tUser string\n\tRoles []string\n\tReason string\n}\n\n// Evaluator calls Claude to assign a risk score to a Teleport access request.\ntype Evaluator struct {\n\tclient anthropic.Client\n\tmodel string\n}\n\nfunc New(client anthropic.Client, model string) *Evaluator {\n\treturn &Evaluator{client: client, model: model}\n}\n\nfunc (e *Evaluator) Evaluate(ctx context.Context, req Request) (*Assessment, error) {\n\ttickets := jiraPattern.FindAllString(req.Reason, -1)\n\tprompt := buildPrompt(req.User, req.Roles, req.Reason, tickets)\n\n\tmsg, err := e.client.Messages.New(ctx, anthropic.MessageNewParams{\n\t\tModel: e.model,\n\t\tMaxTokens: 512,\n\t\tSystem: []anthropic.TextBlockParam{\n\t\t\t{Text: \"You are a security risk evaluator for Teleport access requests. Respond only with valid JSON.\"},\n\t\t},\n\t\tMessages: []anthropic.MessageParam{\n\t\t\tanthropic.NewUserMessage(anthropic.NewTextBlock(prompt)),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"claude API: %w\", err)\n\t}\n\n\tif len(msg.Content) == 0 {\n\t\treturn nil, fmt.Errorf(\"empty response from claude\")\n\t}\n\n\ttext := strings.TrimSpace(msg.Content[0].Text)\n\t// Strip markdown code fences that Claude sometimes adds.\n\tif strings.HasPrefix(text, \"```\") {\n\t\tif i := strings.Index(text[3:], \"\\n\"); i >= 0 {\n\t\t\ttext = strings.TrimSuffix(strings.TrimSpace(text[3+i+1:]), \"```\")\n\t\t}\n\t}\n\n\tvar a Assessment\n\tif err := json.Unmarshal([]byte(text), &a); err != nil {\n\t\treturn nil, fmt.Errorf(\"parsing response: %w (raw: %s)\", err, text)\n\t}\n\n\treturn &a, nil\n}\n\nfunc buildPrompt(user string, roles []string, reason string, tickets []string) string {\n\tticketInfo := \"none\"\n\tif len(tickets) > 0 {\n\t\tticketInfo = strings.Join(tickets, \", \")\n\t}\n\n\treturn fmt.Sprintf(`You are a security risk evaluator for Teleport access requests. Respond ONLY with a valid JSON object — no explanation, no markdown.\n\nAccess request details:\n User: %s\n Requested roles: %s\n Reason provided: %q\n JIRA tickets: %s\n\nRisk scoring rules:\n 1–3 (low) — valid JIRA ticket (CUSTX-NNN or ITSM-NNN) AND a clear description with business justification\n 4–6 (medium) — either a valid JIRA ticket OR a clear description, but not both\n 7–10 (high) — no JIRA ticket AND no/vague description (single words or generic phrases like \"need access\" score 9–10)\n\nReturn exactly this JSON shape:\n{\n \"jira_ticket\": \"<ticket ID or null>\",\n \"has_jira_ticket\": <true|false>,\n \"description_quality\": \"<none|poor|fair|good|excellent>\",\n \"risk_score\": <integer 1–10>,\n \"risk_level\": \"<low|medium|high>\",\n \"reasoning\": \"<one concise sentence>\"\n}`,\n\t\tuser,\n\t\tstrings.Join(roles, \", \"),\n\t\treason,\n\t\tticketInfo,\n\t)\n}\n","numLines":125,"startLine":1,"totalLines":125}},"sourceToolAssistantUUID":"6247c042-1b4d-4ff6-95ad-a279deee2b08","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"be7ac512-f54a-424e-99a5-8f4234838783","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012H89BWtTpTQZyMb8UkQ7ym","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/watcher/watcher.go"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"e1a2aa09-c6d4-4b84-82a8-3f6dc3cbb174","timestamp":"2026-04-23T14:32:57.986Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"e1a2aa09-c6d4-4b84-82a8-3f6dc3cbb174","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012H89BWtTpTQZyMb8UkQ7ym","type":"tool_result","content":"1\tpackage watcher\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"fmt\"\n6\t\t\"log/slog\"\n7\t\t\"time\"\n8\t\n9\t\t\"github.com/gravitational/teleport/api/client\"\n10\t\t\"github.com/gravitational/teleport/api/types\"\n11\t\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n12\t)\n13\t\n14\tconst reconnectDelay = 5 * time.Second\n15\t\n16\t// Watcher streams pending Teleport access requests onto a channel.\n17\t// It reconnects automatically on watcher failure.\n18\ttype Watcher struct {\n19\t\tclient *client.Client\n20\t\trequests chan evaluator.Request\n21\t\tlogger *slog.Logger\n22\t}\n23\t\n24\tfunc New(ctx context.Context, addr, identityFile string, logger *slog.Logger) (*Watcher, error) {\n25\t\tclt, err := client.New(ctx, client.Config{\n26\t\t\tAddrs: []string{addr},\n27\t\t\tCredentials: []client.Credentials{\n28\t\t\t\tclient.LoadIdentityFile(identityFile),\n29\t\t\t},\n30\t\t})\n31\t\tif err != nil {\n32\t\t\treturn nil, fmt.Errorf(\"connecting to teleport: %w\", err)\n33\t\t}\n34\t\n35\t\tw := &Watcher{\n36\t\t\tclient: clt,\n37\t\t\trequests: make(chan evaluator.Request, 32),\n38\t\t\tlogger: logger,\n39\t\t}\n40\t\n41\t\tgo w.watch(ctx)\n42\t\treturn w, nil\n43\t}\n44\t\n45\t// Requests returns the channel of incoming pending access requests.\n46\tfunc (w *Watcher) Requests() <-chan evaluator.Request {\n47\t\treturn w.requests\n48\t}\n49\t\n50\t// Close shuts down the Teleport client.\n51\tfunc (w *Watcher) Close() {\n52\t\tw.client.Close()\n53\t}\n54\t\n55\tfunc (w *Watcher) watch(ctx context.Context) {\n56\t\tdefer close(w.requests)\n57\t\n58\t\tfor {\n59\t\t\tif err := w.watchOnce(ctx); err != nil {\n60\t\t\t\tif ctx.Err() != nil {\n61\t\t\t\t\treturn\n62\t\t\t\t}\n63\t\t\t\tw.logger.Error(\"watcher disconnected, reconnecting\", \"error\", err, \"delay\", reconnectDelay)\n64\t\t\t\tselect {\n65\t\t\t\tcase <-time.After(reconnectDelay):\n66\t\t\t\tcase <-ctx.Done():\n67\t\t\t\t\treturn\n68\t\t\t\t}\n69\t\t\t}\n70\t\t}\n71\t}\n72\t\n73\tfunc (w *Watcher) watchOnce(ctx context.Context) error {\n74\t\twatcher, err := w.client.NewWatcher(ctx, types.Watch{\n75\t\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n76\t\t})\n77\t\tif err != nil {\n78\t\t\treturn fmt.Errorf(\"creating watcher: %w\", err)\n79\t\t}\n80\t\tdefer watcher.Close()\n81\t\n82\t\t// The first event must be OpInit confirming the watch is established.\n83\t\tselect {\n84\t\tcase event := <-watcher.Events():\n85\t\t\tif event.Type != types.OpInit {\n86\t\t\t\treturn fmt.Errorf(\"expected OpInit, got %v\", event.Type)\n87\t\t\t}\n88\t\t\tw.logger.Info(\"teleport watcher initialized\")\n89\t\tcase <-watcher.Done():\n90\t\t\treturn fmt.Errorf(\"watcher closed during init: %w\", watcher.Error())\n91\t\tcase <-ctx.Done():\n92\t\t\treturn ctx.Err()\n93\t\t}\n94\t\n95\t\tfor {\n96\t\t\tselect {\n97\t\t\tcase event := <-watcher.Events():\n98\t\t\t\tif event.Type != types.OpPut {\n99\t\t\t\t\tcontinue\n100\t\t\t\t}\n101\t\t\t\treq, ok := event.Resource.(types.AccessRequest)\n102\t\t\t\tif !ok {\n103\t\t\t\t\tcontinue\n104\t\t\t\t}\n105\t\t\t\t// Only forward newly-pending requests; ignore state transitions (approve/deny).\n106\t\t\t\tif req.GetState() != types.RequestState_PENDING {\n107\t\t\t\t\tcontinue\n108\t\t\t\t}\n109\t\t\t\tselect {\n110\t\t\t\tcase w.requests <- toRequest(req):\n111\t\t\t\tcase <-ctx.Done():\n112\t\t\t\t\treturn ctx.Err()\n113\t\t\t\t}\n114\t\t\tcase <-watcher.Done():\n115\t\t\t\treturn fmt.Errorf(\"watcher closed: %w\", watcher.Error())\n116\t\t\tcase <-ctx.Done():\n117\t\t\t\treturn ctx.Err()\n118\t\t\t}\n119\t\t}\n120\t}\n121\t\n122\tfunc toRequest(req types.AccessRequest) evaluator.Request {\n123\t\treturn evaluator.Request{\n124\t\t\tID: req.GetName(),\n125\t\t\tUser: req.GetUser(),\n126\t\t\tRoles: req.GetRoles(),\n127\t\t\tReason: req.GetRequestReason(),\n128\t\t}\n129\t}\n130\t"}]},"uuid":"eea01b49-c490-42ce-80f6-cff1e88c1e01","timestamp":"2026-04-23T14:32:57.996Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/watcher/watcher.go","content":"package watcher\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/client\"\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst reconnectDelay = 5 * time.Second\n\n// Watcher streams pending Teleport access requests onto a channel.\n// It reconnects automatically on watcher failure.\ntype Watcher struct {\n\tclient *client.Client\n\trequests chan evaluator.Request\n\tlogger *slog.Logger\n}\n\nfunc New(ctx context.Context, addr, identityFile string, logger *slog.Logger) (*Watcher, error) {\n\tclt, err := client.New(ctx, client.Config{\n\t\tAddrs: []string{addr},\n\t\tCredentials: []client.Credentials{\n\t\t\tclient.LoadIdentityFile(identityFile),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"connecting to teleport: %w\", err)\n\t}\n\n\tw := &Watcher{\n\t\tclient: clt,\n\t\trequests: make(chan evaluator.Request, 32),\n\t\tlogger: logger,\n\t}\n\n\tgo w.watch(ctx)\n\treturn w, nil\n}\n\n// Requests returns the channel of incoming pending access requests.\nfunc (w *Watcher) Requests() <-chan evaluator.Request {\n\treturn w.requests\n}\n\n// Close shuts down the Teleport client.\nfunc (w *Watcher) Close() {\n\tw.client.Close()\n}\n\nfunc (w *Watcher) watch(ctx context.Context) {\n\tdefer close(w.requests)\n\n\tfor {\n\t\tif err := w.watchOnce(ctx); err != nil {\n\t\t\tif ctx.Err() != nil {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.logger.Error(\"watcher disconnected, reconnecting\", \"error\", err, \"delay\", reconnectDelay)\n\t\t\tselect {\n\t\t\tcase <-time.After(reconnectDelay):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}\n}\n\nfunc (w *Watcher) watchOnce(ctx context.Context) error {\n\twatcher, err := w.client.NewWatcher(ctx, types.Watch{\n\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n\t})\n\tif err != nil {\n\t\treturn fmt.Errorf(\"creating watcher: %w\", err)\n\t}\n\tdefer watcher.Close()\n\n\t// The first event must be OpInit confirming the watch is established.\n\tselect {\n\tcase event := <-watcher.Events():\n\t\tif event.Type != types.OpInit {\n\t\t\treturn fmt.Errorf(\"expected OpInit, got %v\", event.Type)\n\t\t}\n\t\tw.logger.Info(\"teleport watcher initialized\")\n\tcase <-watcher.Done():\n\t\treturn fmt.Errorf(\"watcher closed during init: %w\", watcher.Error())\n\tcase <-ctx.Done():\n\t\treturn ctx.Err()\n\t}\n\n\tfor {\n\t\tselect {\n\t\tcase event := <-watcher.Events():\n\t\t\tif event.Type != types.OpPut {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\treq, ok := event.Resource.(types.AccessRequest)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\t// Only forward newly-pending requests; ignore state transitions (approve/deny).\n\t\t\tif req.GetState() != types.RequestState_PENDING {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tselect {\n\t\t\tcase w.requests <- toRequest(req):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn ctx.Err()\n\t\t\t}\n\t\tcase <-watcher.Done():\n\t\t\treturn fmt.Errorf(\"watcher closed: %w\", watcher.Error())\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\t}\n\t}\n}\n\nfunc toRequest(req types.AccessRequest) evaluator.Request {\n\treturn evaluator.Request{\n\t\tID: req.GetName(),\n\t\tUser: req.GetUser(),\n\t\tRoles: req.GetRoles(),\n\t\tReason: req.GetRequestReason(),\n\t}\n}\n","numLines":130,"startLine":1,"totalLines":130}},"sourceToolAssistantUUID":"e1a2aa09-c6d4-4b84-82a8-3f6dc3cbb174","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"eea01b49-c490-42ce-80f6-cff1e88c1e01","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QH5X5HpYm4X2er2toynsCt","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/go.mod"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"2a67d2af-4bf9-41c0-a264-423e515774e1","timestamp":"2026-04-23T14:32:58.402Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"2a67d2af-4bf9-41c0-a264-423e515774e1","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QH5X5HpYm4X2er2toynsCt","type":"tool_result","content":"1\tmodule github.com/immuta/operations/services/televibe\n2\t\n3\tgo 1.25.9\n4\t\n5\trequire (\n6\t\tgithub.com/anthropics/anthropic-sdk-go v1.37.0\n7\t\tgithub.com/aws/aws-sdk-go-v2/config v1.27.27\n8\t\tgithub.com/gravitational/teleport/api v0.0.0-20260422182531-ef25e8e6ba4d\n9\t\tgithub.com/stretchr/testify v1.11.1\n10\t)\n11\t\n12\trequire (\n13\t\tgithub.com/aws/aws-sdk-go-v2 v1.30.3 // indirect\n14\t\tgithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3 // indirect\n15\t\tgithub.com/aws/aws-sdk-go-v2/credentials v1.17.27 // indirect\n16\t\tgithub.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.11 // indirect\n17\t\tgithub.com/aws/aws-sdk-go-v2/internal/configsources v1.3.15 // indirect\n18\t\tgithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.15 // indirect\n19\t\tgithub.com/aws/aws-sdk-go-v2/internal/ini v1.8.0 // indirect\n20\t\tgithub.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.11.3 // indirect\n21\t\tgithub.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.11.17 // indirect\n22\t\tgithub.com/aws/aws-sdk-go-v2/service/sso v1.22.4 // indirect\n23\t\tgithub.com/aws/aws-sdk-go-v2/service/ssooidc v1.26.4 // indirect\n24\t\tgithub.com/aws/aws-sdk-go-v2/service/sts v1.30.3 // indirect\n25\t\tgithub.com/aws/smithy-go v1.20.3 // indirect\n26\t\tgithub.com/beevik/etree v1.6.0 // indirect\n27\t\tgithub.com/cenkalti/backoff/v5 v5.0.3 // indirect\n28\t\tgithub.com/cespare/xxhash/v2 v2.3.0 // indirect\n29\t\tgithub.com/charlievieth/strcase v0.0.5 // indirect\n30\t\tgithub.com/coreos/go-semver v0.3.1 // indirect\n31\t\tgithub.com/davecgh/go-spew v1.1.1 // indirect\n32\t\tgithub.com/felixge/httpsnoop v1.0.4 // indirect\n33\t\tgithub.com/go-logr/logr v1.4.3 // indirect\n34\t\tgithub.com/go-logr/stdr v1.2.2 // indirect\n35\t\tgithub.com/go-piv/piv-go/v2 v2.5.0 // indirect\n36\t\tgithub.com/gobwas/httphead v0.1.0 // indirect\n37\t\tgithub.com/gobwas/pool v0.2.1 // indirect\n38\t\tgithub.com/gobwas/ws v1.4.0 // indirect\n39\t\tgithub.com/gogo/protobuf v1.3.2 // indirect\n40\t\tgithub.com/google/uuid v1.6.0 // indirect\n41\t\tgithub.com/gravitational/trace v1.5.3 // indirect\n42\t\tgithub.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect\n43\t\tgithub.com/jonboulle/clockwork v0.5.0 // indirect\n44\t\tgithub.com/mattermost/xml-roundtrip-validator v0.1.0 // indirect\n45\t\tgithub.com/pmezard/go-difflib v1.0.0 // indirect\n46\t\tgithub.com/russellhaering/gosaml2 v0.11.0 // indirect\n47\t\tgithub.com/russellhaering/goxmldsig v1.6.0 // indirect\n48\t\tgithub.com/tidwall/gjson v1.18.0 // indirect\n49\t\tgithub.com/tidwall/match v1.1.1 // indirect\n50\t\tgithub.com/tidwall/pretty v1.2.1 // indirect\n51\t\tgithub.com/tidwall/sjson v1.2.5 // indirect\n52\t\tgo.opentelemetry.io/auto/sdk v1.2.1 // indirect\n53\t\tgo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.68.0 // indirect\n54\t\tgo.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.68.0 // indirect\n55\t\tgo.opentelemetry.io/otel v1.43.0 // indirect\n56\t\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 // indirect\n57\t\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.43.0 // indirect\n58\t\tgo.opentelemetry.io/otel/metric v1.43.0 // indirect\n59\t\tgo.opentelemetry.io/otel/sdk v1.43.0 // indirect\n60\t\tgo.opentelemetry.io/otel/trace v1.43.0 // indirect\n61\t\tgo.opentelemetry.io/proto/otlp v1.10.0 // indirect\n62\t\tgolang.org/x/crypto v0.49.0 // indirect\n63\t\tgolang.org/x/net v0.52.0 // indirect\n64\t\tgolang.org/x/sync v0.20.0 // indirect\n65\t\tgolang.org/x/sys v0.42.0 // indirect\n66\t\tgolang.org/x/term v0.41.0 // indirect\n67\t\tgolang.org/x/text v0.35.0 // indirect\n68\t\tgoogle.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 // indirect\n69\t\tgoogle.golang.org/genproto/googleapis/rpc v0.0.0-20260406210006-6f92a3bedf2d // indirect\n70\t\tgoogle.golang.org/grpc v1.80.0 // indirect\n71\t\tgoogle.golang.org/protobuf v1.36.11 // indirect\n72\t\tgopkg.in/yaml.v2 v2.4.0 // indirect\n73\t\tgopkg.in/yaml.v3 v3.0.1 // indirect\n74\t)\n75\t"}]},"uuid":"8bfa6594-3fc9-408e-9fc6-f91c5204b97b","timestamp":"2026-04-23T14:32:58.411Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/go.mod","content":"module github.com/immuta/operations/services/televibe\n\ngo 1.25.9\n\nrequire (\n\tgithub.com/anthropics/anthropic-sdk-go v1.37.0\n\tgithub.com/aws/aws-sdk-go-v2/config v1.27.27\n\tgithub.com/gravitational/teleport/api v0.0.0-20260422182531-ef25e8e6ba4d\n\tgithub.com/stretchr/testify v1.11.1\n)\n\nrequire (\n\tgithub.com/aws/aws-sdk-go-v2 v1.30.3 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/credentials v1.17.27 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.11 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/configsources v1.3.15 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.15 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/ini v1.8.0 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.11.3 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.11.17 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/sso v1.22.4 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/ssooidc v1.26.4 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/sts v1.30.3 // indirect\n\tgithub.com/aws/smithy-go v1.20.3 // indirect\n\tgithub.com/beevik/etree v1.6.0 // indirect\n\tgithub.com/cenkalti/backoff/v5 v5.0.3 // indirect\n\tgithub.com/cespare/xxhash/v2 v2.3.0 // indirect\n\tgithub.com/charlievieth/strcase v0.0.5 // indirect\n\tgithub.com/coreos/go-semver v0.3.1 // indirect\n\tgithub.com/davecgh/go-spew v1.1.1 // indirect\n\tgithub.com/felixge/httpsnoop v1.0.4 // indirect\n\tgithub.com/go-logr/logr v1.4.3 // indirect\n\tgithub.com/go-logr/stdr v1.2.2 // indirect\n\tgithub.com/go-piv/piv-go/v2 v2.5.0 // indirect\n\tgithub.com/gobwas/httphead v0.1.0 // indirect\n\tgithub.com/gobwas/pool v0.2.1 // indirect\n\tgithub.com/gobwas/ws v1.4.0 // indirect\n\tgithub.com/gogo/protobuf v1.3.2 // indirect\n\tgithub.com/google/uuid v1.6.0 // indirect\n\tgithub.com/gravitational/trace v1.5.3 // indirect\n\tgithub.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect\n\tgithub.com/jonboulle/clockwork v0.5.0 // indirect\n\tgithub.com/mattermost/xml-roundtrip-validator v0.1.0 // indirect\n\tgithub.com/pmezard/go-difflib v1.0.0 // indirect\n\tgithub.com/russellhaering/gosaml2 v0.11.0 // indirect\n\tgithub.com/russellhaering/goxmldsig v1.6.0 // indirect\n\tgithub.com/tidwall/gjson v1.18.0 // indirect\n\tgithub.com/tidwall/match v1.1.1 // indirect\n\tgithub.com/tidwall/pretty v1.2.1 // indirect\n\tgithub.com/tidwall/sjson v1.2.5 // indirect\n\tgo.opentelemetry.io/auto/sdk v1.2.1 // indirect\n\tgo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.68.0 // indirect\n\tgo.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.68.0 // indirect\n\tgo.opentelemetry.io/otel v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/metric v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/sdk v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/trace v1.43.0 // indirect\n\tgo.opentelemetry.io/proto/otlp v1.10.0 // indirect\n\tgolang.org/x/crypto v0.49.0 // indirect\n\tgolang.org/x/net v0.52.0 // indirect\n\tgolang.org/x/sync v0.20.0 // indirect\n\tgolang.org/x/sys v0.42.0 // indirect\n\tgolang.org/x/term v0.41.0 // indirect\n\tgolang.org/x/text v0.35.0 // indirect\n\tgoogle.