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dotfiles/.claude/projects/-Users-steve-briggs-projects-operations-apps-ruth/d464e82e-8660-441d-a7ae-32f917712780.jsonl
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{"type":"last-prompt","leafUuid":"3b26f192-2164-438e-b730-05b6caf7a4c2","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
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{"parentUuid":null,"isSidechain":false,"attachment":{"type":"hook_success","hookName":"SessionStart:startup","toolUseID":"2ce8fb83-d230-4050-80c5-3d31d7053c71","hookEvent":"SessionStart","content":"","stdout":"{\n \"hookSpecificOutput\": {\n \"hookEventName\": \"SessionStart\",\n \"additionalContext\": \"<EXTREMELY_IMPORTANT>\\nYou have superpowers.\\n\\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\\n\\n---\\nname: using-superpowers\\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\\n---\\n\\n<SUBAGENT-STOP>\\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\\n</SUBAGENT-STOP>\\n\\n<EXTREMELY-IMPORTANT>\\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\\n\\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\\n\\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\\n</EXTREMELY-IMPORTANT>\\n\\n## Instruction Priority\\n\\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\\n\\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\\n2. **Superpowers skills** — override default system behavior where they conflict\\n3. **Default system prompt** — lowest priority\\n\\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \\\"don't use TDD\\\" and a skill says \\\"always use TDD,\\\" follow the user's instructions. The user is in control.\\n\\n## How to Access Skills\\n\\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\\n\\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\\n\\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\\n\\n**In other environments:** Check your platform's documentation for how skills are loaded.\\n\\n## Platform Adaptation\\n\\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\\n\\n# Using Skills\\n\\n## The Rule\\n\\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\\n\\n```dot\\ndigraph skill_flow {\\n \\\"User message received\\\" [shape=doublecircle];\\n \\\"About to EnterPlanMode?\\\" [shape=doublecircle];\\n \\\"Already brainstormed?\\\" [shape=diamond];\\n \\\"Invoke brainstorming skill\\\" [shape=box];\\n \\\"Might any skill apply?\\\" [shape=diamond];\\n \\\"Invoke Skill tool\\\" [shape=box];\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" [shape=box];\\n \\\"Has checklist?\\\" [shape=diamond];\\n \\\"Create TodoWrite todo per item\\\" [shape=box];\\n \\\"Follow skill exactly\\\" [shape=box];\\n \\\"Respond (including clarifications)\\\" [shape=doublecircle];\\n\\n \\\"About to EnterPlanMode?\\\" -> \\\"Already brainstormed?\\\";\\n \\\"Already brainstormed?\\\" -> \\\"Invoke brainstorming skill\\\" [label=\\\"no\\\"];\\n \\\"Already brainstormed?\\\" -> \\\"Might any skill apply?\\\" [label=\\\"yes\\\"];\\n \\\"Invoke brainstorming skill\\\" -> \\\"Might any skill apply?\\\";\\n\\n \\\"User message received\\\" -> \\\"Might any skill apply?\\\";\\n \\\"Might any skill apply?\\\" -> \\\"Invoke Skill tool\\\" [label=\\\"yes, even 1%\\\"];\\n \\\"Might any skill apply?\\\" -> \\\"Respond (including clarifications)\\\" [label=\\\"definitely not\\\"];\\n \\\"Invoke Skill tool\\\" -> \\\"Announce: 'Using [skill] to [purpose]'\\\";\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" -> \\\"Has checklist?\\\";\\n \\\"Has checklist?\\\" -> \\\"Create TodoWrite todo per item\\\" [label=\\\"yes\\\"];\\n \\\"Has checklist?