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 // indirect\n\tgoogle.golang.org/genproto/googleapis/rpc v0.0.0-20260406210006-6f92a3bedf2d // indirect\n\tgoogle.golang.org/grpc v1.80.0 // indirect\n\tgoogle.golang.org/protobuf v1.36.11 // indirect\n\tgopkg.in/yaml.v2 v2.4.0 // indirect\n\tgopkg.in/yaml.v3 v3.0.1 // indirect\n)\n","numLines":75,"startLine":1,"totalLines":75}},"sourceToolAssistantUUID":"2a67d2af-4bf9-41c0-a264-423e515774e1","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"8bfa6594-3fc9-408e-9fc6-f91c5204b97b","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Hh2JSM6ZjytTvrPvXKfpuh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01X7CBNa5ocGvK1S6Tu5iHWJ","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config_test.go"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1939,"cache_read_input_tokens":32622,"output_tokens":861,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1939},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":861,"cache_read_input_tokens":32622,"cache_creation_input_tokens":1939,"cache_creation":{"ephemeral_5m_input_tokens":1939,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsD8PVkmjUfoJSqg2v8","type":"assistant","uuid":"f810dc4d-36b3-4905-a531-1a1266134ac3","timestamp":"2026-04-23T14:32:58.802Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"f810dc4d-36b3-4905-a531-1a1266134ac3","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01X7CBNa5ocGvK1S6Tu5iHWJ","type":"tool_result","content":"1\tpackage config\n2\t\n3\timport (\n4\t\t\"testing\"\n5\t\n6\t\t\"github.com/stretchr/testify/assert\"\n7\t\t\"github.com/stretchr/testify/require\"\n8\t)\n9\t\n10\tfunc TestLoad(t *testing.T) {\n11\t\tallKeys := []string{\n12\t\t\t\"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\",\n13\t\t\t\"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",\n14\t\t}\n15\t\n16\t\tbase := map[string]string{\n17\t\t\t\"TELEPORT_ADDR\": \"tp.example.com:443\",\n18\t\t\t\"TELEPORT_IDENTITY_FILE\": \"/id.pem\",\n19\t\t\t\"ANTHROPIC_API_KEY\": \"sk-ant-key\",\n20\t\t}\n21\t\n22\t\ttests := []struct {\n23\t\t\tname string\n24\t\t\tenv map[string]string\n25\t\t\twantErr string\n26\t\t\twantProvider string\n27\t\t\twantModel string\n28\t\t\twantBedrockRegion string\n29\t\t}{\n30\t\t\t{\n31\t\t\t\tname: \"missing TELEPORT_ADDR\",\n32\t\t\t\tenv: map[string]string{\"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"ANTHROPIC_API_KEY\": \"key\"},\n33\t\t\t\twantErr: \"TELEPORT_ADDR is required\",\n34\t\t\t},\n35\t\t\t{\n36\t\t\t\tname: \"missing TELEPORT_IDENTITY_FILE\",\n37\t\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"ANTHROPIC_API_KEY\": \"key\"},\n38\t\t\t\twantErr: \"TELEPORT_IDENTITY_FILE is required\",\n39\t\t\t},\n40\t\t\t{\n41\t\t\t\tname: \"missing ANTHROPIC_API_KEY with default provider\",\n42\t\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\"},\n43\t\t\t\twantErr: \"ANTHROPIC_API_KEY is required\",\n44\t\t\t},\n45\t\t\t{\n46\t\t\t\tname: \"invalid LLM_PROVIDER\",\n47\t\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"openai\"}),\n48\t\t\t\twantErr: \"LLM_PROVIDER must be\",\n49\t\t\t},\n50\t\t\t{\n51\t\t\t\tname: \"defaults (anthropic)\",\n52\t\t\t\tenv: base,\n53\t\t\t\twantProvider: ProviderAnthropic,\n54\t\t\t\twantModel: defaultModelAnthropic,\n55\t\t\t},\n56\t\t\t{\n57\t\t\t\tname: \"explicit anthropic provider\",\n58\t\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),\n59\t\t\t\twantProvider: ProviderAnthropic,\n60\t\t\t\twantModel: defaultModelAnthropic,\n61\t\t\t},\n62\t\t\t{\n63\t\t\t\tname: \"bedrock provider, no API key required\",\n64\t\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},\n65\t\t\t\twantProvider: ProviderBedrock,\n66\t\t\t\twantModel: defaultModelBedrock,\n67\t\t\t},\n68\t\t\t{\n69\t\t\t\tname: \"bedrock provider with region\",\n70\t\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"BEDROCK_REGION\": \"eu-west-1\"},\n71\t\t\t\twantProvider: ProviderBedrock,\n72\t\t\t\twantModel: defaultModelBedrock,\n73\t\t\t\twantBedrockRegion: \"eu-west-1\",\n74\t\t\t},\n75\t\t\t{\n76\t\t\t\tname: \"custom model overrides provider default\",\n77\t\t\t\tenv: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),\n78\t\t\t\twantProvider: ProviderAnthropic,\n79\t\t\t\twantModel: \"claude-opus-4-7\",\n80\t\t\t},\n81\t\t\t{\n82\t\t\t\tname: \"bedrock with custom model\",\n83\t\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},\n84\t\t\t\twantProvider: ProviderBedrock,\n85\t\t\t\twantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",\n86\t\t\t},\n87\t\t}\n88\t\n89\t\tfor _, tt := range tests {\n90\t\t\tt.Run(tt.name, func(t *testing.T) {\n91\t\t\t\tfor _, key := range allKeys {\n92\t\t\t\t\tt.Setenv(key, \"\")\n93\t\t\t\t}\n94\t\t\t\tfor k, v := range tt.env {\n95\t\t\t\t\tt.Setenv(k, v)\n96\t\t\t\t}\n97\t\n98\t\t\t\tcfg, err := Load()\n99\t\n100\t\t\t\tif tt.wantErr != \"\" {\n101\t\t\t\t\trequire.Error(t, err)\n102\t\t\t\t\tassert.Contains(t, err.Error(), tt.wantErr)\n103\t\t\t\t\treturn\n104\t\t\t\t}\n105\t\n106\t\t\t\trequire.NoError(t, err)\n107\t\t\t\tassert.Equal(t, tt.wantProvider, cfg.LLMProvider)\n108\t\t\t\tassert.Equal(t, tt.wantModel, cfg.ClaudeModel)\n109\t\t\t\tassert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)\n110\t\t\t})\n111\t\t}\n112\t}\n113\t\n114\tfunc merge(base, overrides map[string]string) map[string]string {\n115\t\tout := make(map[string]string, len(base)+len(overrides))\n116\t\tfor k, v := range base {\n117\t\t\tout[k] = v\n118\t\t}\n119\t\tfor k, v := range overrides {\n120\t\t\tout[k] = v\n121\t\t}\n122\t\treturn out\n123\t}\n124\t"}]},"uuid":"3a524bf3-df8d-439a-9962-f23f1cdf9930","timestamp":"2026-04-23T14:32:58.806Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config_test.go","content":"package config\n\nimport (\n\t\"testing\"\n\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc TestLoad(t *testing.T) {\n\tallKeys := []string{\n\t\t\"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\",\n\t\t\"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",\n\t}\n\n\tbase := map[string]string{\n\t\t\"TELEPORT_ADDR\": \"tp.example.com:443\",\n\t\t\"TELEPORT_IDENTITY_FILE\": \"/id.pem\",\n\t\t\"ANTHROPIC_API_KEY\": \"sk-ant-key\",\n\t}\n\n\ttests := []struct {\n\t\tname string\n\t\tenv map[string]string\n\t\twantErr string\n\t\twantProvider string\n\t\twantModel string\n\t\twantBedrockRegion string\n\t}{\n\t\t{\n\t\t\tname: \"missing TELEPORT_ADDR\",\n\t\t\tenv: map[string]string{\"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_ADDR is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing TELEPORT_IDENTITY_FILE\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_IDENTITY_FILE is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing ANTHROPIC_API_KEY with default provider\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\"},\n\t\t\twantErr: \"ANTHROPIC_API_KEY is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"invalid LLM_PROVIDER\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"openai\"}),\n\t\t\twantErr: \"LLM_PROVIDER must be\",\n\t\t},\n\t\t{\n\t\t\tname: \"defaults (anthropic)\",\n\t\t\tenv: base,\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t},\n\t\t{\n\t\t\tname: \"explicit anthropic provider\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider, no API key required\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider with region\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"BEDROCK_REGION\": \"eu-west-1\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantBedrockRegion: \"eu-west-1\",\n\t\t},\n\t\t{\n\t\t\tname: \"custom model overrides provider default\",\n\t\t\tenv: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: \"claude-opus-4-7\",\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock with custom model\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",\n\t\t},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tfor _, key := range allKeys {\n\t\t\t\tt.Setenv(key, \"\")\n\t\t\t}\n\t\t\tfor k, v := range tt.env {\n\t\t\t\tt.Setenv(k, v)\n\t\t\t}\n\n\t\t\tcfg, err := Load()\n\n\t\t\tif tt.wantErr != \"\" {\n\t\t\t\trequire.Error(t, err)\n\t\t\t\tassert.Contains(t, err.Error(), tt.wantErr)\n\t\t\t\treturn\n\t\t\t}\n\n\t\t\trequire.NoError(t, err)\n\t\t\tassert.Equal(t, tt.wantProvider, cfg.LLMProvider)\n\t\t\tassert.Equal(t, tt.wantModel, cfg.ClaudeModel)\n\t\t\tassert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)\n\t\t})\n\t}\n}\n\nfunc merge(base, overrides map[string]string) map[string]string {\n\tout := make(map[string]string, len(base)+len(overrides))\n\tfor k, v := range base {\n\t\tout[k] = v\n\t}\n\tfor k, v := range overrides {\n\t\tout[k] = v\n\t}\n\treturn out\n}\n","numLines":124,"startLine":1,"totalLines":124}},"sourceToolAssistantUUID":"f810dc4d-36b3-4905-a531-1a1266134ac3","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"5577cbc5-dd0b-4d24-99e2-a664660a7518","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013wGyysAnVzh8HUBXi3LbaL","type":"tool_result","content":"1\tpackage evaluator\n2\t\n3\timport (\n4\t\t\"testing\"\n5\t\n6\t\t\"github.com/stretchr/testify/assert\"\n7\t)\n8\t\n9\tfunc TestBuildPrompt_JiraTickets(t *testing.T) {\n10\t\ttests := []struct {\n11\t\t\tname string\n12\t\t\treason string\n13\t\t\twantTickets []string\n14\t\t}{\n15\t\t\t{\n16\t\t\t\tname: \"CUSTX ticket\",\n17\t\t\t\treason: \"Working on CUSTX-1234 customer migration\",\n18\t\t\t\twantTickets: []string{\"CUSTX-1234\"},\n19\t\t\t},\n20\t\t\t{\n21\t\t\t\tname: \"ITSM ticket\",\n22\t\t\t\treason: \"Resolving ITSM-9999 outage\",\n23\t\t\t\twantTickets: []string{\"ITSM-9999\"},\n24\t\t\t},\n25\t\t\t{\n26\t\t\t\tname: \"multiple tickets\",\n27\t\t\t\treason: \"CUSTX-100 and ITSM-200 both require this\",\n28\t\t\t\twantTickets: []string{\"CUSTX-100\", \"ITSM-200\"},\n29\t\t\t},\n30\t\t\t{\n31\t\t\t\tname: \"case insensitive\",\n32\t\t\t\treason: \"custx-555 access needed\",\n33\t\t\t\twantTickets: []string{\"custx-555\"},\n34\t\t\t},\n35\t\t\t{\n36\t\t\t\tname: \"no ticket\",\n37\t\t\t\treason: \"I need access to the database\",\n38\t\t\t\twantTickets: nil,\n39\t\t\t},\n40\t\t\t{\n41\t\t\t\tname: \"unrelated pattern\",\n42\t\t\t\treason: \"PROJ-123 is not a valid project\",\n43\t\t\t\twantTickets: nil,\n44\t\t\t},\n45\t\t}\n46\t\n47\t\tfor _, tt := range tests {\n48\t\t\tt.Run(tt.name, func(t *testing.T) {\n49\t\t\t\tgot := jiraPattern.FindAllString(tt.reason, -1)\n50\t\t\t\tassert.Equal(t, tt.wantTickets, got)\n51\t\t\t})\n52\t\t}\n53\t}\n54\t\n55\tfunc TestBuildPrompt_ContainsRequiredFields(t *testing.T) {\n56\t\tprompt := buildPrompt(\"alice\", []string{\"prod-db-readonly\", \"prod-k8s-viewer\"}, \"ITSM-42 emergency access needed\", []string{\"ITSM-42\"})\n57\t\n58\t\tassert.Contains(t, prompt, \"alice\")\n59\t\tassert.Contains(t, prompt, \"prod-db-readonly\")\n60\t\tassert.Contains(t, prompt, \"prod-k8s-viewer\")\n61\t\tassert.Contains(t, prompt, \"ITSM-42\")\n62\t\tassert.Contains(t, prompt, \"risk_score\")\n63\t\tassert.Contains(t, prompt, \"reasoning\")\n64\t}\n65\t"}]},"uuid":"1a9b7e3c-b16e-42b2-ac87-2e18ae5cad2e","timestamp":"2026-04-23T14:32:59.232Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/evaluator/evaluator_test.go","content":"package evaluator\n\nimport (\n\t\"testing\"\n\n\t\"github.com/stretchr/testify/assert\"\n)\n\nfunc TestBuildPrompt_JiraTickets(t *testing.T) {\n\ttests := []struct {\n\t\tname string\n\t\treason string\n\t\twantTickets []string\n\t}{\n\t\t{\n\t\t\tname: \"CUSTX ticket\",\n\t\t\treason: \"Working on CUSTX-1234 customer migration\",\n\t\t\twantTickets: []string{\"CUSTX-1234\"},\n\t\t},\n\t\t{\n\t\t\tname: \"ITSM ticket\",\n\t\t\treason: \"Resolving ITSM-9999 outage\",\n\t\t\twantTickets: []string{\"ITSM-9999\"},\n\t\t},\n\t\t{\n\t\t\tname: \"multiple tickets\",\n\t\t\treason: \"CUSTX-100 and ITSM-200 both require this\",\n\t\t\twantTickets: []string{\"CUSTX-100\", \"ITSM-200\"},\n\t\t},\n\t\t{\n\t\t\tname: \"case insensitive\",\n\t\t\treason: \"custx-555 access needed\",\n\t\t\twantTickets: []string{\"custx-555\"},\n\t\t},\n\t\t{\n\t\t\tname: \"no ticket\",\n\t\t\treason: \"I need access to the database\",\n\t\t\twantTickets: nil,\n\t\t},\n\t\t{\n\t\t\tname: \"unrelated pattern\",\n\t\t\treason: \"PROJ-123 is not a valid project\",\n\t\t\twantTickets: nil,\n\t\t},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tgot := jiraPattern.FindAllString(tt.reason, -1)\n\t\t\tassert.Equal(t, tt.wantTickets, got)\n\t\t})\n\t}\n}\n\nfunc TestBuildPrompt_ContainsRequiredFields(t *testing.T) {\n\tprompt := buildPrompt(\"alice\", []string{\"prod-db-readonly\", \"prod-k8s-viewer\"}, \"ITSM-42 emergency access needed\", []string{\"ITSM-42\"})\n\n\tassert.Contains(t, prompt, \"alice\")\n\tassert.Contains(t, prompt, \"prod-db-readonly\")\n\tassert.Contains(t, prompt, \"prod-k8s-viewer\")\n\tassert.Contains(t, prompt, \"ITSM-42\")\n\tassert.Contains(t, prompt, \"risk_score\")\n\tassert.Contains(t, prompt, \"reasoning\")\n}\n","numLines":65,"startLine":1,"totalLines":65}},"sourceToolAssistantUUID":"5577cbc5-dd0b-4d24-99e2-a664660a7518","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"51d5c97d-8a2b-4870-a8ac-58eb6c5a55b5","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_0183bu3eJ8GE1RPoxRwt1uPj","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"EtcCClkIDRgCKkA7A0DeTGxmKwtUhjHyS1tr06XyrPAuJDAIMhENR8BAYKo9++oa+EzbqrVDL7TKX+zIYTKP2vulFHbznZJvAOaHMg9jbGF1ZGUtb3B1cy00LTc4ABIMG//DqFMdKXvs7ByHGgxRN27epwDqSOq76QYiMJ1QeXZPo7zFU3fgR3vv0JrxnNdNHHRFK2phrD2Oy7SrY2lsU+CqgcLR5Wrx/ofWaiqrAfV/RdJB1eHEVoqk3dijE72pZnlcjEUAvOb7BOTjMhId+jclDfyfdzZgGrBzuX3ehbusjKyrAXnE1UutN8kpUrflQWsKgroMkRv80udjB012pbV2z+8dluz6iVrk2byVScBhJxcKphqq3TCUpRgAMHL6SszyTnY25NGXG/riHC3HzuyPH3C9hd7eN7BkEFeuG8phI54xeq+tVYuXF0cSoNDdO/pu1atcieepVBgB"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":113,"cache_read_input_tokens":52847,"output_tokens":357,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":113},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":357,"cache_read_input_tokens":52847,"cache_creation_input_tokens":113,"cache_creation":{"ephemeral_5m_input_tokens":113,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsHVAmKzfzz5J6nkNrX","type":"assistant","uuid":"b4a10ade-a18f-4a57-9ac8-944fb2252dab","timestamp":"2026-04-23T14:33:53.342Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"b4a10ade-a18f-4a57-9ac8-944fb2252dab","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_0183bu3eJ8GE1RPoxRwt1uPj","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BMVxVPNXyFP3MRzgXVnVCM","name":"Bash","input":{"command":"go doc github.com/gravitational/teleport/api/client.Client.GetUser 2>&1 | head -30 && echo \"---\" && go doc github.com/gravitational/teleport/api/client.Client.UpdateUser 2>&1 | head -30 && echo \"---\" && go doc github.com/gravitational/teleport/api/types.User.GetTraits 2>&1 | head -20 && echo \"---\" && go doc github.com/gravitational/teleport/api/types.User.SetTraits 2>&1 | head -20","description":"Check Teleport user API signatures"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":113,"cache_read_input_tokens":52847,"output_tokens":357,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":113},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":357,"cache_read_input_tokens":52847,"cache_creation_input_tokens":113,"cache_creation":{"ephemeral_5m_input_tokens":113,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsHVAmKzfzz5J6nkNrX","type":"assistant","uuid":"cc5a6898-ada0-45b2-a8d4-3206ee28902a","timestamp":"2026-04-23T14:33:55.867Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"cc5a6898-ada0-45b2-a8d4-3206ee28902a","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BMVxVPNXyFP3MRzgXVnVCM","type":"tool_result","content":"mise go@1.26.2 [1/3] install\nmise go@1.26.2 [1/3] download go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [2/3] checksum go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [3/3] extract go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [3/3] go version\nmise go@1.26.2 [3/3] go version go1.26.2 darwin/arm64\nmise go@1.26.2 ✓ installed\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) GetUser(ctx context.Context, name string, withSecrets bool) (types.User, error)\n GetUser returns a list of usernames registered in the system. withSecrets\n controls whether authentication details are returned.\n\n---\nzsh: command not found: go\n---\nzsh: command not found: go\n---\nzsh: command not found: go","is_error":false}]},"uuid":"2008ab7c-d7db-4a57-ab1a-945d17bf8890","timestamp":"2026-04-23T14:34:44.825Z","toolUseResult":{"stdout":"mise go@1.26.2 [1/3] install\nmise go@1.26.2 [1/3] download go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [2/3] checksum go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [3/3] extract go1.26.2.darwin-arm64.tar.gz\nmise go@1.26.2 [3/3] go version\nmise go@1.26.2 [3/3] go version go1.26.2 darwin/arm64\nmise go@1.26.2 ✓ installed\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) GetUser(ctx context.Context, name string, withSecrets bool) (types.User, error)\n GetUser returns a list of usernames registered in the system. withSecrets\n controls whether authentication details are returned.\n\n---\nzsh: command not found: go\n---\nzsh: command not found: go\n---\nzsh: command not found: go","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"cc5a6898-ada0-45b2-a8d4-3206ee28902a","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"2008ab7c-d7db-4a57-ab1a-945d17bf8890","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01LeEkWF2Wvro3UQwgGGhxdn","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":678,"cache_read_input_tokens":52960,"output_tokens":422,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":678},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":422,"cache_read_input_tokens":52960,"cache_creation_input_tokens":678,"cache_creation":{"ephemeral_5m_input_tokens":678,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsMbpygtmREYu8eqr1A","type":"assistant","uuid":"3d1f9cb3-53ae-47cc-ade3-2e70b66b6c73","timestamp":"2026-04-23T14:34:48.578Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"3d1f9cb3-53ae-47cc-ade3-2e70b66b6c73","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01LeEkWF2Wvro3UQwgGGhxdn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012aqyAuzoz5GZAT3ZFK7hxg","name":"Bash","input":{"command":"mise exec -- go doc github.com/gravitational/teleport/api/client.Client.UpdateUser 2>&1 | head -15 && echo \"---GetTraits---\" && mise exec -- go doc github.com/gravitational/teleport/api/types.User.GetTraits 2>&1 | head -10 && echo \"---SetTraits---\" && mise exec -- go doc github.com/gravitational/teleport/api/types.User.SetTraits 2>&1 | head -10 && echo \"---UpsertUser---\" && mise exec -- go doc github.com/gravitational/teleport/api/client.Client.UpsertUser 2>&1 | head -15","description":"Check Teleport UpdateUser/traits signatures"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":678,"cache_read_input_tokens":52960,"output_tokens":422,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":678},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":422,"cache_read_input_tokens":52960,"cache_creation_input_tokens":678,"cache_creation":{"ephemeral_5m_input_tokens":678,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsMbpygtmREYu8eqr1A","type":"assistant","uuid":"dad9f683-24a9-4984-9753-1bf7e79249b7","timestamp":"2026-04-23T14:34:51.196Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"1. yes, 2. the OTLP endpoint configuration should use the env var, typically on localhost:4317 but if no env var is set just disable OTLP shipping. 3. yes that is fine. 4. the deltas look good but let…","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
{"type":"permission-mode","permissionMode":"default","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