\\\" -> \\\"Follow skill exactly\\\" [label=\\\"no\\\"];\\n \\\"Create TodoWrite todo per item\\\" -> \\\"Follow skill exactly\\\";\\n}\\n```\\n\\n## Red Flags\\n\\nThese thoughts mean STOP—you're rationalizing:\\n\\n| Thought | Reality |\\n|---------|---------|\\n| \\\"This is just a simple question\\\" | Questions are tasks. Check for skills. |\\n| \\\"I need more context first\\\" | Skill check comes BEFORE clarifying questions. |\\n| \\\"Let me explore the codebase first\\\" | Skills tell you HOW to explore. Check first. |\\n| \\\"I can check git/files quickly\\\" | Files lack conversation context. Check for skills. |\\n| \\\"Let me gather information first\\\" | Skills tell you HOW to gather information. |\\n| \\\"This doesn't need a formal skill\\\" | If a skill exists, use it. |\\n| \\\"I remember this skill\\\" | Skills evolve. Read current version. |\\n| \\\"This doesn't count as a task\\\" | Action = task. Check for skills. |\\n| \\\"The skill is overkill\\\" | Simple things become complex. Use it. |\\n| \\\"I'll just do this one thing first\\\" | Check BEFORE doing anything. |\\n| \\\"This feels productive\\\" | Undisciplined action wastes time. Skills prevent this. |\\n| \\\"I know what that means\\\" | Knowing the concept ≠ using the skill. Invoke it. |\\n\\n## Skill Priority\\n\\nWhen multiple skills could apply, use this order:\\n\\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\\n\\n\\\"Let's build X\\\" → brainstorming first, then implementation skills.\\n\\\"Fix this bug\\\" → debugging first, then domain-specific skills.\\n\\n## Skill Types\\n\\n**Rigid** (TDD, debugging): Follow exactly. Don't adapt away discipline.\\n\\n**Flexible** (patterns): Adapt principles to context.\\n\\nThe skill itself tells you which.\\n\\n## User Instructions\\n\\nInstructions say WHAT, not HOW. \\\"Add X\\\" or \\\"Fix Y\\\" doesn't mean skip workflows.\\n\\n\\n</EXTREMELY_IMPORTANT>\"\n }\n}\n","stderr":"","exitCode":0,"command":"\"${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd\" session-start","durationMs":700},"type":"attachment","uuid":"8d77f117-6eb3-45f1-a80d-aa4af9d8f4ca","timestamp":"2026-05-07T15:57:48.653Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"a40b18ae-11cf-4665-800d-4252bbe2557f","isSidechain":false,"attachment":{"type":"hook_additional_context","content":["<EXTREMELY_IMPORTANT>\nYou have superpowers.\n\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\n\n---\nname: using-superpowers\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n---\n\n<SUBAGENT-STOP>\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\n</SUBAGENT-STOP>\n\n<EXTREMELY-IMPORTANT>\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\n\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\n\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\n</EXTREMELY-IMPORTANT>\n\n## Instruction Priority\n\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\n\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\n2. **Superpowers skills** — override default system behavior where they conflict\n3. **Default system prompt** — lowest priority\n\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \"don't use TDD\" and a skill says \"always use TDD,\" follow the user's instructions. The user is in control.\n\n## How to Access Skills\n\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\n\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\n\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\n\n**In other environments:** Check your platform's documentation for how skills are loaded.\n\n## Platform Adaptation\n\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\n\n# Using Skills\n\n## The Rule\n\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\n\n```dot\ndigraph skill_flow {\n \"User message received\" [shape=doublecircle];\n \"About to EnterPlanMode?\" [shape=doublecircle];\n \"Already brainstormed?