{"parentUuid":"dad9f683-24a9-4984-9753-1bf7e79249b7","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012aqyAuzoz5GZAT3ZFK7hxg","type":"tool_result","content":"mise temporal@1.5.1 [1/3] install\nmise temporal@1.5.1 [1/3] download temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 [2/3] checksum temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 [2/3] verify GitHub attestations\nmise temporal@1.5.1 [2/3] verify SLSA provenance\nmise temporal@1.5.1 [3/3] extract temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 ✓ installed\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) UpdateUser(ctx context.Context, user types.User) (types.User, error)\n UpdateUser updates an existing user in a backend.\n\n---GetTraits---\npackage types // import \"github.com/gravitational/teleport/api/types\"\n\ntype User interface {\n\n\t// GetTraits gets the trait map for this user used to populate role variables.\n\tGetTraits() map[string][]string\n}\n---SetTraits---\npackage types // import \"github.com/gravitational/teleport/api/types\"\n\ntype User interface {\n\n\t// SetTraits sets the trait map for this user used to populate role variables.\n\tSetTraits(map[string][]string)\n}\n---UpsertUser---\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) UpsertUser(ctx context.Context, user types.User) (types.User, error)\n UpsertUser creates a new user or updates an existing user.","is_error":false}]},"uuid":"73c9e943-7668-48e4-b49f-182d99c2f1de","timestamp":"2026-04-23T14:35:43.598Z","toolUseResult":{"stdout":"mise temporal@1.5.1 [1/3] install\nmise temporal@1.5.1 [1/3] download temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 [2/3] checksum temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 [2/3] verify GitHub attestations\nmise temporal@1.5.1 [2/3] verify SLSA provenance\nmise temporal@1.5.1 [3/3] extract temporal_cli_1.5.1_darwin_arm64.tar.gz\nmise temporal@1.5.1 ✓ installed\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) UpdateUser(ctx context.Context, user types.User) (types.User, error)\n UpdateUser updates an existing user in a backend.\n\n---GetTraits---\npackage types // import \"github.com/gravitational/teleport/api/types\"\n\ntype User interface {\n\n\t// GetTraits gets the trait map for this user used to populate role variables.\n\tGetTraits() map[string][]string\n}\n---SetTraits---\npackage types // import \"github.com/gravitational/teleport/api/types\"\n\ntype User interface {\n\n\t// SetTraits sets the trait map for this user used to populate role variables.\n\tSetTraits(map[string][]string)\n}\n---UpsertUser---\npackage client // import \"github.com/gravitational/teleport/api/client\"\n\nfunc (c *Client) UpsertUser(ctx context.Context, user types.User) (types.User, error)\n UpsertUser creates a new user or updates an existing user.","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"dad9f683-24a9-4984-9753-1bf7e79249b7","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"file-history-snapshot","messageId":"3d880b8f-698d-462f-a080-8cfc8130a1f1","snapshot":{"messageId":"e100bab8-b502-462b-9ec7-477bbd32c3ac","trackedFileBackups":{"internal/config/config.go":{"backupFileName":"82a6ef4e62ababa7@v1","version":1,"backupTime":"2026-04-23T14:36:37.923Z"}},"timestamp":"2026-04-23T14:32:49.925Z"},"isSnapshotUpdate":true}
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{"parentUuid":"2670ca11-565d-4357-aee8-f605a002cdd1","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_011Ro4YMkzHpgzUmQ7Z9ndVW","type":"message","role":"assistant","content":[{"type":"text","text":"Good — API confirmed. Writing the config extension now."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":960,"cache_read_input_tokens":53638,"output_tokens":2519,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":960},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2519,"cache_read_input_tokens":53638,"cache_creation_input_tokens":960,"cache_creation":{"ephemeral_5m_input_tokens":960,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsRvi9W8z77LugRtfjK","type":"assistant","uuid":"228fd84d-a84a-44f6-8be7-5887776353ff","timestamp":"2026-04-23T14:35:50.738Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"228fd84d-a84a-44f6-8be7-5887776353ff","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_011Ro4YMkzHpgzUmQ7Z9ndVW","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PAwBpJyMtNaNtSffvanjwZ","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config.go","content":"package config\n\nimport (\n\t\"errors\"\n\t\"fmt\"\n\t\"os\"\n\t\"strconv\"\n)\n\nconst (\n\tProviderAnthropic = \"anthropic\"\n\tProviderBedrock = \"bedrock\"\n\n\tdefaultModelAnthropic = \"claude-sonnet-4-6\"\n\t// Bedrock model IDs use cross-region inference profile format.\n\t// Override with CLAUDE_MODEL if you need a different version.\n\tdefaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"\n\n\tdefaultDeltaLow = 1\n\tdefaultDeltaMedium = 0\n\tdefaultDeltaHigh = -2\n\tdefaultRepMin = -20\n\tdefaultRepMax = 20\n\tdefaultRepStart = 0\n)\n\n// Reputation controls how assessments adjust per-user reputation scores.\ntype Reputation struct {\n\tDeltaLow int // applied when the assessment is low risk\n\tDeltaMedium int // applied when the assessment is medium risk\n\tDeltaHigh int // applied when the assessment is high risk\n\tMin int // lower clamp\n\tMax int // upper clamp\n\tStart int // starting score for a user with no existing trait\n}\n\ntype Config struct {\n\tTeleportAddr string\n\tTeleportIdentityFile string\n\tLLMProvider string // \"anthropic\" (default) or \"bedrock\"\n\tAnthropicAPIKey string // required when LLMProvider == \"anthropic\"\n\tBedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile\n\tClaudeModel string\n\tOTLPEndpoint string // OTEL_EXPORTER_OTLP_ENDPOINT; empty disables metric shipping\n\tReputation Reputation\n}\n\nfunc Load() (*Config, error) {\n\tcfg := &Config{\n\t\tTeleportAddr: os.Getenv(\"TELEPORT_ADDR\"),\n\t\tTeleportIdentityFile: os.Getenv(\"TELEPORT_IDENTITY_FILE\"),\n\t\tLLMProvider: os.Getenv(\"LLM_PROVIDER\"),\n\t\tAnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),\n\t\tBedrockRegion: os.Getenv(\"BEDROCK_REGION\"),\n\t\tClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),\n\t\tOTLPEndpoint: os.Getenv(\"OTEL_EXPORTER_OTLP_ENDPOINT\"),\n\t}\n\n\tif cfg.LLMProvider == \"\" {\n\t\tcfg.LLMProvider = ProviderAnthropic\n\t}\n\n\tif cfg.ClaudeModel == \"\" {\n\t\tswitch cfg.LLMProvider {\n\t\tcase ProviderBedrock:\n\t\t\tcfg.ClaudeModel = defaultModelBedrock\n\t\tdefault:\n\t\t\tcfg.ClaudeModel = defaultModelAnthropic\n\t\t}\n\t}\n\n\trep, err := loadReputation()\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tcfg.Reputation = rep\n\n\tif cfg.TeleportAddr == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_ADDR is required\")\n\t}\n\tif cfg.TeleportIdentityFile == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_IDENTITY_FILE is required\")\n\t}\n\n\tswitch cfg.LLMProvider {\n\tcase ProviderAnthropic:\n\t\tif cfg.AnthropicAPIKey == \"\" {\n\t\t\treturn nil, errors.New(\"ANTHROPIC_API_KEY is required when LLM_PROVIDER=anthropic\")\n\t\t}\n\tcase ProviderBedrock:\n\t\t// credentials come from the standard AWS credential chain\n\tdefault:\n\t\treturn nil, errors.New(\"LLM_PROVIDER must be 'anthropic' or 'bedrock'\")\n\t}\n\n\treturn cfg, nil\n}\n\nfunc loadReputation() (Reputation, error) {\n\trep := Reputation{\n\t\tDeltaLow: defaultDeltaLow,\n\t\tDeltaMedium: defaultDeltaMedium,\n\t\tDeltaHigh: defaultDeltaHigh,\n\t\tMin: defaultRepMin,\n\t\tMax: defaultRepMax,\n\t\tStart: defaultRepStart,\n\t}\n\n\tfields := []struct {\n\t\tenv string\n\t\tdst *int\n\t}{\n\t\t{\"REPUTATION_DELTA_LOW\", &rep.DeltaLow},\n\t\t{\"REPUTATION_DELTA_MEDIUM\", &rep.DeltaMedium},\n\t\t{\"REPUTATION_DELTA_HIGH\", &rep.DeltaHigh},\n\t\t{\"REPUTATION_MIN\", &rep.Min},\n\t\t{\"REPUTATION_MAX\", &rep.Max},\n\t\t{\"REPUTATION_START\", &rep.Start},\n\t}\n\n\tfor _, f := range fields {\n\t\tv := os.Getenv(f.env)\n\t\tif v == \"\" {\n\t\t\tcontinue\n\t\t}\n\t\tn, err := strconv.Atoi(v)\n\t\tif err != nil {\n\t\t\treturn Reputation{}, fmt.Errorf(\"%s must be an integer: %w\", f.env, err)\n\t\t}\n\t\t*f.dst = n\n\t}\n\n\tif rep.Min > rep.Max {\n\t\treturn Reputation{}, fmt.Errorf(\"REPUTATION_MIN (%d) must be <= REPUTATION_MAX (%d)\", rep.Min, rep.Max)\n\t}\n\tif rep.Start < rep.Min || rep.Start > rep.Max {\n\t\treturn Reputation{}, fmt.Errorf(\"REPUTATION_START (%d) must be within [%d, %d]\", rep.Start, rep.Min, rep.Max)\n\t}\n\n\treturn rep, nil\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":960,"cache_read_input_tokens":53638,"output_tokens":2519,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":960},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2519,"cache_read_input_tokens":53638,"cache_creation_input_tokens":960,"cache_creation":{"ephemeral_5m_input_tokens":960,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsRvi9W8z77LugRtfjK","type":"assistant","uuid":"3d880b8f-698d-462f-a080-8cfc8130a1f1","timestamp":"2026-04-23T14:36:08.062Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"3d880b8f-698d-462f-a080-8cfc8130a1f1","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PAwBpJyMtNaNtSffvanjwZ","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/internal/config/config.go has been updated successfully."}]},"uuid":"eefaab0d-0b02-4088-a850-3cb5577062c2","timestamp":"2026-04-23T14:36:37.926Z","toolUseResult":{"type":"update","filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config.go","content":"package config\n\nimport (\n\t\"errors\"\n\t\"fmt\"\n\t\"os\"\n\t\"strconv\"\n)\n\nconst (\n\tProviderAnthropic = \"anthropic\"\n\tProviderBedrock = \"bedrock\"\n\n\tdefaultModelAnthropic = \"claude-sonnet-4-6\"\n\t// Bedrock model IDs use cross-region inference profile format.\n\t// Override with CLAUDE_MODEL if you need a different version.\n\tdefaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"\n\n\tdefaultDeltaLow = 1\n\tdefaultDeltaMedium = 0\n\tdefaultDeltaHigh = -2\n\tdefaultRepMin = -20\n\tdefaultRepMax = 20\n\tdefaultRepStart = 0\n)\n\n// Reputation controls how assessments adjust per-user reputation scores.\ntype Reputation struct {\n\tDeltaLow int // applied when the assessment is low risk\n\tDeltaMedium int // applied when the assessment is medium risk\n\tDeltaHigh int // applied when the assessment is high risk\n\tMin int // lower clamp\n\tMax int // upper clamp\n\tStart int // starting score for a user with no existing trait\n}\n\ntype Config struct {\n\tTeleportAddr string\n\tTeleportIdentityFile string\n\tLLMProvider string // \"anthropic\" (default) or \"bedrock\"\n\tAnthropicAPIKey string // required when LLMProvider == \"anthropic\"\n\tBedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile\n\tClaudeModel string\n\tOTLPEndpoint string // OTEL_EXPORTER_OTLP_ENDPOINT; empty disables metric shipping\n\tReputation Reputation\n}\n\nfunc Load() (*Config, error) {\n\tcfg := &Config{\n\t\tTeleportAddr: os.Getenv(\"TELEPORT_ADDR\"),\n\t\tTeleportIdentityFile: os.Getenv(\"TELEPORT_IDENTITY_FILE\"),\n\t\tLLMProvider: os.Getenv(\"LLM_PROVIDER\"),\n\t\tAnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),\n\t\tBedrockRegion: os.Getenv(\"BEDROCK_REGION\"),\n\t\tClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),\n\t\tOTLPEndpoint: os.Getenv(\"OTEL_EXPORTER_OTLP_ENDPOINT\"),\n\t}\n\n\tif cfg.LLMProvider == \"\" {\n\t\tcfg.LLMProvider = ProviderAnthropic\n\t}\n\n\tif cfg.ClaudeModel == \"\" {\n\t\tswitch cfg.LLMProvider {\n\t\tcase ProviderBedrock:\n\t\t\tcfg.ClaudeModel = defaultModelBedrock\n\t\tdefault:\n\t\t\tcfg.ClaudeModel = defaultModelAnthropic\n\t\t}\n\t}\n\n\trep, err := loadReputation()\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tcfg.Reputation = rep\n\n\tif cfg.TeleportAddr == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_ADDR is required\")\n\t}\n\tif cfg.TeleportIdentityFile == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_IDENTITY_FILE is required\")\n\t}\n\n\tswitch cfg.LLMProvider {\n\tcase ProviderAnthropic:\n\t\tif cfg.AnthropicAPIKey == \"\" {\n\t\t\treturn nil, errors.New(\"ANTHROPIC_API_KEY is required when LLM_PROVIDER=anthropic\")\n\t\t}\n\tcase ProviderBedrock:\n\t\t// credentials come from the standard AWS credential chain\n\tdefault:\n\t\treturn nil, errors.New(\"LLM_PROVIDER must be 'anthropic' or 'bedrock'\")\n\t}\n\n\treturn cfg, nil\n}\n\nfunc loadReputation() (Reputation, error) {\n\trep := Reputation{\n\t\tDeltaLow: defaultDeltaLow,\n\t\tDeltaMedium: defaultDeltaMedium,\n\t\tDeltaHigh: defaultDeltaHigh,\n\t\tMin: defaultRepMin,\n\t\tMax: defaultRepMax,\n\t\tStart: defaultRepStart,\n\t}\n\n\tfields := []struct {\n\t\tenv string\n\t\tdst *int\n\t}{\n\t\t{\"REPUTATION_DELTA_LOW\", &rep.DeltaLow},\n\t\t{\"REPUTATION_DELTA_MEDIUM\", &rep.DeltaMedium},\n\t\t{\"REPUTATION_DELTA_HIGH\", &rep.DeltaHigh},\n\t\t{\"REPUTATION_MIN\", &rep.Min},\n\t\t{\"REPUTATION_MAX\", &rep.Max},\n\t\t{\"REPUTATION_START\", &rep.Start},\n\t}\n\n\tfor _, f := range fields {\n\t\tv := os.Getenv(f.env)\n\t\tif v == \"\" {\n\t\t\tcontinue\n\t\t}\n\t\tn, err := strconv.Atoi(v)\n\t\tif err != nil {\n\t\t\treturn Reputation{}, fmt.Errorf(\"%s must be an integer: %w\", f.env, err)\n\t\t}\n\t\t*f.dst = n\n\t}\n\n\tif rep.Min > rep.Max {\n\t\treturn Reputation{}, fmt.Errorf(\"REPUTATION_MIN (%d) must be <= REPUTATION_MAX (%d)\", rep.Min, rep.Max)\n\t}\n\tif rep.Start < rep.Min || rep.Start > rep.Max {\n\t\treturn Reputation{}, fmt.Errorf(\"REPUTATION_START (%d) must be within [%d, %d]\", rep.Start, rep.Min, rep.Max)\n\t}\n\n\treturn rep, nil\n}\n","structuredPatch":[{"oldStart":2,"oldLines":7,"newStart":2,"newLines":9,"lines":[" "," import ("," \"errors\"","+ \"fmt\""," \"os\"","+ \"strconv\""," )"," "," const ("]},{"oldStart":13,"oldLines":8,"newStart":15,"newLines":25,"lines":[" // Bedrock model IDs use cross-region inference profile format."," // Override with CLAUDE_MODEL if you need a different version."," defaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"","+","+ defaultDeltaLow = 1","+ defaultDeltaMedium = 0","+ defaultDeltaHigh = -2","+ defaultRepMin = -20","+ defaultRepMax = 20","+ defaultRepStart = 0"," )"," ","+// Reputation controls how assessments adjust per-user reputation scores.","+type Reputation struct {","+ DeltaLow int // applied when the assessment is low risk","+ DeltaMedium int // applied when the assessment is medium risk","+ DeltaHigh int // applied when the assessment is high risk","+ Min int // lower clamp","+ Max int // upper clamp","+ Start int // starting score for a user with no existing trait","+}","+"," type Config struct {"," TeleportAddr string"," TeleportIdentityFile string"]},{"oldStart":22,"oldLines":6,"newStart":41,"newLines":8,"lines":[" AnthropicAPIKey string // required when LLMProvider == \"anthropic\""," BedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile"," ClaudeModel string","+ OTLPEndpoint string // OTEL_EXPORTER_OTLP_ENDPOINT; empty disables metric shipping","+ Reputation Reputation"," }"," "," func Load() (*Config, error) {"]},{"oldStart":32,"oldLines":6,"newStart":53,"newLines":7,"lines":[" AnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),"," BedrockRegion: os.Getenv(\"BEDROCK_REGION\"),"," ClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),","+ OTLPEndpoint: os.Getenv(\"OTEL_EXPORTER_OTLP_ENDPOINT\"),"," }"," "," if cfg.LLMProvider == \"\" {"]},{"oldStart":47,"oldLines":6,"newStart":69,"newLines":12,"lines":[" }"," }"," ","+ rep, err := loadReputation()","+ if err != nil {","+ return nil, err","+ }","+ cfg.Reputation = rep","+"," if cfg.TeleportAddr == \"\" {"," return nil, errors.New(\"TELEPORT_ADDR is required\")"," }"]},{"oldStart":67,"oldLines":3,"newStart":95,"newLines":47,"lines":[" "," return cfg, nil"," }","+","+func loadReputation() (Reputation, error) {","+ rep := Reputation{","+ DeltaLow: defaultDeltaLow,","+ DeltaMedium: defaultDeltaMedium,","+ DeltaHigh: defaultDeltaHigh,","+ Min: defaultRepMin,","+ Max: defaultRepMax,","+ Start: defaultRepStart,","+ }","+","+ fields := []struct {","+ env string","+ dst *int","+ }{","+ {\"REPUTATION_DELTA_LOW\", &rep.DeltaLow},","+ {\"REPUTATION_DELTA_MEDIUM\", &rep.DeltaMedium},","+ {\"REPUTATION_DELTA_HIGH\", &rep.DeltaHigh},","+ {\"REPUTATION_MIN\", &rep.Min},","+ {\"REPUTATION_MAX\", &rep.Max},","+ {\"REPUTATION_START\", &rep.Start},","+ }","+","+ for _, f := range fields {","+ v := os.Getenv(f.env)","+ if v == \"\" {","+ continue","+ }","+ n, err := strconv.Atoi(v)","+ if err != nil {","+ return Reputation{}, fmt.Errorf(\"%s must be an integer: %w\", f.env, err)","+ }","+ *f.dst = n","+ }","+","+ if rep.Min > rep.Max {","+ return Reputation{}, fmt.Errorf(\"REPUTATION_MIN (%d) must be <= REPUTATION_MAX (%d)\", rep.Min, rep.Max)","+ }","+ if rep.Start < rep.Min || rep.Start > rep.Max {","+ return Reputation{}, fmt.Errorf(\"REPUTATION_START (%d) must be within [%d, %d]\", rep.Start, rep.Min, rep.Max)","+ }","+","+ return rep, nil","+}"]}],"originalFile":"package config\n\nimport (\n\t\"errors\"\n\t\"os\"\n)\n\nconst (\n\tProviderAnthropic = \"anthropic\"\n\tProviderBedrock = \"bedrock\"\n\n\tdefaultModelAnthropic = \"claude-sonnet-4-6\"\n\t// Bedrock model IDs use cross-region inference profile format.\n\t// Override with CLAUDE_MODEL if you need a different version.\n\tdefaultModelBedrock = \"us.anthropic.claude-3-5-sonnet-20241022-v2:0\"\n)\n\ntype Config struct {\n\tTeleportAddr string\n\tTeleportIdentityFile string\n\tLLMProvider string // \"anthropic\" (default) or \"bedrock\"\n\tAnthropicAPIKey string // required when LLMProvider == \"anthropic\"\n\tBedrockRegion string // optional; falls back to AWS_DEFAULT_REGION / profile\n\tClaudeModel string\n}\n\nfunc Load() (*Config, error) {\n\tcfg := &Config{\n\t\tTeleportAddr: os.Getenv(\"TELEPORT_ADDR\"),\n\t\tTeleportIdentityFile: os.Getenv(\"TELEPORT_IDENTITY_FILE\"),\n\t\tLLMProvider: os.Getenv(\"LLM_PROVIDER\"),\n\t\tAnthropicAPIKey: os.Getenv(\"ANTHROPIC_API_KEY\"),\n\t\tBedrockRegion: os.Getenv(\"BEDROCK_REGION\"),\n\t\tClaudeModel: os.Getenv(\"CLAUDE_MODEL\"),\n\t}\n\n\tif cfg.LLMProvider == \"\" {\n\t\tcfg.LLMProvider = ProviderAnthropic\n\t}\n\n\tif cfg.ClaudeModel == \"\" {\n\t\tswitch cfg.LLMProvider {\n\t\tcase ProviderBedrock:\n\t\t\tcfg.ClaudeModel = defaultModelBedrock\n\t\tdefault:\n\t\t\tcfg.ClaudeModel = defaultModelAnthropic\n\t\t}\n\t}\n\n\tif cfg.TeleportAddr == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_ADDR is required\")\n\t}\n\tif cfg.TeleportIdentityFile == \"\" {\n\t\treturn nil, errors.New(\"TELEPORT_IDENTITY_FILE is required\")\n\t}\n\n\tswitch cfg.LLMProvider {\n\tcase ProviderAnthropic:\n\t\tif cfg.AnthropicAPIKey == \"\" {\n\t\t\treturn nil, errors.New(\"ANTHROPIC_API_KEY is required when LLM_PROVIDER=anthropic\")\n\t\t}\n\tcase ProviderBedrock:\n\t\t// credentials come from the standard AWS credential chain\n\tdefault:\n\t\treturn nil, errors.New(\"LLM_PROVIDER must be 'anthropic' or 'bedrock'\")\n\t}\n\n\treturn cfg, nil\n}\n","userModified":false},"sourceToolAssistantUUID":"3d880b8f-698d-462f-a080-8cfc8130a1f1","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"eefaab0d-0b02-4088-a850-3cb5577062c2","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_019Bie6D7Z93bXYfydw4Qaqw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PfQ2bvpfP6MmZBGXiYHPiK","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config_test.go","content":"package config\n\nimport (\n\t\"testing\"\n\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc TestLoad(t *testing.T) {\n\tallKeys := []string{\n\t\t\"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\",\n\t\t\"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",\n\t\t\"OTEL_EXPORTER_OTLP_ENDPOINT\",\n\t\t\"REPUTATION_DELTA_LOW\", \"REPUTATION_DELTA_MEDIUM\", \"REPUTATION_DELTA_HIGH\",\n\t\t\"REPUTATION_MIN\", \"REPUTATION_MAX\", \"REPUTATION_START\",\n\t}\n\n\tbase := map[string]string{\n\t\t\"TELEPORT_ADDR\": \"tp.example.com:443\",\n\t\t\"TELEPORT_IDENTITY_FILE\": \"/id.pem\",\n\t\t\"ANTHROPIC_API_KEY\": \"sk-ant-key\",\n\t}\n\n\ttests := []struct {\n\t\tname string\n\t\tenv map[string]string\n\t\twantErr string\n\t\twantProvider string\n\t\twantModel string\n\t\twantBedrockRegion string\n\t\twantOTLP string\n\t\twantRep Reputation\n\t}{\n\t\t{\n\t\t\tname: \"missing TELEPORT_ADDR\",\n\t\t\tenv: map[string]string{\"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_ADDR is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing TELEPORT_IDENTITY_FILE\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_IDENTITY_FILE is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing ANTHROPIC_API_KEY with default provider\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\"},\n\t\t\twantErr: \"ANTHROPIC_API_KEY is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"invalid LLM_PROVIDER\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"openai\"}),\n\t\t\twantErr: \"LLM_PROVIDER must be\",\n\t\t},\n\t\t{\n\t\t\tname: \"defaults (anthropic)\",\n\t\t\tenv: base,\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"explicit anthropic provider\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider, no API key required\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider with region\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"BEDROCK_REGION\": \"eu-west-1\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantBedrockRegion: \"eu-west-1\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"custom model overrides provider default\",\n\t\t\tenv: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: \"claude-opus-4-7\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock with custom model\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"OTLP endpoint propagated\",\n\t\t\tenv: merge(base, map[string]string{\"OTEL_EXPORTER_OTLP_ENDPOINT\": \"localhost:4317\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantOTLP: \"localhost:4317\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"custom reputation deltas and range\",\n\t\t\tenv: merge(base, map[string]string{\n\t\t\t\t\"REPUTATION_DELTA_LOW\": \"2\",\n\t\t\t\t\"REPUTATION_DELTA_MEDIUM\": \"-1\",\n\t\t\t\t\"REPUTATION_DELTA_HIGH\": \"-5\",\n\t\t\t\t\"REPUTATION_MIN\": \"-50\",\n\t\t\t\t\"REPUTATION_MAX\": \"50\",\n\t\t\t\t\"REPUTATION_START\": \"10\",\n\t\t\t}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: Reputation{\n\t\t\t\tDeltaLow: 2, DeltaMedium: -1, DeltaHigh: -5,\n\t\t\t\tMin: -50, Max: 50, Start: 10,\n\t\t\t},\n\t\t},\n\t\t{\n\t\t\tname: \"non-integer reputation delta\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_DELTA_LOW\": \"half\"}),\n\t\t\twantErr: \"REPUTATION_DELTA_LOW must be an integer\",\n\t\t},\n\t\t{\n\t\t\tname: \"min greater than max\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_MIN\": \"10\", \"REPUTATION_MAX\": \"5\"}),\n\t\t\twantErr: \"REPUTATION_MIN (10) must be <= REPUTATION_MAX (5)\",\n\t\t},\n\t\t{\n\t\t\tname: \"start outside clamp\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_START\": \"100\"}),\n\t\t\twantErr: \"REPUTATION_START (100) must be within\",\n\t\t},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tfor _, key := range allKeys {\n\t\t\t\tt.Setenv(key, \"\")\n\t\t\t}\n\t\t\tfor k, v := range tt.env {\n\t\t\t\tt.Setenv(k, v)\n\t\t\t}\n\n\t\t\tcfg, err := Load()\n\n\t\t\tif tt.wantErr != \"\" {\n\t\t\t\trequire.Error(t, err)\n\t\t\t\tassert.Contains(t, err.Error(), tt.wantErr)\n\t\t\t\treturn\n\t\t\t}\n\n\t\t\trequire.NoError(t, err)\n\t\t\tassert.Equal(t, tt.wantProvider, cfg.LLMProvider)\n\t\t\tassert.Equal(t, tt.wantModel, cfg.ClaudeModel)\n\t\t\tassert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)\n\t\t\tassert.Equal(t, tt.wantOTLP, cfg.OTLPEndpoint)\n\t\t\tassert.Equal(t, tt.wantRep, cfg.Reputation)\n\t\t})\n\t}\n}\n\nfunc defaultReputation() Reputation {\n\treturn Reputation{\n\t\tDeltaLow: defaultDeltaLow,\n\t\tDeltaMedium: defaultDeltaMedium,\n\t\tDeltaHigh: defaultDeltaHigh,\n\t\tMin: defaultRepMin,\n\t\tMax: defaultRepMax,\n\t\tStart: defaultRepStart,\n\t}\n}\n\nfunc merge(base, overrides map[string]string) map[string]string {\n\tout := make(map[string]string, len(base)+len(overrides))\n\tfor k, v := range base {\n\t\tout[k] = v\n\t}\n\tfor k, v := range overrides {\n\t\tout[k] = v\n\t}\n\treturn out\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2572,"cache_read_input_tokens":54598,"output_tokens":3129,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2572},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":3129,"cache_read_input_tokens":54598,"cache_creation_input_tokens":2572,"cache_creation":{"ephemeral_5m_input_tokens":2572,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsVw3r3ujcqH9ePV8Fj","type":"assistant","uuid":"d4118a64-26d7-4c19-818b-5b949c6c5959","timestamp":"2026-04-23T14:37:02.309Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"d4118a64-26d7-4c19-818b-5b949c6c5959","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PfQ2bvpfP6MmZBGXiYHPiK","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/internal/config/config_test.go has been updated successfully."}]},"uuid":"88f3135a-462f-45bd-83c7-47508aed4089","timestamp":"2026-04-23T14:37:10.453Z","toolUseResult":{"type":"update","filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/config/config_test.go","content":"package config\n\nimport (\n\t\"testing\"\n\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc TestLoad(t *testing.T) {\n\tallKeys := []string{\n\t\t\"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\",\n\t\t\"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",\n\t\t\"OTEL_EXPORTER_OTLP_ENDPOINT\",\n\t\t\"REPUTATION_DELTA_LOW\", \"REPUTATION_DELTA_MEDIUM\", \"REPUTATION_DELTA_HIGH\",\n\t\t\"REPUTATION_MIN\", \"REPUTATION_MAX\", \"REPUTATION_START\",\n\t}\n\n\tbase := map[string]string{\n\t\t\"TELEPORT_ADDR\": \"tp.example.com:443\",\n\t\t\"TELEPORT_IDENTITY_FILE\": \"/id.pem\",\n\t\t\"ANTHROPIC_API_KEY\": \"sk-ant-key\",\n\t}\n\n\ttests := []struct {\n\t\tname string\n\t\tenv map[string]string\n\t\twantErr string\n\t\twantProvider string\n\t\twantModel string\n\t\twantBedrockRegion string\n\t\twantOTLP string\n\t\twantRep Reputation\n\t}{\n\t\t{\n\t\t\tname: \"missing TELEPORT_ADDR\",\n\t\t\tenv: map[string]string{\"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_ADDR is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing TELEPORT_IDENTITY_FILE\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_IDENTITY_FILE is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing ANTHROPIC_API_KEY with default provider\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\"},\n\t\t\twantErr: \"ANTHROPIC_API_KEY is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"invalid LLM_PROVIDER\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"openai\"}),\n\t\t\twantErr: \"LLM_PROVIDER must be\",\n\t\t},\n\t\t{\n\t\t\tname: \"defaults (anthropic)\",\n\t\t\tenv: base,\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"explicit anthropic provider\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider, no API key required\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider with region\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"BEDROCK_REGION\": \"eu-west-1\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantBedrockRegion: \"eu-west-1\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"custom model overrides provider default\",\n\t\t\tenv: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: \"claude-opus-4-7\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock with custom model\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"OTLP endpoint propagated\",\n\t\t\tenv: merge(base, map[string]string{\"OTEL_EXPORTER_OTLP_ENDPOINT\": \"localhost:4317\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantOTLP: \"localhost:4317\",\n\t\t\twantRep: defaultReputation(),\n\t\t},\n\t\t{\n\t\t\tname: \"custom reputation deltas and range\",\n\t\t\tenv: merge(base, map[string]string{\n\t\t\t\t\"REPUTATION_DELTA_LOW\": \"2\",\n\t\t\t\t\"REPUTATION_DELTA_MEDIUM\": \"-1\",\n\t\t\t\t\"REPUTATION_DELTA_HIGH\": \"-5\",\n\t\t\t\t\"REPUTATION_MIN\": \"-50\",\n\t\t\t\t\"REPUTATION_MAX\": \"50\",\n\t\t\t\t\"REPUTATION_START\": \"10\",\n\t\t\t}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t\twantRep: Reputation{\n\t\t\t\tDeltaLow: 2, DeltaMedium: -1, DeltaHigh: -5,\n\t\t\t\tMin: -50, Max: 50, Start: 10,\n\t\t\t},\n\t\t},\n\t\t{\n\t\t\tname: \"non-integer reputation delta\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_DELTA_LOW\": \"half\"}),\n\t\t\twantErr: \"REPUTATION_DELTA_LOW must be an integer\",\n\t\t},\n\t\t{\n\t\t\tname: \"min greater than max\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_MIN\": \"10\", \"REPUTATION_MAX\": \"5\"}),\n\t\t\twantErr: \"REPUTATION_MIN (10) must be <= REPUTATION_MAX (5)\",\n\t\t},\n\t\t{\n\t\t\tname: \"start outside clamp\",\n\t\t\tenv: merge(base, map[string]string{\"REPUTATION_START\": \"100\"}),\n\t\t\twantErr: \"REPUTATION_START (100) must be within\",\n\t\t},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tfor _, key := range allKeys {\n\t\t\t\tt.Setenv(key, \"\")\n\t\t\t}\n\t\t\tfor k, v := range tt.env {\n\t\t\t\tt.Setenv(k, v)\n\t\t\t}\n\n\t\t\tcfg, err := Load()\n\n\t\t\tif tt.wantErr != \"\" {\n\t\t\t\trequire.Error(t, err)\n\t\t\t\tassert.Contains(t, err.Error(), tt.wantErr)\n\t\t\t\treturn\n\t\t\t}\n\n\t\t\trequire.NoError(t, err)\n\t\t\tassert.Equal(t, tt.wantProvider, cfg.LLMProvider)\n\t\t\tassert.Equal(t, tt.wantModel, cfg.ClaudeModel)\n\t\t\tassert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)\n\t\t\tassert.Equal(t, tt.wantOTLP, cfg.OTLPEndpoint)\n\t\t\tassert.Equal(t, tt.wantRep, cfg.Reputation)\n\t\t})\n\t}\n}\n\nfunc defaultReputation() Reputation {\n\treturn Reputation{\n\t\tDeltaLow: defaultDeltaLow,\n\t\tDeltaMedium: defaultDeltaMedium,\n\t\tDeltaHigh: defaultDeltaHigh,\n\t\tMin: defaultRepMin,\n\t\tMax: defaultRepMax,\n\t\tStart: defaultRepStart,\n\t}\n}\n\nfunc merge(base, overrides map[string]string) map[string]string {\n\tout := make(map[string]string, len(base)+len(overrides))\n\tfor k, v := range base {\n\t\tout[k] = v\n\t}\n\tfor k, v := range overrides {\n\t\tout[k] = v\n\t}\n\treturn out\n}\n","structuredPatch":[{"oldStart":11,"oldLines":6,"newStart":11,"newLines":9,"lines":[" allKeys := []string{"," \"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\","," \"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",","+ \"OTEL_EXPORTER_OTLP_ENDPOINT\",","+ \"REPUTATION_DELTA_LOW\", \"REPUTATION_DELTA_MEDIUM\", \"REPUTATION_DELTA_HIGH\",","+ \"REPUTATION_MIN\", \"REPUTATION_MAX\", \"REPUTATION_START\","," }"," "," base := map[string]string{"]},{"oldStart":20,"oldLines":12,"newStart":23,"newLines":14,"lines":[" }"," "," tests := []struct {","- name string","- env map[string]string","- wantErr string","- wantProvider string","- wantModel string","+ name string","+ env map[string]string","+ wantErr string","+ wantProvider string","+ wantModel string"," wantBedrockRegion string","+ wantOTLP string","+ wantRep Reputation"," }{"," {"," name: \"missing TELEPORT_ADDR\","]},{"oldStart":52,"oldLines":18,"newStart":57,"newLines":21,"lines":[" env: base,"," wantProvider: ProviderAnthropic,"," wantModel: defaultModelAnthropic,","+ wantRep: defaultReputation(),"," },"," {"," name: \"explicit anthropic provider\","," env: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),"," wantProvider: ProviderAnthropic,"," wantModel: defaultModelAnthropic,","+ wantRep: defaultReputation(),"," },"," {"," name: \"bedrock provider, no API key required\","," env: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},"," wantProvider: ProviderBedrock,"," wantModel: defaultModelBedrock,","+ wantRep: defaultReputation(),"," },"," {"," name: \"bedrock provider with region\","]},{"oldStart":71,"oldLines":19,"newStart":79,"newLines":62,"lines":[" wantProvider: ProviderBedrock,"," wantModel: defaultModelBedrock,"," wantBedrockRegion: \"eu-west-1\",","+ wantRep: defaultReputation(),"," },"," {"," name: \"custom model overrides provider default\","," env: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),"," wantProvider: ProviderAnthropic,"," wantModel: \"claude-opus-4-7\",","+ wantRep: defaultReputation(),"," },"," {"," name: \"bedrock with custom model\","," env: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},"," wantProvider: ProviderBedrock,"," wantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",","+ wantRep: defaultReputation(),"," },","+ {","+ name: \"OTLP endpoint propagated\",","+ env: merge(base, map[string]string{\"OTEL_EXPORTER_OTLP_ENDPOINT\": \"localhost:4317\"}),","+ wantProvider: ProviderAnthropic,","+ wantModel: defaultModelAnthropic,","+ wantOTLP: \"localhost:4317\",","+ wantRep: defaultReputation(),","+ },","+ {","+ name: \"custom reputation deltas and range\",","+ env: merge(base, map[string]string{","+ \"REPUTATION_DELTA_LOW\": \"2\",","+ \"REPUTATION_DELTA_MEDIUM\": \"-1\",","+ \"REPUTATION_DELTA_HIGH\": \"-5\",","+ \"REPUTATION_MIN\": \"-50\",","+ \"REPUTATION_MAX\": \"50\",","+ \"REPUTATION_START\": \"10\",","+ }),","+ wantProvider: ProviderAnthropic,","+ wantModel: defaultModelAnthropic,","+ wantRep: Reputation{","+ DeltaLow: 2, DeltaMedium: -1, DeltaHigh: -5,","+ Min: -50, Max: 50, Start: 10,","+ },","+ },","+ {","+ name: \"non-integer reputation delta\",","+ env: merge(base, map[string]string{\"REPUTATION_DELTA_LOW\": \"half\"}),","+ wantErr: \"REPUTATION_DELTA_LOW must be an integer\",","+ },","+ {","+ name: \"min greater than max\",","+ env: merge(base, map[string]string{\"REPUTATION_MIN\": \"10\", \"REPUTATION_MAX\": \"5\"}),","+ wantErr: \"REPUTATION_MIN (10) must be <= REPUTATION_MAX (5)\",","+ },","+ {","+ name: \"start outside clamp\",","+ env: merge(base, map[string]string{\"REPUTATION_START\": \"100\"}),","+ wantErr: \"REPUTATION_START (100) must be within\",","+ },"," }"," "," for _, tt := range tests {"]},{"oldStart":107,"oldLines":10,"newStart":158,"newLines":23,"lines":[" assert.Equal(t, tt.wantProvider, cfg.LLMProvider)"," assert.Equal(t, tt.wantModel, cfg.ClaudeModel)"," assert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)","+ assert.Equal(t, tt.wantOTLP, cfg.OTLPEndpoint)","+ assert.Equal(t, tt.wantRep, cfg.Reputation)"," })"," }"," }"," ","+func defaultReputation() Reputation {","+ return Reputation{","+ DeltaLow: defaultDeltaLow,","+ DeltaMedium: defaultDeltaMedium,","+ DeltaHigh: defaultDeltaHigh,","+ Min: defaultRepMin,","+ Max: defaultRepMax,","+ Start: defaultRepStart,","+ }","+}","+"," func merge(base, overrides map[string]string) map[string]string {"," out := make(map[string]string, len(base)+len(overrides))"," for k, v := range base {"]}],"originalFile":"package config\n\nimport (\n\t\"testing\"\n\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc TestLoad(t *testing.T) {\n\tallKeys := []string{\n\t\t\"TELEPORT_ADDR\", \"TELEPORT_IDENTITY_FILE\",\n\t\t\"LLM_PROVIDER\", \"ANTHROPIC_API_KEY\", \"BEDROCK_REGION\", \"CLAUDE_MODEL\",\n\t}\n\n\tbase := map[string]string{\n\t\t\"TELEPORT_ADDR\": \"tp.example.com:443\",\n\t\t\"TELEPORT_IDENTITY_FILE\": \"/id.pem\",\n\t\t\"ANTHROPIC_API_KEY\": \"sk-ant-key\",\n\t}\n\n\ttests := []struct {\n\t\tname string\n\t\tenv map[string]string\n\t\twantErr string\n\t\twantProvider string\n\t\twantModel string\n\t\twantBedrockRegion string\n\t}{\n\t\t{\n\t\t\tname: \"missing TELEPORT_ADDR\",\n\t\t\tenv: map[string]string{\"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_ADDR is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing TELEPORT_IDENTITY_FILE\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"ANTHROPIC_API_KEY\": \"key\"},\n\t\t\twantErr: \"TELEPORT_IDENTITY_FILE is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"missing ANTHROPIC_API_KEY with default provider\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\"},\n\t\t\twantErr: \"ANTHROPIC_API_KEY is required\",\n\t\t},\n\t\t{\n\t\t\tname: \"invalid LLM_PROVIDER\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"openai\"}),\n\t\t\twantErr: \"LLM_PROVIDER must be\",\n\t\t},\n\t\t{\n\t\t\tname: \"defaults (anthropic)\",\n\t\t\tenv: base,\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t},\n\t\t{\n\t\t\tname: \"explicit anthropic provider\",\n\t\t\tenv: merge(base, map[string]string{\"LLM_PROVIDER\": \"anthropic\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: defaultModelAnthropic,\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider, no API key required\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock provider with region\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"BEDROCK_REGION\": \"eu-west-1\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: defaultModelBedrock,\n\t\t\twantBedrockRegion: \"eu-west-1\",\n\t\t},\n\t\t{\n\t\t\tname: \"custom model overrides provider default\",\n\t\t\tenv: merge(base, map[string]string{\"CLAUDE_MODEL\": \"claude-opus-4-7\"}),\n\t\t\twantProvider: ProviderAnthropic,\n\t\t\twantModel: \"claude-opus-4-7\",\n\t\t},\n\t\t{\n\t\t\tname: \"bedrock with custom model\",\n\t\t\tenv: map[string]string{\"TELEPORT_ADDR\": \"tp.example.com:443\", \"TELEPORT_IDENTITY_FILE\": \"/id.pem\", \"LLM_PROVIDER\": \"bedrock\", \"CLAUDE_MODEL\": \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\"},\n\t\t\twantProvider: ProviderBedrock,\n\t\t\twantModel: \"us.anthropic.claude-3-7-sonnet-20250219-v1:0\",\n\t\t},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tfor _, key := range allKeys {\n\t\t\t\tt.Setenv(key, \"\")\n\t\t\t}\n\t\t\tfor k, v := range tt.env {\n\t\t\t\tt.Setenv(k, v)\n\t\t\t}\n\n\t\t\tcfg, err := Load()\n\n\t\t\tif tt.wantErr != \"\" {\n\t\t\t\trequire.Error(t, err)\n\t\t\t\tassert.Contains(t, err.Error(), tt.wantErr)\n\t\t\t\treturn\n\t\t\t}\n\n\t\t\trequire.NoError(t, err)\n\t\t\tassert.Equal(t, tt.wantProvider, cfg.LLMProvider)\n\t\t\tassert.Equal(t, tt.wantModel, cfg.ClaudeModel)\n\t\t\tassert.Equal(t, tt.wantBedrockRegion, cfg.BedrockRegion)\n\t\t})\n\t}\n}\n\nfunc merge(base, overrides map[string]string) map[string]string {\n\tout := make(map[string]string, len(base)+len(overrides))\n\tfor k, v := range base {\n\t\tout[k] = v\n\t}\n\tfor k, v := range overrides 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{"parentUuid":"a98229f0-2f6e-4d65-91af-af8f434efdc5","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01FDrhH8fphz5UifjfsxzbLx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ms3VLnxrGk4EXrVdZWaVLm","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation.go","content":"// Package reputation maintains a per-user reputation score in Teleport user\n// traits based on evaluated access request risk. Scores are read and written\n// as string traits so they surface to approvers in the Teleport UI.\npackage reputation\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"strconv\"\n\t\"sync\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst (\n\tTraitScore = \"reputation_score\"\n\tTraitUpdatedAt = \"reputation_updated_at\"\n\tTraitLastDelta = \"reputation_last_delta\"\n)\n\n// UserClient is the subset of the Teleport API the manager needs.\ntype UserClient interface {\n\tGetUser(ctx context.Context, name string, withSecrets bool) (types.User, error)\n\tUpdateUser(ctx context.Context, user types.User) (types.User, error)\n}\n\n// Update describes the result of applying an assessment to a user's score.\ntype Update struct {\n\tUser string\n\tPrevious int\n\tDelta int\n\tNew int\n}\n\n// Manager updates per-user reputation traits based on assessment outcomes.\ntype Manager struct {\n\tclient UserClient\n\tcfg config.Reputation\n\tnow func() time.Time\n\n\tmu sync.Mutex\n\tlocks map[string]*sync.Mutex\n}\n\nfunc New(client UserClient, cfg config.Reputation) *Manager {\n\treturn &Manager{\n\t\tclient: client,\n\t\tcfg: cfg,\n\t\tnow: time.Now,\n\t\tlocks: make(map[string]*sync.Mutex),\n\t}\n}\n\n// Compute returns the new (clamped) score and the delta applied, given the\n// previous score, the risk level of the assessment, and the reputation config.\n// Exposed for unit tests and callers that want to preview the result.\nfunc Compute(prev int, level evaluator.RiskLevel, cfg config.Reputation) (next, delta int) {\n\tswitch level {\n\tcase evaluator.RiskLow:\n\t\tdelta = cfg.DeltaLow\n\tcase evaluator.RiskHigh:\n\t\tdelta = cfg.DeltaHigh\n\tdefault:\n\t\tdelta = cfg.DeltaMedium\n\t}\n\treturn clamp(prev+delta, cfg.Min, cfg.Max), delta\n}\n\n// Apply reads the user's current reputation, computes and writes the new\n// score, and returns what changed. Concurrent Apply calls for the same user\n// are serialized to avoid clobbering writes.\nfunc (m *Manager) Apply(ctx context.Context, username string, a *evaluator.Assessment) (Update, error) {\n\tlock := m.userLock(username)\n\tlock.Lock()\n\tdefer lock.Unlock()\n\n\tuser, err := m.client.GetUser(ctx, username, false)\n\tif err != nil {\n\t\treturn Update{}, fmt.Errorf(\"get user %q: %w\", username, err)\n\t}\n\n\ttraits := user.GetTraits()\n\tif traits == nil {\n\t\ttraits = make(map[string][]string)\n\t}\n\n\tprev := m.cfg.Start\n\tif existing, ok := firstTrait(traits, TraitScore); ok {\n\t\tif n, err := strconv.Atoi(existing); err == nil {\n\t\t\tprev = clamp(n, m.cfg.Min, m.cfg.Max)\n\t\t}\n\t}\n\n\tnext, delta := Compute(prev, a.RiskLevel, m.cfg)\n\n\ttraits[TraitScore] = []string{strconv.Itoa(next)}\n\ttraits[TraitUpdatedAt] = []string{m.now().UTC().Format(time.RFC3339)}\n\ttraits[TraitLastDelta] = []string{strconv.Itoa(delta)}\n\tuser.SetTraits(traits)\n\n\tif _, err := m.client.UpdateUser(ctx, user); err != nil {\n\t\treturn Update{}, fmt.Errorf(\"update user %q: %w\", username, err)\n\t}\n\n\treturn Update{User: username, Previous: prev, Delta: delta, New: next}, nil\n}\n\nfunc (m *Manager) userLock(user string) *sync.Mutex {\n\tm.mu.Lock()\n\tdefer m.mu.Unlock()\n\tl, ok := m.locks[user]\n\tif !ok {\n\t\tl = &sync.Mutex{}\n\t\tm.locks[user] = l\n\t}\n\treturn l\n}\n\nfunc firstTrait(t map[string][]string, key string) (string, bool) {\n\tv, ok := t[key]\n\tif !ok || len(v) == 0 {\n\t\treturn \"\", false\n\t}\n\treturn v[0], true\n}\n\nfunc clamp(n, lo, hi int) int {\n\tif n < lo {\n\t\treturn lo\n\t}\n\tif n > hi {\n\t\treturn hi\n\t}\n\treturn n\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2145,"cache_read_input_tokens":60606,"output_tokens":1815,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2145},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1815,"cache_read_input_tokens":60606,"cache_creation_input_tokens":2145,"cache_creation":{"ephemeral_5m_input_tokens":2145,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsbACzyYDSXFxR5eUVe","type":"assistant","uuid":"f967cc69-3840-4649-9e05-155a6bf5becc","timestamp":"2026-04-23T14:38:06.823Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"f967cc69-3840-4649-9e05-155a6bf5becc","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ms3VLnxrGk4EXrVdZWaVLm","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation.go"}]},"uuid":"bbb60c88-1cff-4075-982d-8d4bf65b7485","timestamp":"2026-04-23T14:38:17.424Z","toolUseResult":{"type":"create","filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation.go","content":"// Package reputation maintains a per-user reputation score in Teleport user\n// traits based on evaluated access request risk. Scores are read and written\n// as string traits so they surface to approvers in the Teleport UI.\npackage reputation\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"strconv\"\n\t\"sync\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst (\n\tTraitScore = \"reputation_score\"\n\tTraitUpdatedAt = \"reputation_updated_at\"\n\tTraitLastDelta = \"reputation_last_delta\"\n)\n\n// UserClient is the subset of the Teleport API the manager needs.\ntype UserClient interface {\n\tGetUser(ctx context.Context, name string, withSecrets bool) (types.User, error)\n\tUpdateUser(ctx context.Context, user types.User) (types.User, error)\n}\n\n// Update describes the result of applying an assessment to a user's score.\ntype Update struct {\n\tUser string\n\tPrevious int\n\tDelta int\n\tNew int\n}\n\n// Manager updates per-user reputation traits based on assessment outcomes.\ntype Manager struct {\n\tclient UserClient\n\tcfg config.Reputation\n\tnow func() time.Time\n\n\tmu sync.Mutex\n\tlocks map[string]*sync.Mutex\n}\n\nfunc New(client UserClient, cfg config.Reputation) *Manager {\n\treturn &Manager{\n\t\tclient: client,\n\t\tcfg: cfg,\n\t\tnow: time.Now,\n\t\tlocks: make(map[string]*sync.Mutex),\n\t}\n}\n\n// Compute returns the new (clamped) score and the delta applied, given the\n// previous score, the risk level of the assessment, and the reputation config.\n// Exposed for unit tests and callers that want to preview the result.\nfunc Compute(prev int, level evaluator.RiskLevel, cfg config.Reputation) (next, delta int) {\n\tswitch level {\n\tcase evaluator.RiskLow:\n\t\tdelta = cfg.DeltaLow\n\tcase evaluator.RiskHigh:\n\t\tdelta = cfg.DeltaHigh\n\tdefault:\n\t\tdelta = cfg.DeltaMedium\n\t}\n\treturn clamp(prev+delta, cfg.Min, cfg.Max), delta\n}\n\n// Apply reads the user's current reputation, computes and writes the new\n// score, and returns what changed. Concurrent Apply calls for the same user\n// are serialized to avoid clobbering writes.\nfunc (m *Manager) Apply(ctx context.Context, username string, a *evaluator.Assessment) (Update, error) {\n\tlock := m.userLock(username)\n\tlock.Lock()\n\tdefer lock.Unlock()\n\n\tuser, err := m.client.GetUser(ctx, username, false)\n\tif err != nil {\n\t\treturn Update{}, fmt.Errorf(\"get user %q: %w\", username, err)\n\t}\n\n\ttraits := user.GetTraits()\n\tif traits == nil {\n\t\ttraits = make(map[string][]string)\n\t}\n\n\tprev := m.cfg.Start\n\tif existing, ok := firstTrait(traits, TraitScore); ok {\n\t\tif n, err := strconv.Atoi(existing); err == nil {\n\t\t\tprev = clamp(n, m.cfg.Min, m.cfg.Max)\n\t\t}\n\t}\n\n\tnext, delta := Compute(prev, a.RiskLevel, m.cfg)\n\n\ttraits[TraitScore] = []string{strconv.Itoa(next)}\n\ttraits[TraitUpdatedAt] = []string{m.now().UTC().Format(time.RFC3339)}\n\ttraits[TraitLastDelta] = []string{strconv.Itoa(delta)}\n\tuser.SetTraits(traits)\n\n\tif _, err := m.client.UpdateUser(ctx, user); err != nil {\n\t\treturn Update{}, fmt.Errorf(\"update user %q: %w\", username, err)\n\t}\n\n\treturn Update{User: username, Previous: prev, Delta: delta, New: next}, nil\n}\n\nfunc (m *Manager) userLock(user string) *sync.Mutex {\n\tm.mu.Lock()\n\tdefer m.mu.Unlock()\n\tl, ok := m.locks[user]\n\tif !ok {\n\t\tl = &sync.Mutex{}\n\t\tm.locks[user] = l\n\t}\n\treturn l\n}\n\nfunc firstTrait(t map[string][]string, key string) (string, bool) {\n\tv, ok := t[key]\n\tif !ok || len(v) == 0 {\n\t\treturn \"\", false\n\t}\n\treturn v[0], true\n}\n\nfunc clamp(n, lo, hi int) int {\n\tif n < lo {\n\t\treturn lo\n\t}\n\tif n > hi {\n\t\treturn hi\n\t}\n\treturn n\n}\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"f967cc69-3840-4649-9e05-155a6bf5becc","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"bbb60c88-1cff-4075-982d-8d4bf65b7485","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01AEf66cATRxrmZ6xsqcoB8f","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015qwsj63jLKFLmyTvYAgX4N","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation_test.go","content":"package reputation\n\nimport (\n\t\"context\"\n\t\"errors\"\n\t\"strconv\"\n\t\"sync\"\n\t\"testing\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc defaultCfg() config.Reputation {\n\treturn config.Reputation{\n\t\tDeltaLow: 1,\n\t\tDeltaMedium: 0,\n\t\tDeltaHigh: -2,\n\t\tMin: -20,\n\t\tMax: 20,\n\t\tStart: 0,\n\t}\n}\n\nfunc TestCompute(t *testing.T) {\n\tcfg := defaultCfg()\n\n\ttests := []struct {\n\t\tname string\n\t\tprev int\n\t\tlevel evaluator.RiskLevel\n\t\twantNext int\n\t\twantDelta int\n\t}{\n\t\t{\"low adds DeltaLow\", 5, evaluator.RiskLow, 6, 1},\n\t\t{\"medium no-op by default\", 5, evaluator.RiskMedium, 5, 0},\n\t\t{\"high subtracts\", 5, evaluator.RiskHigh, 3, -2},\n\t\t{\"clamp at max\", 20, evaluator.RiskLow, 20, 1},\n\t\t{\"clamp at min\", -20, evaluator.RiskHigh, -20, -2},\n\t\t{\"unknown level treated as medium\", -3, evaluator.RiskLevel(\"weird\"), -3, 0},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tnext, delta := Compute(tt.prev, tt.level, cfg)\n\t\t\tassert.Equal(t, tt.wantNext, next, \"next score\")\n\t\t\tassert.Equal(t, tt.wantDelta, delta, \"delta applied\")\n\t\t})\n\t}\n}\n\n// fakeUserClient captures GetUser/UpdateUser calls against an in-memory map.\ntype fakeUserClient struct {\n\tmu sync.Mutex\n\tusers map[string]types.User\n\tgetErr error\n\tputErr error\n\tupdates int\n}\n\nfunc newFakeUserClient(t *testing.T, existing map[string]map[string][]string) *fakeUserClient {\n\tt.Helper()\n\tf := &fakeUserClient{users: make(map[string]types.User)}\n\tfor name, traits := range existing {\n\t\tu, err := types.NewUser(name)\n\t\trequire.NoError(t, err)\n\t\tif traits != nil {\n\t\t\tu.SetTraits(traits)\n\t\t}\n\t\tf.users[name] = u\n\t}\n\treturn f\n}\n\nfunc (f *fakeUserClient) GetUser(_ context.Context, name string, _ bool) (types.User, error) {\n\tf.mu.Lock()\n\tdefer f.mu.Unlock()\n\tif f.getErr != nil {\n\t\treturn nil, f.getErr\n\t}\n\tu, ok := f.users[name]\n\tif !ok {\n\t\treturn nil, errors.New(\"user not found\")\n\t}\n\treturn u, nil\n}\n\nfunc (f *fakeUserClient) UpdateUser(_ context.Context, u types.User) (types.User, error) {\n\tf.mu.Lock()\n\tdefer f.mu.Unlock()\n\tif f.putErr != nil {\n\t\treturn nil, f.putErr\n\t}\n\tf.users[u.GetName()] = u\n\tf.updates++\n\treturn u, nil\n}\n\nfunc TestManager_Apply_NewUserStartsAtStart(t *testing.T) {\n\tcfg := defaultCfg()\n\tcfg.Start = 3\n\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"alice\": nil})\n\tm := New(client, cfg)\n\tm.now = func() time.Time { return time.Date(2026, 4, 23, 12, 0, 0, 0, time.UTC) }\n\n\tgot, err := m.Apply(context.Background(), \"alice\", &evaluator.Assessment{RiskLevel: evaluator.RiskHigh})\n\trequire.NoError(t, err)\n\n\tassert.Equal(t, Update{User: \"alice\", Previous: 3, Delta: -2, New: 1}, got)\n\n\ttraits := client.users[\"alice\"].GetTraits()\n\tassert.Equal(t, []string{\"1\"}, traits[TraitScore])\n\tassert.Equal(t, []string{\"-2\"}, traits[TraitLastDelta])\n\tassert.Equal(t, []string{\"2026-04-23T12:00:00Z\"}, traits[TraitUpdatedAt])\n}\n\nfunc TestManager_Apply_ExistingScoreRead(t *testing.T) {\n\tcfg := defaultCfg()\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"bob\": {TraitScore: {\"-5\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"bob\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.NoError(t, err)\n\tassert.Equal(t, -5, got.Previous)\n\tassert.Equal(t, 1, got.Delta)\n\tassert.Equal(t, -4, got.New)\n}\n\nfunc TestManager_Apply_CorruptedScoreResetsToStart(t *testing.T) {\n\tcfg := defaultCfg()\n\tcfg.Start = 7\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"carol\": {TraitScore: {\"not-a-number\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"carol\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.NoError(t, err)\n\tassert.Equal(t, 7, got.Previous, \"should fall back to Start when trait unparseable\")\n\tassert.Equal(t, 8, got.New)\n}\n\nfunc TestManager_Apply_ClampsExistingOutOfRangeScore(t *testing.T) {\n\tcfg := defaultCfg() // [-20, 20]\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"dave\": {TraitScore: {\"9999\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"dave\", &evaluator.Assessment{RiskLevel: evaluator.RiskHigh})\n\trequire.NoError(t, err)\n\tassert.Equal(t, 20, got.Previous, \"stored score outside range is clamped on read\")\n\tassert.Equal(t, 18, got.New)\n}\n\nfunc TestManager_Apply_PropagatesGetError(t *testing.T) {\n\tclient := newFakeUserClient(t, nil)\n\tclient.getErr = errors.New(\"teleport down\")\n\tm := New(client, defaultCfg())\n\n\t_, err := m.Apply(context.Background(), \"eve\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.Error(t, err)\n\tassert.Contains(t, err.Error(), \"teleport down\")\n}\n\nfunc TestManager_Apply_PropagatesUpdateError(t *testing.T) {\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"frank\": nil})\n\tclient.putErr = errors.New(\"write rejected\")\n\tm := New(client, defaultCfg())\n\n\t_, err := m.Apply(context.Background(), \"frank\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.Error(t, err)\n\tassert.Contains(t, err.Error(), \"write rejected\")\n}\n\n// Concurrent Apply calls for the same user must not clobber each other:\n// each call must see the effect of the previous one.\nfunc TestManager_Apply_SerializesPerUser(t *testing.T) {\n\tcfg := defaultCfg()\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"grace\": nil})\n\tm := New(client, cfg)\n\n\tconst n = 50\n\tvar wg sync.WaitGroup\n\tfor i := 0; i < n; i++ {\n\t\twg.Add(1)\n\t\tgo func() {\n\t\t\tdefer wg.Done()\n\t\t\t_, err := m.Apply(context.Background(), \"grace\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\t\t\tassert.NoError(t, err)\n\t\t}()\n\t}\n\twg.Wait()\n\n\ttraits := client.users[\"grace\"].GetTraits()\n\tgot, err := strconv.Atoi(traits[TraitScore][0])\n\trequire.NoError(t, err)\n\t// Start is 0, each call adds DeltaLow=1, clamp at Max=20.\n\tassert.Equal(t, cfg.Max, got)\n\tassert.Equal(t, n, 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{"parentUuid":"1896e6e7-f585-4061-8433-fd0c07d5867f","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015qwsj63jLKFLmyTvYAgX4N","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation_test.go"}]},"uuid":"1449b8ed-7858-4ac2-87f4-35d08bc028df","timestamp":"2026-04-23T14:38:59.661Z","toolUseResult":{"type":"create","filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/reputation/reputation_test.go","content":"package reputation\n\nimport (\n\t\"context\"\n\t\"errors\"\n\t\"strconv\"\n\t\"sync\"\n\t\"testing\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/stretchr/testify/assert\"\n\t\"github.com/stretchr/testify/require\"\n)\n\nfunc defaultCfg() config.Reputation {\n\treturn config.Reputation{\n\t\tDeltaLow: 1,\n\t\tDeltaMedium: 0,\n\t\tDeltaHigh: -2,\n\t\tMin: -20,\n\t\tMax: 20,\n\t\tStart: 0,\n\t}\n}\n\nfunc TestCompute(t *testing.T) {\n\tcfg := defaultCfg()\n\n\ttests := []struct {\n\t\tname string\n\t\tprev int\n\t\tlevel evaluator.RiskLevel\n\t\twantNext int\n\t\twantDelta int\n\t}{\n\t\t{\"low adds DeltaLow\", 5, evaluator.RiskLow, 6, 1},\n\t\t{\"medium no-op by default\", 5, evaluator.RiskMedium, 5, 0},\n\t\t{\"high subtracts\", 5, evaluator.RiskHigh, 3, -2},\n\t\t{\"clamp at max\", 20, evaluator.RiskLow, 20, 1},\n\t\t{\"clamp at min\", -20, evaluator.RiskHigh, -20, -2},\n\t\t{\"unknown level treated as medium\", -3, evaluator.RiskLevel(\"weird\"), -3, 0},\n\t}\n\n\tfor _, tt := range tests {\n\t\tt.Run(tt.name, func(t *testing.T) {\n\t\t\tnext, delta := Compute(tt.prev, tt.level, cfg)\n\t\t\tassert.Equal(t, tt.wantNext, next, \"next score\")\n\t\t\tassert.Equal(t, tt.wantDelta, delta, \"delta applied\")\n\t\t})\n\t}\n}\n\n// fakeUserClient captures GetUser/UpdateUser calls against an in-memory map.\ntype fakeUserClient struct {\n\tmu sync.Mutex\n\tusers map[string]types.User\n\tgetErr error\n\tputErr error\n\tupdates int\n}\n\nfunc newFakeUserClient(t *testing.T, existing map[string]map[string][]string) *fakeUserClient {\n\tt.Helper()\n\tf := &fakeUserClient{users: make(map[string]types.User)}\n\tfor name, traits := range existing {\n\t\tu, err := types.NewUser(name)\n\t\trequire.NoError(t, err)\n\t\tif traits != nil {\n\t\t\tu.SetTraits(traits)\n\t\t}\n\t\tf.users[name] = u\n\t}\n\treturn f\n}\n\nfunc (f *fakeUserClient) GetUser(_ context.Context, name string, _ bool) (types.User, error) {\n\tf.mu.Lock()\n\tdefer f.mu.Unlock()\n\tif f.getErr != nil {\n\t\treturn nil, f.getErr\n\t}\n\tu, ok := f.users[name]\n\tif !ok {\n\t\treturn nil, errors.New(\"user not found\")\n\t}\n\treturn u, nil\n}\n\nfunc (f *fakeUserClient) UpdateUser(_ context.Context, u types.User) (types.User, error) {\n\tf.mu.Lock()\n\tdefer f.mu.Unlock()\n\tif f.putErr != nil {\n\t\treturn nil, f.putErr\n\t}\n\tf.users[u.GetName()] = u\n\tf.updates++\n\treturn u, nil\n}\n\nfunc TestManager_Apply_NewUserStartsAtStart(t *testing.T) {\n\tcfg := defaultCfg()\n\tcfg.Start = 3\n\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"alice\": nil})\n\tm := New(client, cfg)\n\tm.now = func() time.Time { return time.Date(2026, 4, 23, 12, 0, 0, 0, time.UTC) }\n\n\tgot, err := m.Apply(context.Background(), \"alice\", &evaluator.Assessment{RiskLevel: evaluator.RiskHigh})\n\trequire.NoError(t, err)\n\n\tassert.Equal(t, Update{User: \"alice\", Previous: 3, Delta: -2, New: 1}, got)\n\n\ttraits := client.users[\"alice\"].GetTraits()\n\tassert.Equal(t, []string{\"1\"}, traits[TraitScore])\n\tassert.Equal(t, []string{\"-2\"}, traits[TraitLastDelta])\n\tassert.Equal(t, []string{\"2026-04-23T12:00:00Z\"}, traits[TraitUpdatedAt])\n}\n\nfunc TestManager_Apply_ExistingScoreRead(t *testing.T) {\n\tcfg := defaultCfg()\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"bob\": {TraitScore: {\"-5\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"bob\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.NoError(t, err)\n\tassert.Equal(t, -5, got.Previous)\n\tassert.Equal(t, 1, got.Delta)\n\tassert.Equal(t, -4, got.New)\n}\n\nfunc TestManager_Apply_CorruptedScoreResetsToStart(t *testing.T) {\n\tcfg := defaultCfg()\n\tcfg.Start = 7\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"carol\": {TraitScore: {\"not-a-number\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"carol\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.NoError(t, err)\n\tassert.Equal(t, 7, got.Previous, \"should fall back to Start when trait unparseable\")\n\tassert.Equal(t, 8, got.New)\n}\n\nfunc TestManager_Apply_ClampsExistingOutOfRangeScore(t *testing.T) {\n\tcfg := defaultCfg() // [-20, 20]\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\n\t\t\"dave\": {TraitScore: {\"9999\"}},\n\t})\n\tm := New(client, cfg)\n\n\tgot, err := m.Apply(context.Background(), \"dave\", &evaluator.Assessment{RiskLevel: evaluator.RiskHigh})\n\trequire.NoError(t, err)\n\tassert.Equal(t, 20, got.Previous, \"stored score outside range is clamped on read\")\n\tassert.Equal(t, 18, got.New)\n}\n\nfunc TestManager_Apply_PropagatesGetError(t *testing.T) {\n\tclient := newFakeUserClient(t, nil)\n\tclient.getErr = errors.New(\"teleport down\")\n\tm := New(client, defaultCfg())\n\n\t_, err := m.Apply(context.Background(), \"eve\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.Error(t, err)\n\tassert.Contains(t, err.Error(), \"teleport down\")\n}\n\nfunc TestManager_Apply_PropagatesUpdateError(t *testing.T) {\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"frank\": nil})\n\tclient.putErr = errors.New(\"write rejected\")\n\tm := New(client, defaultCfg())\n\n\t_, err := m.Apply(context.Background(), \"frank\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\trequire.Error(t, err)\n\tassert.Contains(t, err.Error(), \"write rejected\")\n}\n\n// Concurrent Apply calls for the same user must not clobber each other:\n// each call must see the effect of the previous one.\nfunc TestManager_Apply_SerializesPerUser(t *testing.T) {\n\tcfg := defaultCfg()\n\tclient := newFakeUserClient(t, map[string]map[string][]string{\"grace\": nil})\n\tm := New(client, cfg)\n\n\tconst n = 50\n\tvar wg sync.WaitGroup\n\tfor i := 0; i < n; i++ {\n\t\twg.Add(1)\n\t\tgo func() {\n\t\t\tdefer wg.Done()\n\t\t\t_, err := m.Apply(context.Background(), \"grace\", &evaluator.Assessment{RiskLevel: evaluator.RiskLow})\n\t\t\tassert.NoError(t, err)\n\t\t}()\n\t}\n\twg.Wait()\n\n\ttraits := client.users[\"grace\"].GetTraits()\n\tgot, err := strconv.Atoi(traits[TraitScore][0])\n\trequire.NoError(t, err)\n\t// Start is 0, each call adds DeltaLow=1, clamp at Max=20.\n\tassert.Equal(t, cfg.Max, got)\n\tassert.Equal(t, n, client.updates)\n}\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"1896e6e7-f585-4061-8433-fd0c07d5867f","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"0c130021-de96-466e-b55a-da4a13138d87","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01D7fdA8E84HhRQrfhfuxrkk","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LFCPKMei3sybWYuuoViQzo","name":"Bash","input":{"command":"mise exec -- go doc go.opentelemetry.io/otel/metric.Meter 2>&1 | grep -E \"Int64Gauge|Int64Histogram|Int64Counter\" | head -10","description":"Verify Meter has Int64Gauge"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":252,"cache_read_input_tokens":67785,"output_tokens":3286,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":252},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":3286,"cache_read_input_tokens":67785,"cache_creation_input_tokens":252,"cache_creation":{"ephemeral_5m_input_tokens":252,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsgcm4fgBhh7fLAgP1x","type":"assistant","uuid":"0954e7f3-69d5-4b4d-b2f1-c9307de7beab","timestamp":"2026-04-23T14:39:42.825Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"ac8a228c-a045-48d8-833e-afb134069545","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Q4LkKBFPdtCmGhkuUVaA4v","type":"tool_result","content":"package noop // import \"go.opentelemetry.io/otel/metric/noop\"\n\nPackage noop provides an implementation of the OpenTelemetry metric API that\nproduces no telemetry and minimizes used computation resources.\n\nUsing this package to implement the OpenTelemetry metric API will effectively\ndisable OpenTelemetry.\n\nThis implementation can be embedded in other implementations of the\nOpenTelemetry metric API. Doing so will mean the implementation defaults to no\noperation for methods it does not implement.\n\ntype Float64Counter struct{ ... }\ntype Float64Gauge struct{ ... }\ntype Float64Histogram struct{ ... }\n---semconv---\ngo: malformed module path \"go.opentelemetry.io/otel/semconv/v1.26.0\": invalid version\n---sdkmetric---\npackage metric // import \"go.opentelemetry.io/otel/sdk/metric\"\n\nfunc NewPeriodicReader(exporter Exporter, options ...PeriodicReaderOption) *PeriodicReader\n NewPeriodicReader returns a Reader that collects and exports metric data\n to the exporter at a defined interval. By default, the returned Reader will","is_error":false}]},"uuid":"0b33f18d-72bc-4adc-8574-86898070947a","timestamp":"2026-04-23T14:40:16.973Z","toolUseResult":{"stdout":"package noop // import \"go.opentelemetry.io/otel/metric/noop\"\n\nPackage noop provides an implementation of the OpenTelemetry metric API that\nproduces no telemetry and minimizes used computation resources.\n\nUsing this package to implement the OpenTelemetry metric API will effectively\ndisable OpenTelemetry.\n\nThis implementation can be embedded in other implementations of the\nOpenTelemetry metric API. Doing so will mean the implementation defaults to no\noperation for methods it does not implement.\n\ntype Float64Counter struct{ ... }\ntype Float64Gauge struct{ ... }\ntype Float64Histogram struct{ ... }\n---semconv---\ngo: malformed module path \"go.opentelemetry.io/otel/semconv/v1.26.0\": invalid version\n---sdkmetric---\npackage metric // import \"go.opentelemetry.io/otel/sdk/metric\"\n\nfunc NewPeriodicReader(exporter Exporter, options ...PeriodicReaderOption) *PeriodicReader\n NewPeriodicReader returns a Reader that collects and exports metric data\n to the exporter at a defined interval. By default, the returned Reader will","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"ac8a228c-a045-48d8-833e-afb134069545","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"bf3f1ee1-7e8c-4d7e-93e1-ec86ee11f93a","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01BGzFPU6G5dLf7TPkjR2Q8D","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01676ziZAzNjGTtxZcKqfkrx","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/telemetry/telemetry.go","content":"// Package telemetry wires up an OTel meter provider. When OTLP is disabled\n// (empty endpoint), a no-op provider is returned so record calls remain safe\n// and cheap throughout the hot path.\npackage telemetry\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\n\t\"go.opentelemetry.io/otel/attribute\"\n\t\"go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc\"\n\t\"go.opentelemetry.io/otel/metric\"\n\t\"go.opentelemetry.io/otel/metric/noop\"\n\tsdkmetric \"go.opentelemetry.io/otel/sdk/metric\"\n\t\"go.opentelemetry.io/otel/sdk/resource\"\n)\n\nconst serviceName = \"televibe\"\n\n// Instruments are the metric handles recorded on the evaluate path.\ntype Instruments struct {\n\tRiskScore metric.Int64Histogram\n\tReputationScore metric.Int64Gauge\n\tAdjustments metric.Int64Counter\n}\n\n// Metrics owns the meter provider lifecycle plus the instruments. Shutdown\n// flushes and releases the exporter; safe to call on a no-op provider.\ntype Metrics struct {\n\tInstruments Instruments\n\tShutdown func(context.Context) error\n}\n\n// New builds metric instruments. If endpoint is empty, a no-op meter is used\n// and no OTLP connection is opened. Otherwise, OTLP gRPC metrics ship to\n// endpoint (insecure; intended for an in-cluster collector on localhost:4317\n// or similar).\nfunc New(ctx context.Context, endpoint string) (*Metrics, error) {\n\tif endpoint == \"\" {\n\t\tinstr, err := buildInstruments(noop.NewMeterProvider().Meter(serviceName))\n\t\tif err != nil {\n\t\t\treturn nil, err\n\t\t}\n\t\treturn &Metrics{\n\t\t\tInstruments: instr,\n\t\t\tShutdown: func(context.Context) error { return nil },\n\t\t}, nil\n\t}\n\n\texp, err := otlpmetricgrpc.New(ctx,\n\t\totlpmetricgrpc.WithEndpoint(endpoint),\n\t\totlpmetricgrpc.WithInsecure(),\n\t)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"otlp metric exporter: %w\", err)\n\t}\n\n\tres, err := resource.New(ctx, resource.WithAttributes(\n\t\tattribute.String(\"service.name\", serviceName),\n\t))\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"resource: %w\", err)\n\t}\n\n\tprovider := sdkmetric.NewMeterProvider(\n\t\tsdkmetric.WithReader(sdkmetric.NewPeriodicReader(exp)),\n\t\tsdkmetric.WithResource(res),\n\t)\n\n\tinstr, err := buildInstruments(provider.Meter(serviceName))\n\tif err != nil {\n\t\t// Best-effort cleanup of the exporter if instrument setup fails.\n\t\t_ = provider.Shutdown(ctx)\n\t\treturn nil, err\n\t}\n\n\treturn &Metrics{\n\t\tInstruments: instr,\n\t\tShutdown: provider.Shutdown,\n\t}, nil\n}\n\nfunc buildInstruments(m metric.Meter) (Instruments, error) {\n\triskScore, err := m.Int64Histogram(\n\t\t\"televibe.assessment.risk_score\",\n\t\tmetric.WithDescription(\"Risk score assigned by the evaluator (1-10)\"),\n\t)\n\tif err != nil {\n\t\treturn Instruments{}, fmt.Errorf(\"risk_score histogram: %w\", err)\n\t}\n\n\trepScore, err := m.Int64Gauge(\n\t\t\"televibe.reputation.score\",\n\t\tmetric.WithDescription(\"Current reputation score for a user after the latest assessment\"),\n\t)\n\tif err != nil {\n\t\treturn Instruments{}, fmt.Errorf(\"reputation.score gauge: %w\", err)\n\t}\n\n\tadjustments, err := m.Int64Counter(\n\t\t\"televibe.reputation.adjustments\",\n\t\tmetric.WithDescription(\"Count of reputation adjustments applied, tagged by risk_level\"),\n\t)\n\tif err != nil {\n\t\treturn Instruments{}, fmt.Errorf(\"adjustments counter: %w\", err)\n\t}\n\n\treturn Instruments{\n\t\tRiskScore: riskScore,\n\t\tReputationScore: repScore,\n\t\tAdjustments: adjustments,\n\t}, nil\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":250,"cache_read_input_tokens":72394,"output_tokens":1809,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":250},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1809,"cache_read_input_tokens":72394,"cache_creation_input_tokens":250,"cache_creation":{"ephemeral_5m_input_tokens":250,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLso6P9KYyTgYfRYxsQz","type":"assistant","uuid":"5af3ffa7-daeb-4209-8cc1-d081e24e9bef","timestamp":"2026-04-23T14:40:50.527Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"1. yes, 2. the OTLP endpoint configuration should use the env var, typically on localhost:4317 but if no env var is set just disable OTLP shipping. 3. yes that is fine. 4. the deltas look good but let…","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
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{"parentUuid":"a1741419-c1f2-4243-9a24-8d3e0b274853","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01SmQQP4sJt6MdhikpxaJsrz","type":"message","role":"assistant","content":[{"type":"text","text":"Now to wire everything. The reputation manager needs the Teleport client too, so I'll lift client construction into main and have the watcher accept an already-built client."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":252,"cache_read_input_tokens":75085,"output_tokens":2247,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":252},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2247,"cache_read_input_tokens":75085,"cache_creation_input_tokens":252,"cache_creation":{"ephemeral_5m_input_tokens":252,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsrS6e6pg4sbhPEBN1h","type":"assistant","uuid":"f75f1f7b-6ba2-4b76-8e02-e6b90e0d1853","timestamp":"2026-04-23T14:41:29.123Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"f75f1f7b-6ba2-4b76-8e02-e6b90e0d1853","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01SmQQP4sJt6MdhikpxaJsrz","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AX1PhudedEJE52c2f4Aa36","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/internal/watcher/watcher.go","content":"package watcher\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/client\"\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst reconnectDelay = 5 * time.Second\n\n// Watcher streams pending Teleport access requests onto a channel.\n// It reconnects automatically on watcher failure. The Teleport client\n// lifecycle is owned by the caller.\ntype Watcher struct {\n\tclient *client.Client\n\trequests chan evaluator.Request\n\tlogger *slog.Logger\n}\n\n// New constructs a Teleport client from the identity file at addr.\nfunc NewClient(ctx context.Context, addr, identityFile string) (*client.Client, error) {\n\tclt, err := client.New(ctx, client.Config{\n\t\tAddrs: []string{addr},\n\t\tCredentials: []client.Credentials{\n\t\t\tclient.LoadIdentityFile(identityFile),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"connecting to teleport: %w\", err)\n\t}\n\treturn clt, nil\n}\n\n// New starts a watcher against the supplied Teleport client.\nfunc New(ctx context.Context, clt *client.Client, logger *slog.Logger) *Watcher {\n\tw := &Watcher{\n\t\tclient: clt,\n\t\trequests: make(chan evaluator.Request, 32),\n\t\tlogger: logger,\n\t}\n\n\tgo w.watch(ctx)\n\treturn w\n}\n\n// Requests returns the channel of incoming pending access requests.\nfunc (w *Watcher) Requests() <-chan evaluator.Request {\n\treturn w.requests\n}\n\nfunc (w *Watcher) watch(ctx context.Context) {\n\tdefer close(w.requests)\n\n\tfor {\n\t\tif err := w.watchOnce(ctx); err != nil {\n\t\t\tif ctx.Err() != nil {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.logger.Error(\"watcher disconnected, reconnecting\", \"error\", err, \"delay\", reconnectDelay)\n\t\t\tselect {\n\t\t\tcase <-time.After(reconnectDelay):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}\n}\n\nfunc (w *Watcher) watchOnce(ctx context.Context) error {\n\twatcher, err := w.client.NewWatcher(ctx, types.Watch{\n\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n\t})\n\tif err != nil {\n\t\treturn fmt.Errorf(\"creating watcher: %w\", err)\n\t}\n\tdefer watcher.Close()\n\n\t// The first event must be OpInit confirming the watch is established.\n\tselect {\n\tcase event := <-watcher.Events():\n\t\tif event.Type != types.OpInit {\n\t\t\treturn fmt.Errorf(\"expected OpInit, got %v\", event.Type)\n\t\t}\n\t\tw.logger.Info(\"teleport watcher initialized\")\n\tcase <-watcher.Done():\n\t\treturn fmt.Errorf(\"watcher closed during init: %w\", watcher.Error())\n\tcase <-ctx.Done():\n\t\treturn ctx.Err()\n\t}\n\n\tfor {\n\t\tselect {\n\t\tcase event := <-watcher.Events():\n\t\t\tif event.Type != types.OpPut {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\treq, ok := event.Resource.(types.AccessRequest)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\t// Only forward newly-pending requests; ignore state transitions (approve/deny).\n\t\t\tif req.GetState() != types.RequestState_PENDING {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tselect {\n\t\t\tcase w.requests <- toRequest(req):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn ctx.Err()\n\t\t\t}\n\t\tcase <-watcher.Done():\n\t\t\treturn fmt.Errorf(\"watcher closed: %w\", watcher.Error())\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\t}\n\t}\n}\n\nfunc toRequest(req types.AccessRequest) evaluator.Request {\n\treturn evaluator.Request{\n\t\tID: req.GetName(),\n\t\tUser: req.GetUser(),\n\t\tRoles: req.GetRoles(),\n\t\tReason: req.GetRequestReason(),\n\t}\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":252,"cache_read_input_tokens":75085,"output_tokens":2247,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":252},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2247,"cache_read_input_tokens":75085,"cache_creation_input_tokens":252,"cache_creation":{"ephemeral_5m_input_tokens":252,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsrS6e6pg4sbhPEBN1h","type":"assistant","uuid":"da5392ca-b6fe-464d-988e-ef1cf85ce9e8","timestamp":"2026-04-23T14:41:42.672Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"da5392ca-b6fe-464d-988e-ef1cf85ce9e8","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AX1PhudedEJE52c2f4Aa36","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/internal/watcher/watcher.go has been updated successfully."}]},"uuid":"3bd9b2bc-38a3-45c7-9808-2f2165605268","timestamp":"2026-04-23T14:41:45.563Z","toolUseResult":{"type":"update","filePath":"/Users/steve.briggs/projects/operations/services/televibe/internal/watcher/watcher.go","content":"package watcher\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/client\"\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst reconnectDelay = 5 * time.Second\n\n// Watcher streams pending Teleport access requests onto a channel.\n// It reconnects automatically on watcher failure. The Teleport client\n// lifecycle is owned by the caller.\ntype Watcher struct {\n\tclient *client.Client\n\trequests chan evaluator.Request\n\tlogger *slog.Logger\n}\n\n// New constructs a Teleport client from the identity file at addr.\nfunc NewClient(ctx context.Context, addr, identityFile string) (*client.Client, error) {\n\tclt, err := client.New(ctx, client.Config{\n\t\tAddrs: []string{addr},\n\t\tCredentials: []client.Credentials{\n\t\t\tclient.LoadIdentityFile(identityFile),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"connecting to teleport: %w\", err)\n\t}\n\treturn clt, nil\n}\n\n// New starts a watcher against the supplied Teleport client.\nfunc New(ctx context.Context, clt *client.Client, logger *slog.Logger) *Watcher {\n\tw := &Watcher{\n\t\tclient: clt,\n\t\trequests: make(chan evaluator.Request, 32),\n\t\tlogger: logger,\n\t}\n\n\tgo w.watch(ctx)\n\treturn w\n}\n\n// Requests returns the channel of incoming pending access requests.\nfunc (w *Watcher) Requests() <-chan evaluator.Request {\n\treturn w.requests\n}\n\nfunc (w *Watcher) watch(ctx context.Context) {\n\tdefer close(w.requests)\n\n\tfor {\n\t\tif err := w.watchOnce(ctx); err != nil {\n\t\t\tif ctx.Err() != nil {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.logger.Error(\"watcher disconnected, reconnecting\", \"error\", err, \"delay\", reconnectDelay)\n\t\t\tselect {\n\t\t\tcase <-time.After(reconnectDelay):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}\n}\n\nfunc (w *Watcher) watchOnce(ctx context.Context) error {\n\twatcher, err := w.client.NewWatcher(ctx, types.Watch{\n\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n\t})\n\tif err != nil {\n\t\treturn fmt.Errorf(\"creating watcher: %w\", err)\n\t}\n\tdefer watcher.Close()\n\n\t// The first event must be OpInit confirming the watch is established.\n\tselect {\n\tcase event := <-watcher.Events():\n\t\tif event.Type != types.OpInit {\n\t\t\treturn fmt.Errorf(\"expected OpInit, got %v\", event.Type)\n\t\t}\n\t\tw.logger.Info(\"teleport watcher initialized\")\n\tcase <-watcher.Done():\n\t\treturn fmt.Errorf(\"watcher closed during init: %w\", watcher.Error())\n\tcase <-ctx.Done():\n\t\treturn ctx.Err()\n\t}\n\n\tfor {\n\t\tselect {\n\t\tcase event := <-watcher.Events():\n\t\t\tif event.Type != types.OpPut {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\treq, ok := event.Resource.(types.AccessRequest)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\t// Only forward newly-pending requests; ignore state transitions (approve/deny).\n\t\t\tif req.GetState() != types.RequestState_PENDING {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tselect {\n\t\t\tcase w.requests <- toRequest(req):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn ctx.Err()\n\t\t\t}\n\t\tcase <-watcher.Done():\n\t\t\treturn fmt.Errorf(\"watcher closed: %w\", watcher.Error())\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\t}\n\t}\n}\n\nfunc toRequest(req types.AccessRequest) evaluator.Request {\n\treturn evaluator.Request{\n\t\tID: req.GetName(),\n\t\tUser: req.GetUser(),\n\t\tRoles: req.GetRoles(),\n\t\tReason: req.GetRequestReason(),\n\t}\n}\n","structuredPatch":[{"oldStart":14,"oldLines":14,"newStart":14,"newLines":16,"lines":[" const reconnectDelay = 5 * time.Second"," "," // Watcher streams pending Teleport access requests onto a channel.","-// It reconnects automatically on watcher failure.","+// It reconnects automatically on watcher failure. The Teleport client","+// lifecycle is owned by the caller."," type Watcher struct {"," client *client.Client"," requests chan evaluator.Request"," logger *slog.Logger"," }"," ","-func New(ctx context.Context, addr, identityFile string, logger *slog.Logger) (*Watcher, error) {","+// New constructs a Teleport client from the identity file at addr.","+func NewClient(ctx context.Context, addr, identityFile string) (*client.Client, error) {"," clt, err := client.New(ctx, client.Config{"," Addrs: []string{addr},"," Credentials: []client.Credentials{"]},{"oldStart":31,"oldLines":7,"newStart":33,"newLines":11,"lines":[" if err != nil {"," return nil, fmt.Errorf(\"connecting to teleport: %w\", err)"," }","+ return clt, nil","+}"," ","+// New starts a watcher against the supplied Teleport client.","+func New(ctx context.Context, clt *client.Client, logger *slog.Logger) *Watcher {"," w := &Watcher{"," client: clt,"," requests: make(chan evaluator.Request, 32),"]},{"oldStart":39,"oldLines":7,"newStart":45,"newLines":7,"lines":[" }"," "," go w.watch(ctx)","- return w, nil","+ return w"," }"," "," // Requests returns the channel of incoming pending access requests."]},{"oldStart":47,"oldLines":11,"newStart":53,"newLines":6,"lines":[" return w.requests"," }"," ","-// Close shuts down the Teleport client.","-func (w *Watcher) Close() {","- w.client.Close()","-}","-"," func (w *Watcher) watch(ctx context.Context) {"," defer close(w.requests)"," "]}],"originalFile":"package watcher\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/client\"\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n)\n\nconst reconnectDelay = 5 * time.Second\n\n// Watcher streams pending Teleport access requests onto a channel.\n// It reconnects automatically on watcher failure.\ntype Watcher struct {\n\tclient *client.Client\n\trequests chan evaluator.Request\n\tlogger *slog.Logger\n}\n\nfunc New(ctx context.Context, addr, identityFile string, logger *slog.Logger) (*Watcher, error) {\n\tclt, err := client.New(ctx, client.Config{\n\t\tAddrs: []string{addr},\n\t\tCredentials: []client.Credentials{\n\t\t\tclient.LoadIdentityFile(identityFile),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"connecting to teleport: %w\", err)\n\t}\n\n\tw := &Watcher{\n\t\tclient: clt,\n\t\trequests: make(chan evaluator.Request, 32),\n\t\tlogger: logger,\n\t}\n\n\tgo w.watch(ctx)\n\treturn w, nil\n}\n\n// Requests returns the channel of incoming pending access requests.\nfunc (w *Watcher) Requests() <-chan evaluator.Request {\n\treturn w.requests\n}\n\n// Close shuts down the Teleport client.\nfunc (w *Watcher) Close() {\n\tw.client.Close()\n}\n\nfunc (w *Watcher) watch(ctx context.Context) {\n\tdefer close(w.requests)\n\n\tfor {\n\t\tif err := w.watchOnce(ctx); err != nil {\n\t\t\tif ctx.Err() != nil {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.logger.Error(\"watcher disconnected, reconnecting\", \"error\", err, \"delay\", reconnectDelay)\n\t\t\tselect {\n\t\t\tcase <-time.After(reconnectDelay):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}\n}\n\nfunc (w *Watcher) watchOnce(ctx context.Context) error {\n\twatcher, err := w.client.NewWatcher(ctx, types.Watch{\n\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n\t})\n\tif err != nil {\n\t\treturn fmt.Errorf(\"creating watcher: %w\", err)\n\t}\n\tdefer watcher.Close()\n\n\t// The first event must be OpInit confirming the watch is established.\n\tselect {\n\tcase event := <-watcher.Events():\n\t\tif event.Type != types.OpInit {\n\t\t\treturn fmt.Errorf(\"expected OpInit, got %v\", event.Type)\n\t\t}\n\t\tw.logger.Info(\"teleport watcher initialized\")\n\tcase <-watcher.Done():\n\t\treturn fmt.Errorf(\"watcher closed during init: %w\", watcher.Error())\n\tcase <-ctx.Done():\n\t\treturn ctx.Err()\n\t}\n\n\tfor {\n\t\tselect {\n\t\tcase event := <-watcher.Events():\n\t\t\tif event.Type != types.OpPut {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\treq, ok := event.Resource.(types.AccessRequest)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\t// Only forward newly-pending requests; ignore state transitions (approve/deny).\n\t\t\tif req.GetState() != types.RequestState_PENDING {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tselect {\n\t\t\tcase w.requests <- toRequest(req):\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn ctx.Err()\n\t\t\t}\n\t\tcase <-watcher.Done():\n\t\t\treturn fmt.Errorf(\"watcher closed: %w\", watcher.Error())\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\t}\n\t}\n}\n\nfunc toRequest(req types.AccessRequest) evaluator.Request {\n\treturn evaluator.Request{\n\t\tID: req.GetName(),\n\t\tUser: req.GetUser(),\n\t\tRoles: req.GetRoles(),\n\t\tReason: req.GetRequestReason(),\n\t}\n}\n","userModified":false},"sourceToolAssistantUUID":"da5392ca-b6fe-464d-988e-ef1cf85ce9e8","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"1. yes, 2. the OTLP endpoint configuration should use the env var, typically on localhost:4317 but if no env var is set just disable OTLP shipping. 3. yes that is fine. 4. the deltas look good but let…","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
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{"parentUuid":"3bd9b2bc-38a3-45c7-9808-2f2165605268","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01MmeP9fgpvN1QtYyK6ajvTe","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XXURVseyngeBMp3WcSvqkU","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/services/televibe/main.go","content":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/reputation\"\n\t\"github.com/immuta/operations/services/televibe/internal/telemetry\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n\t\"go.opentelemetry.io/otel/attribute\"\n\t\"go.opentelemetry.io/otel/metric\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tmetrics, err := telemetry.New(ctx, cfg.OTLPEndpoint)\n\tif err != nil {\n\t\tlogger.Error(\"telemetry init failed\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer func() {\n\t\tshutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 5*time.Second)\n\t\tdefer shutdownCancel()\n\t\tif err := metrics.Shutdown(shutdownCtx); err != nil {\n\t\t\tlogger.Error(\"telemetry shutdown\", \"error\", err)\n\t\t}\n\t}()\n\tif cfg.OTLPEndpoint == \"\" {\n\t\tlogger.Info(\"OTLP metric shipping disabled (OTEL_EXPORTER_OTLP_ENDPOINT unset)\")\n\t} else {\n\t\tlogger.Info(\"OTLP metric shipping enabled\", \"endpoint\", cfg.OTLPEndpoint)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tteleportClient, err := watcher.NewClient(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer teleportClient.Close()\n\n\treputationMgr := reputation.New(teleportClient, cfg.Reputation)\n\n\tw := watcher.New(ctx, teleportClient, logger)\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, reputationMgr, metrics.Instruments, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(\n\tctx context.Context,\n\teval *evaluator.Evaluator,\n\trep *reputation.Manager,\n\tinstr telemetry.Instruments,\n\treq evaluator.Request,\n\tlogger *slog.Logger,\n) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tinstr.RiskScore.Record(ctx, int64(a.RiskScore), metric.WithAttributes(\n\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\tattribute.Bool(\"has_ticket\", a.HasJIRATicket),\n\t))\n\n\tupdate, repErr := rep.Apply(ctx, req.User, a)\n\tif repErr != nil {\n\t\tlogger.Error(\"reputation update failed\",\n\t\t\t\"request_id\", req.ID,\n\t\t\t\"user\", req.User,\n\t\t\t\"error\", repErr,\n\t\t)\n\t} else {\n\t\tinstr.ReputationScore.Record(ctx, int64(update.New), metric.WithAttributes(\n\t\t\tattribute.String(\"user\", update.User),\n\t\t))\n\t\tinstr.Adjustments.Add(ctx, 1, metric.WithAttributes(\n\t\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\t\tattribute.String(\"direction\", deltaDirection(update.Delta)),\n\t\t))\n\t}\n\n\tattrs := []any{\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t}\n\tif repErr == nil {\n\t\tattrs = append(attrs,\n\t\t\t\"reputation_previous\", update.Previous,\n\t\t\t\"reputation_delta\", update.Delta,\n\t\t\t\"reputation_new\", update.New,\n\t\t)\n\t}\n\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}\n\nfunc deltaDirection(d int) string {\n\tswitch {\n\tcase d > 0:\n\t\treturn \"positive\"\n\tcase d < 0:\n\t\treturn \"negative\"\n\tdefault:\n\t\treturn \"zero\"\n\t}\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2303,"cache_read_input_tokens":75337,"output_tokens":2357,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2303},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2357,"cache_read_input_tokens":75337,"cache_creation_input_tokens":2303,"cache_creation":{"ephemeral_5m_input_tokens":2303,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLstcVHAov8mZdBWKUkW","type":"assistant","uuid":"457e86c6-294c-48cc-9b30-001ca9929007","timestamp":"2026-04-23T14:42:08.871Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"457e86c6-294c-48cc-9b30-001ca9929007","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XXURVseyngeBMp3WcSvqkU","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/main.go has been updated successfully."}]},"uuid":"1b087be2-2c17-48f9-8214-9cd51a2a993f","timestamp":"2026-04-23T14:42:18.058Z","toolUseResult":{"type":"update","filePath":"/Users/steve.briggs/projects/operations/services/televibe/main.go","content":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/reputation\"\n\t\"github.com/immuta/operations/services/televibe/internal/telemetry\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n\t\"go.opentelemetry.io/otel/attribute\"\n\t\"go.opentelemetry.io/otel/metric\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tmetrics, err := telemetry.New(ctx, cfg.OTLPEndpoint)\n\tif err != nil {\n\t\tlogger.Error(\"telemetry init failed\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer func() {\n\t\tshutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 5*time.Second)\n\t\tdefer shutdownCancel()\n\t\tif err := metrics.Shutdown(shutdownCtx); err != nil {\n\t\t\tlogger.Error(\"telemetry shutdown\", \"error\", err)\n\t\t}\n\t}()\n\tif cfg.OTLPEndpoint == \"\" {\n\t\tlogger.Info(\"OTLP metric shipping disabled (OTEL_EXPORTER_OTLP_ENDPOINT unset)\")\n\t} else {\n\t\tlogger.Info(\"OTLP metric shipping enabled\", \"endpoint\", cfg.OTLPEndpoint)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tteleportClient, err := watcher.NewClient(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer teleportClient.Close()\n\n\treputationMgr := reputation.New(teleportClient, cfg.Reputation)\n\n\tw := watcher.New(ctx, teleportClient, logger)\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, reputationMgr, metrics.Instruments, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(\n\tctx context.Context,\n\teval *evaluator.Evaluator,\n\trep *reputation.Manager,\n\tinstr telemetry.Instruments,\n\treq evaluator.Request,\n\tlogger *slog.Logger,\n) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tinstr.RiskScore.Record(ctx, int64(a.RiskScore), metric.WithAttributes(\n\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\tattribute.Bool(\"has_ticket\", a.HasJIRATicket),\n\t))\n\n\tupdate, repErr := rep.Apply(ctx, req.User, a)\n\tif repErr != nil {\n\t\tlogger.Error(\"reputation update failed\",\n\t\t\t\"request_id\", req.ID,\n\t\t\t\"user\", req.User,\n\t\t\t\"error\", repErr,\n\t\t)\n\t} else {\n\t\tinstr.ReputationScore.Record(ctx, int64(update.New), metric.WithAttributes(\n\t\t\tattribute.String(\"user\", update.User),\n\t\t))\n\t\tinstr.Adjustments.Add(ctx, 1, metric.WithAttributes(\n\t\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\t\tattribute.String(\"direction\", deltaDirection(update.Delta)),\n\t\t))\n\t}\n\n\tattrs := []any{\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t}\n\tif repErr == nil {\n\t\tattrs = append(attrs,\n\t\t\t\"reputation_previous\", update.Previous,\n\t\t\t\"reputation_delta\", update.Delta,\n\t\t\t\"reputation_new\", update.New,\n\t\t)\n\t}\n\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}\n\nfunc deltaDirection(d int) string {\n\tswitch {\n\tcase d > 0:\n\t\treturn \"positive\"\n\tcase d < 0:\n\t\treturn \"negative\"\n\tdefault:\n\t\treturn \"zero\"\n\t}\n}\n","structuredPatch":[{"oldStart":5,"oldLines":7,"newStart":5,"newLines":9,"lines":[" \"log/slog\""," \"os\""," \"os/signal\"","+ \"strconv\""," \"syscall\"","+ \"time\""," "," \"github.com/anthropics/anthropic-sdk-go\""," \"github.com/anthropics/anthropic-sdk-go/bedrock\""]},{"oldStart":13,"oldLines":7,"newStart":15,"newLines":11,"lines":[" awsconfig \"github.com/aws/aws-sdk-go-v2/config\""," \"github.com/immuta/operations/services/televibe/internal/config\""," \"github.com/immuta/operations/services/televibe/internal/evaluator\"","+ \"github.com/immuta/operations/services/televibe/internal/reputation\"","+ \"github.com/immuta/operations/services/televibe/internal/telemetry\""," \"github.com/immuta/operations/services/televibe/internal/watcher\"","+ \"go.opentelemetry.io/otel/attribute\"","+ \"go.opentelemetry.io/otel/metric\""," )"," "," func main() {"]},{"oldStart":25,"oldLines":6,"newStart":31,"newLines":27,"lines":[" os.Exit(1)"," }"," ","+ ctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)","+ defer cancel()","+","+ metrics, err := telemetry.New(ctx, cfg.OTLPEndpoint)","+ if err != nil {","+ logger.Error(\"telemetry init failed\", \"error\", err)","+ os.Exit(1)","+ }","+ defer func() {","+ shutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 5*time.Second)","+ defer shutdownCancel()","+ if err := metrics.Shutdown(shutdownCtx); err != nil {","+ logger.Error(\"telemetry shutdown\", \"error\", err)","+ }","+ }()","+ if cfg.OTLPEndpoint == \"\" {","+ logger.Info(\"OTLP metric shipping disabled (OTEL_EXPORTER_OTLP_ENDPOINT unset)\")","+ } else {","+ logger.Info(\"OTLP metric shipping enabled\", \"endpoint\", cfg.OTLPEndpoint)","+ }","+"," var anthropicClient anthropic.Client"," switch cfg.LLMProvider {"," case config.ProviderBedrock:"]},{"oldStart":41,"oldLines":16,"newStart":68,"newLines":17,"lines":[" "," eval := evaluator.New(anthropicClient, cfg.ClaudeModel)"," ","- ctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)","- defer cancel()","-","- w, err := watcher.New(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile, logger)","+ teleportClient, err := watcher.NewClient(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile)"," if err != nil {"," logger.Error(\"failed to connect to teleport\", \"error\", err)"," os.Exit(1)"," }","- defer w.Close()","+ defer teleportClient.Close()"," ","+ reputationMgr := reputation.New(teleportClient, cfg.Reputation)","+","+ w := watcher.New(ctx, teleportClient, logger)","+"," logger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)"," "," for {"]},{"oldStart":59,"oldLines":21,"newStart":87,"newLines":50,"lines":[" if !ok {"," return"," }","- go evaluate(ctx, eval, req, logger)","+ go evaluate(ctx, eval, reputationMgr, metrics.Instruments, req, logger)"," case <-ctx.Done():"," return"," }"," }"," }"," ","-func evaluate(ctx context.Context, eval *evaluator.Evaluator, req evaluator.Request, logger *slog.Logger) {","+func evaluate(","+ ctx context.Context,","+ eval *evaluator.Evaluator,","+ rep *reputation.Manager,","+ instr telemetry.Instruments,","+ req evaluator.Request,","+ logger *slog.Logger,","+) {"," a, err := eval.Evaluate(ctx, req)"," if err != nil {"," logger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)"," return"," }"," ","- logger.Info(\"access request evaluated\",","+ instr.RiskScore.Record(ctx, int64(a.RiskScore), metric.WithAttributes(","+ attribute.String(\"risk_level\", string(a.RiskLevel)),","+ attribute.Bool(\"has_ticket\", a.HasJIRATicket),","+ ))","+","+ update, repErr := rep.Apply(ctx, req.User, a)","+ if repErr != nil {","+ logger.Error(\"reputation update failed\",","+ \"request_id\", req.ID,","+ \"user\", req.User,","+ \"error\", repErr,","+ )","+ } else {","+ instr.ReputationScore.Record(ctx, int64(update.New), metric.WithAttributes(","+ attribute.String(\"user\", update.User),","+ ))","+ instr.Adjustments.Add(ctx, 1, metric.WithAttributes(","+ attribute.String(\"risk_level\", string(a.RiskLevel)),","+ attribute.String(\"direction\", deltaDirection(update.Delta)),","+ ))","+ }","+","+ attrs := []any{"," \"request_id\", req.ID,"," \"user\", req.User,"," \"roles\", req.Roles,"]},{"oldStart":83,"oldLines":5,"newStart":140,"newLines":25,"lines":[" \"jira_ticket\", a.JIRATicket,"," \"description_quality\", a.DescriptionQuality,"," \"reasoning\", a.Reasoning,","- )","+ }","+ if repErr == nil {","+ attrs = append(attrs,","+ \"reputation_previous\", update.Previous,","+ \"reputation_delta\", update.Delta,","+ \"reputation_new\", update.New,","+ )","+ }","+ logger.Info(\"access request evaluated\", attrs...)","+ _ = strconv.Itoa // keep import stable if we later decide to format scores"," }","+","+func deltaDirection(d int) string {","+ switch {","+ case d > 0:","+ return \"positive\"","+ case d < 0:","+ return \"negative\"","+ default:","+ return \"zero\"","+ }","+}"]}],"originalFile":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"syscall\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tw, err := watcher.New(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile, logger)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer w.Close()\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(ctx context.Context, eval *evaluator.Evaluator, req evaluator.Request, logger *slog.Logger) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tlogger.Info(\"access request evaluated\",\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t)\n}\n","userModified":false},"sourceToolAssistantUUID":"457e86c6-294c-48cc-9b30-001ca9929007","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"1b087be2-2c17-48f9-8214-9cd51a2a993f","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_018EK3SxoW9fDXfzjzzdSJ9j","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"ErQCClkIDRgCKkDoP+46LstJMgPoABgPkooAqd501Y4y3GK33TTTFK4prNrpk+qa7ymdbldxfGEJfY/B1+RE3V6aRm6QfiTt7gWyMg9jbGF1ZGUtb3B1cy00LTc4ABIMqiue1Ep2O+gCmrvhGgxrOAVjNJs4NRlx5oMiMGEpN7t057oEmeqyF8YKYNo7eZCUIKdraDUT4nb7JCKBqXDcedAHcTS/T8nSlHV1VyqIAZFuemPBWZ9XLIw+efmItRbdYZftzNrCsbyfYPv+SaV9SoI0BpN/Pn5mPwckPQSBLrKwrIoDXQxJ3uj//ioqTJuul5e/GPHzaNkQ5A7H2zSr7Zt1ihIJXPfaOlCxKEOD2qKeWGiwsgiRjTPlfHF4zHTk14L2RHsXMEutxsmvxCYS/oFyVir+N+4YAQ=="}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2405,"cache_read_input_tokens":77640,"output_tokens":436,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2405},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":436,"cache_read_input_tokens":77640,"cache_creation_input_tokens":2405,"cache_creation":{"ephemeral_5m_input_tokens":2405,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsw1CL4WYFARVwmWntW","type":"assistant","uuid":"381588af-e27d-4294-a71d-f8c433558938","timestamp":"2026-04-23T14:42:23.408Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"381588af-e27d-4294-a71d-f8c433558938","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_018EK3SxoW9fDXfzjzzdSJ9j","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MBWXYjcJSkQTnJoTawHJjD","name":"Edit","input":{"replace_all":false,"file_path":"/Users/steve.briggs/projects/operations/services/televibe/main.go","old_string":"\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"syscall\"\n\t\"time\"","new_string":"\t\"os\"\n\t\"os/signal\"\n\t\"syscall\"\n\t\"time\""},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2405,"cache_read_input_tokens":77640,"output_tokens":436,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2405},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":436,"cache_read_input_tokens":77640,"cache_creation_input_tokens":2405,"cache_creation":{"ephemeral_5m_input_tokens":2405,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsw1CL4WYFARVwmWntW","type":"assistant","uuid":"5713b455-f476-45b8-bee6-7a55c510b85e","timestamp":"2026-04-23T14:42:24.573Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"5713b455-f476-45b8-bee6-7a55c510b85e","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_018EK3SxoW9fDXfzjzzdSJ9j","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013ggsXXXYevM2CCjDLZMfjW","name":"Edit","input":{"replace_all":false,"file_path":"/Users/steve.briggs/projects/operations/services/televibe/main.go","old_string":"\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}","new_string":"\tlogger.Info(\"access request evaluated\", attrs...)\n}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2405,"cache_read_input_tokens":77640,"output_tokens":436,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":2405},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":436,"cache_read_input_tokens":77640,"cache_creation_input_tokens":2405,"cache_creation":{"ephemeral_5m_input_tokens":2405,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsw1CL4WYFARVwmWntW","type":"assistant","uuid":"cb2dd520-7366-44c5-a93a-f11ee3314552","timestamp":"2026-04-23T14:42:25.494Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"5713b455-f476-45b8-bee6-7a55c510b85e","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MBWXYjcJSkQTnJoTawHJjD","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/main.go has been updated successfully."}]},"uuid":"2479f25f-0dce-4104-b594-38b5101ea8d2","timestamp":"2026-04-23T14:42:35.130Z","toolUseResult":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/main.go","oldString":"\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"syscall\"\n\t\"time\"","newString":"\t\"os\"\n\t\"os/signal\"\n\t\"syscall\"\n\t\"time\"","originalFile":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/reputation\"\n\t\"github.com/immuta/operations/services/televibe/internal/telemetry\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n\t\"go.opentelemetry.io/otel/attribute\"\n\t\"go.opentelemetry.io/otel/metric\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tmetrics, err := telemetry.New(ctx, cfg.OTLPEndpoint)\n\tif err != nil {\n\t\tlogger.Error(\"telemetry init failed\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer func() {\n\t\tshutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 5*time.Second)\n\t\tdefer shutdownCancel()\n\t\tif err := metrics.Shutdown(shutdownCtx); err != nil {\n\t\t\tlogger.Error(\"telemetry shutdown\", \"error\", err)\n\t\t}\n\t}()\n\tif cfg.OTLPEndpoint == \"\" {\n\t\tlogger.Info(\"OTLP metric shipping disabled (OTEL_EXPORTER_OTLP_ENDPOINT unset)\")\n\t} else {\n\t\tlogger.Info(\"OTLP metric shipping enabled\", \"endpoint\", cfg.OTLPEndpoint)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tteleportClient, err := watcher.NewClient(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer teleportClient.Close()\n\n\treputationMgr := reputation.New(teleportClient, cfg.Reputation)\n\n\tw := watcher.New(ctx, teleportClient, logger)\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, reputationMgr, metrics.Instruments, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(\n\tctx context.Context,\n\teval *evaluator.Evaluator,\n\trep *reputation.Manager,\n\tinstr telemetry.Instruments,\n\treq evaluator.Request,\n\tlogger *slog.Logger,\n) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tinstr.RiskScore.Record(ctx, int64(a.RiskScore), metric.WithAttributes(\n\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\tattribute.Bool(\"has_ticket\", a.HasJIRATicket),\n\t))\n\n\tupdate, repErr := rep.Apply(ctx, req.User, a)\n\tif repErr != nil {\n\t\tlogger.Error(\"reputation update failed\",\n\t\t\t\"request_id\", req.ID,\n\t\t\t\"user\", req.User,\n\t\t\t\"error\", repErr,\n\t\t)\n\t} else {\n\t\tinstr.ReputationScore.Record(ctx, int64(update.New), metric.WithAttributes(\n\t\t\tattribute.String(\"user\", update.User),\n\t\t))\n\t\tinstr.Adjustments.Add(ctx, 1, metric.WithAttributes(\n\t\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\t\tattribute.String(\"direction\", deltaDirection(update.Delta)),\n\t\t))\n\t}\n\n\tattrs := []any{\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t}\n\tif repErr == nil {\n\t\tattrs = append(attrs,\n\t\t\t\"reputation_previous\", update.Previous,\n\t\t\t\"reputation_delta\", update.Delta,\n\t\t\t\"reputation_new\", update.New,\n\t\t)\n\t}\n\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}\n\nfunc deltaDirection(d int) string {\n\tswitch {\n\tcase d > 0:\n\t\treturn \"positive\"\n\tcase d < 0:\n\t\treturn \"negative\"\n\tdefault:\n\t\treturn \"zero\"\n\t}\n}\n","structuredPatch":[{"oldStart":5,"oldLines":7,"newStart":5,"newLines":6,"lines":[" \"log/slog\""," \"os\""," \"os/signal\"","- \"strconv\""," \"syscall\""," \"time\""," "]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"5713b455-f476-45b8-bee6-7a55c510b85e","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"cb2dd520-7366-44c5-a93a-f11ee3314552","isSidechain":false,"promptId":"c5e9f48b-04f7-4e3a-932f-8f43078493db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013ggsXXXYevM2CCjDLZMfjW","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/services/televibe/main.go has been updated successfully."}]},"uuid":"a4d78ac5-9b90-44d6-b3fb-5e25a380cbae","timestamp":"2026-04-23T14:42:40.997Z","toolUseResult":{"filePath":"/Users/steve.briggs/projects/operations/services/televibe/main.go","oldString":"\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}","newString":"\tlogger.Info(\"access request evaluated\", attrs...)\n}","originalFile":"package main\n\nimport (\n\t\"context\"\n\t\"log/slog\"\n\t\"os\"\n\t\"os/signal\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/anthropics/anthropic-sdk-go\"\n\t\"github.com/anthropics/anthropic-sdk-go/bedrock\"\n\t\"github.com/anthropics/anthropic-sdk-go/option\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/config\"\n\t\"github.com/immuta/operations/services/televibe/internal/evaluator\"\n\t\"github.com/immuta/operations/services/televibe/internal/reputation\"\n\t\"github.com/immuta/operations/services/televibe/internal/telemetry\"\n\t\"github.com/immuta/operations/services/televibe/internal/watcher\"\n\t\"go.opentelemetry.io/otel/attribute\"\n\t\"go.opentelemetry.io/otel/metric\"\n)\n\nfunc main() {\n\tlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\n\n\tcfg, err := config.Load()\n\tif err != nil {\n\t\tlogger.Error(\"configuration error\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\n\tctx, cancel := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)\n\tdefer cancel()\n\n\tmetrics, err := telemetry.New(ctx, cfg.OTLPEndpoint)\n\tif err != nil {\n\t\tlogger.Error(\"telemetry init failed\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer func() {\n\t\tshutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 5*time.Second)\n\t\tdefer shutdownCancel()\n\t\tif err := metrics.Shutdown(shutdownCtx); err != nil {\n\t\t\tlogger.Error(\"telemetry shutdown\", \"error\", err)\n\t\t}\n\t}()\n\tif cfg.OTLPEndpoint == \"\" {\n\t\tlogger.Info(\"OTLP metric shipping disabled (OTEL_EXPORTER_OTLP_ENDPOINT unset)\")\n\t} else {\n\t\tlogger.Info(\"OTLP metric shipping enabled\", \"endpoint\", cfg.OTLPEndpoint)\n\t}\n\n\tvar anthropicClient anthropic.Client\n\tswitch cfg.LLMProvider {\n\tcase config.ProviderBedrock:\n\t\topts := []func(*awsconfig.LoadOptions) error{}\n\t\tif cfg.BedrockRegion != \"\" {\n\t\t\topts = append(opts, awsconfig.WithRegion(cfg.BedrockRegion))\n\t\t}\n\t\tanthropicClient = anthropic.NewClient(bedrock.WithLoadDefaultConfig(context.Background(), opts...))\n\t\tlogger.Info(\"using AWS Bedrock\", \"region\", cfg.BedrockRegion, \"model\", cfg.ClaudeModel)\n\tdefault:\n\t\tanthropicClient = anthropic.NewClient(option.WithAPIKey(cfg.AnthropicAPIKey))\n\t\tlogger.Info(\"using Anthropic API\", \"model\", cfg.ClaudeModel)\n\t}\n\n\teval := evaluator.New(anthropicClient, cfg.ClaudeModel)\n\n\tteleportClient, err := watcher.NewClient(ctx, cfg.TeleportAddr, cfg.TeleportIdentityFile)\n\tif err != nil {\n\t\tlogger.Error(\"failed to connect to teleport\", \"error\", err)\n\t\tos.Exit(1)\n\t}\n\tdefer teleportClient.Close()\n\n\treputationMgr := reputation.New(teleportClient, cfg.Reputation)\n\n\tw := watcher.New(ctx, teleportClient, logger)\n\n\tlogger.Info(\"televibe started\", \"teleport_addr\", cfg.TeleportAddr, \"model\", cfg.ClaudeModel)\n\n\tfor {\n\t\tselect {\n\t\tcase req, ok := <-w.Requests():\n\t\t\tif !ok {\n\t\t\t\treturn\n\t\t\t}\n\t\t\tgo evaluate(ctx, eval, reputationMgr, metrics.Instruments, req, logger)\n\t\tcase <-ctx.Done():\n\t\t\treturn\n\t\t}\n\t}\n}\n\nfunc evaluate(\n\tctx context.Context,\n\teval *evaluator.Evaluator,\n\trep *reputation.Manager,\n\tinstr telemetry.Instruments,\n\treq evaluator.Request,\n\tlogger *slog.Logger,\n) {\n\ta, err := eval.Evaluate(ctx, req)\n\tif err != nil {\n\t\tlogger.Error(\"evaluation failed\", \"request_id\", req.ID, \"user\", req.User, \"error\", err)\n\t\treturn\n\t}\n\n\tinstr.RiskScore.Record(ctx, int64(a.RiskScore), metric.WithAttributes(\n\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\tattribute.Bool(\"has_ticket\", a.HasJIRATicket),\n\t))\n\n\tupdate, repErr := rep.Apply(ctx, req.User, a)\n\tif repErr != nil {\n\t\tlogger.Error(\"reputation update failed\",\n\t\t\t\"request_id\", req.ID,\n\t\t\t\"user\", req.User,\n\t\t\t\"error\", repErr,\n\t\t)\n\t} else {\n\t\tinstr.ReputationScore.Record(ctx, int64(update.New), metric.WithAttributes(\n\t\t\tattribute.String(\"user\", update.User),\n\t\t))\n\t\tinstr.Adjustments.Add(ctx, 1, metric.WithAttributes(\n\t\t\tattribute.String(\"risk_level\", string(a.RiskLevel)),\n\t\t\tattribute.String(\"direction\", deltaDirection(update.Delta)),\n\t\t))\n\t}\n\n\tattrs := []any{\n\t\t\"request_id\", req.ID,\n\t\t\"user\", req.User,\n\t\t\"roles\", req.Roles,\n\t\t\"risk_score\", a.RiskScore,\n\t\t\"risk_level\", a.RiskLevel,\n\t\t\"has_jira_ticket\", a.HasJIRATicket,\n\t\t\"jira_ticket\", a.JIRATicket,\n\t\t\"description_quality\", a.DescriptionQuality,\n\t\t\"reasoning\", a.Reasoning,\n\t}\n\tif repErr == nil {\n\t\tattrs = append(attrs,\n\t\t\t\"reputation_previous\", update.Previous,\n\t\t\t\"reputation_delta\", update.Delta,\n\t\t\t\"reputation_new\", update.New,\n\t\t)\n\t}\n\tlogger.Info(\"access request evaluated\", attrs...)\n\t_ = strconv.Itoa // keep import stable if we later decide to format scores\n}\n\nfunc deltaDirection(d int) string {\n\tswitch {\n\tcase d > 0:\n\t\treturn \"positive\"\n\tcase d < 0:\n\t\treturn \"negative\"\n\tdefault:\n\t\treturn \"zero\"\n\t}\n}\n","structuredPatch":[{"oldStart":148,"oldLines":7,"newStart":148,"newLines":6,"lines":[" )"," }"," logger.Info(\"access request evaluated\", attrs...)","- _ = strconv.Itoa // keep import stable if we later decide to format scores"," }"," "," func deltaDirection(d int) string {"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"cb2dd520-7366-44c5-a93a-f11ee3314552","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"1. yes, 2. the OTLP endpoint configuration should use the env var, typically on localhost:4317 but if no env var is set just disable OTLP shipping. 3. yes that is fine. 4. the deltas look good but let…","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
{"type":"permission-mode","permissionMode":"default","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695"}
{"parentUuid":"a4d78ac5-9b90-44d6-b3fb-5e25a380cbae","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_019XziBXbRPjpohrXsJFQRUd","type":"message","role":"assistant","content":[{"type":"text","text":"Now pull the otlpmetric dep, build, and test."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":619,"cache_read_input_tokens":80045,"output_tokens":207,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":619},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":207,"cache_read_input_tokens":80045,"cache_creation_input_tokens":619,"cache_creation":{"ephemeral_5m_input_tokens":619,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsxhJ7UYeqSzFhnySpR","type":"assistant","uuid":"dac7e0e2-7797-4a0f-8dad-f150421e50ba","timestamp":"2026-04-23T14:42:44.044Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"dac7e0e2-7797-4a0f-8dad-f150421e50ba","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_019XziBXbRPjpohrXsJFQRUd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Los4aGdELRk1mAruHqomJn","name":"Bash","input":{"command":"mise exec -- go get go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc@v1.43.0 2>&1 | tail -20","description":"Add otlpmetricgrpc dependency"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":619,"cache_read_input_tokens":80045,"output_tokens":207,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":619},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":207,"cache_read_input_tokens":80045,"cache_creation_input_tokens":619,"cache_creation":{"ephemeral_5m_input_tokens":619,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLsxhJ7UYeqSzFhnySpR","type":"assistant","uuid":"f63eace1-0098-45e7-908f-ab33adb67992","timestamp":"2026-04-23T14:42:45.204Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"1b86f811-7b06-43f9-946f-2723e69c4d91","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01C7dPYPPGUnU4wW8F1YJ6Jb","type":"message","role":"assistant","content":[{"type":"text","text":"All green — build, `go vet`, and `go test -race ./...` all pass.\n\n## What landed\n\n**`internal/config/config.go:17`** — new `Reputation` struct + env vars:\n- `REPUTATION_DELTA_LOW` (+1), `REPUTATION_DELTA_MEDIUM` (0), `REPUTATION_DELTA_HIGH` (−2)\n- `REPUTATION_MIN` (−20), `REPUTATION_MAX` (+20), `REPUTATION_START` (0)\n- `OTEL_EXPORTER_OTLP_ENDPOINT` — empty disables OTLP shipping entirely\n\n**`internal/telemetry/telemetry.go`** — OTel meter bootstrap. Empty endpoint → `metric/noop` provider with a nil-op `Shutdown`. Non-empty → OTLP gRPC (insecure) with a periodic reader and `service.name=televibe` resource. Three instruments:\n- `televibe.assessment.risk_score` (Int64Histogram, tags: `risk_level`, `has_ticket`)\n- `televibe.reputation.score` (Int64Gauge, tags: `user`)\n- `televibe.reputation.adjustments` (Int64Counter, tags: `risk_level`, `direction`)\n\n**`internal/reputation/reputation.go`** — `Manager.Apply` reads `reputation_score`/`reputation_updated_at`/`reputation_last_delta` traits via a small `UserClient` interface (satisfied by `*teleport/api/client.Client`), computes the clamped new score, and writes the traits back. Per-user `sync.Mutex` map serializes concurrent writes for the same user. Pure `Compute(prev, level, cfg)` exposed for testability.\n\n**`internal/watcher/watcher.go`** — refactored: `NewClient` builds the Teleport client; `New` now takes a `*client.Client` so `main` can share it with the reputation manager. Client lifecycle moved to `main`.\n\n**`main.go`** — wires telemetry + reputation into the evaluate goroutine. Records the risk-score histogram on every assessment, then calls `reputation.Apply` and emits the gauge + adjustments counter. Reputation failures are logged but don't drop the evaluation. **No Teleport access-request action taken** — manual-only, as requested.\n\n## Test coverage\n\n- `reputation` has 7 tests incl. a 50-goroutine concurrent `Apply` test that verifies serialization + correct final clamped value.\n- `telemetry` verifies the noop path is safe when the endpoint is unset.\n- `config` extended for the new env vars, validation errors, and clamp coherence.\n\n## To turn it on\n\nSet `OTEL_EXPORTER_OTLP_ENDPOINT=localhost:4317` (or your collector's address) in the televibe environment. Leave it unset to run with logging only. Confirm the identity file's Teleport role grants `user.read` + `user.update` before first use or `Apply` will error."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":299,"cache_read_input_tokens":83791,"output_tokens":1020,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":299},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1020,"cache_read_input_tokens":83791,"cache_creation_input_tokens":299,"cache_creation":{"ephemeral_5m_input_tokens":299,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLt8kD1fmteD9Voqm4Ub","type":"assistant","uuid":"c7b72b0d-f8e7-45d2-9a63-db7637ea994f","timestamp":"2026-04-23T14:45:17.323Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"969dfd44-df48-4392-bb59-44cdd940b4df","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01F7HqSRAapg2CEAX6sXD6Y8","type":"message","role":"assistant","content":[{"type":"text","text":"```\nfeat(televibe): add reputation scoring with OTel metrics export\n\nTrack a per-user reputation score based on the evaluator's risk level.\nLow-risk requests nudge the score up, high-risk pulls it down; the\nrunning score persists as Teleport user traits (reputation_score,\nreputation_updated_at, reputation_last_delta) so approvers see it in\nthe Teleport UI at review time. Deltas, clamp range, and starting\nvalue are tunable via REPUTATION_* env vars.\n\nRisk and reputation metrics ship via OTLP gRPC when\nOTEL_EXPORTER_OTLP_ENDPOINT is set, falling back to a noop meter\notherwise. Three instruments are emitted: risk_score histogram\n(tagged by risk_level, has_ticket), reputation.score gauge (tagged\nby user), and reputation.adjustments counter (tagged by risk_level,\ndirection).\n\nTelevibe still does not act on access requests — the reputation\ntrait is observational only, so approvers can factor it into manual\nreview while the scoring model is tuned. Reputation writes require\nuser.read and user.update on the service identity's Teleport role.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n```\n\nSingle-line subject is `feat(televibe): add reputation scoring with OTel metrics export` (62 chars — fits in 72). Matches the `type(scope):` style the rest of the repo uses (`ci(SRE-2757):`, `chore(ITSM-9198):`). Drop the `Co-Authored-By` trailer if you'd rather commit without it. Want me to actually create the commit, or leave that to you?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1030,"cache_read_input_tokens":84090,"output_tokens":2606,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1030},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":2606,"cache_read_input_tokens":84090,"cache_creation_input_tokens":1030,"cache_creation":{"ephemeral_5m_input_tokens":1030,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaLtBDC2y3ehjxhCX87T4","type":"assistant","uuid":"add7843c-11d5-4230-b0f4-fd73609451e5","timestamp":"2026-04-23T14:46:07.035Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/services/televibe","sessionId":"526f3010-aee1-4ad2-a0d1-6311d8551695","version":"2.1.118","gitBranch":"televibe-no-cap-fr-fr"}
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