\" [shape=diamond];\n \"Invoke brainstorming skill\" [shape=box];\n \"Might any skill apply?\" [shape=diamond];\n \"Invoke Skill tool\" [shape=box];\n \"Announce: 'Using [skill] to [purpose]'\" [shape=box];\n \"Has checklist?\" [shape=diamond];\n \"Create TodoWrite todo per item\" [shape=box];\n \"Follow skill exactly\" [shape=box];\n \"Respond (including clarifications)\" [shape=doublecircle];\n\n \"About to EnterPlanMode?\" -> \"Already brainstormed?\";\n \"Already brainstormed?\" -> \"Invoke brainstorming skill\" [label=\"no\"];\n \"Already brainstormed?\" -> \"Might any skill apply?\" [label=\"yes\"];\n \"Invoke brainstorming skill\" -> \"Might any skill apply?\";\n\n \"User message received\" -> \"Might any skill apply?\";\n \"Might any skill apply?\" -> \"Invoke Skill tool\" [label=\"yes, even 1%\"];\n \"Might any skill apply?\" -> \"Respond (including clarifications)\" [label=\"definitely not\"];\n \"Invoke Skill tool\" -> \"Announce: 'Using [skill] to [purpose]'\";\n \"Announce: 'Using [skill] to [purpose]'\" -> \"Has checklist?\";\n \"Has checklist?\" -> \"Create TodoWrite todo per item\" [label=\"yes\"];\n \"Has checklist?\" -> \"Follow skill exactly\" [label=\"no\"];\n \"Create TodoWrite todo per item\" -> \"Follow skill exactly\";\n}\n```\n\n## Red Flags\n\nThese thoughts mean STOP—you're rationalizing:\n\n| Thought | Reality |\n|---------|---------|\n| \"This is just a simple question\" | Questions are tasks. Check for skills. |\n| \"I need more context first\" | Skill check comes BEFORE clarifying questions. |\n| \"Let me explore the codebase first\" | Skills tell you HOW to explore. Check first. |\n| \"I can check git/files quickly\" | Files lack conversation context. Check for skills. |\n| \"Let me gather information first\" | Skills tell you HOW to gather information. |\n| \"This doesn't need a formal skill\" | If a skill exists, use it. |\n| \"I remember this skill\" | Skills evolve. Read current version. |\n| \"This doesn't count as a task\" | Action = task. Check for skills. |\n| \"The skill is overkill\" | Simple things become complex. Use it. |\n| \"I'll just do this one thing first\" | Check BEFORE doing anything. |\n| \"This feels productive\" | Undisciplined action wastes time. Skills prevent this. |\n| \"I know what that means\" | Knowing the concept ≠ using the skill. Invoke it. |\n\n## Skill Priority\n\nWhen multiple skills could apply, use this order:\n\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\n\n\"Let's build X\" → brainstorming first, then implementation skills.\n\"Fix this bug\" → debugging first, then domain-specific skills.\n\n## Skill Types\n\n**Rigid** (TDD, debugging): Follow exactly. Don't adapt away discipline.\n\n**Flexible** (patterns): Adapt principles to context.\n\nThe skill itself tells you which.\n\n## User Instructions\n\nInstructions say WHAT, not HOW. \"Add X\" or \"Fix Y\" doesn't mean skip workflows.\n\n\n</EXTREMELY_IMPORTANT>","<memvid-mind-context>\n# 🧠 Claude Mind Active\n\n📁 Project: **ruth**\n💾 Memory: `.claude/mind.mv2` (555 KB)\n\n**Commands:**\n- `/mind:search <query>` - Search memories\n- `/mind:ask <question>` - Ask your memory\n- `/mind:recent` - View timeline\n- `/mind:stats` - View statistics\n\n_Memories are captured automatically from your tool use._\n</memvid-mind-context>"],"hookName":"SessionStart","toolUseID":"SessionStart","hookEvent":"SessionStart"},"type":"attachment","uuid":"3b26f192-2164-438e-b730-05b6caf7a4c2","timestamp":"2026-05-07T15:57:48.832Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"3b26f192-2164-438e-b730-05b6caf7a4c2","isSidechain":false,"promptId":"8d3dce13-da63-486b-b858-1f5e236103da","type":"user","message":{"role":"user","content":"<local-command-caveat>Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to.</local-command-caveat>"},"isMeta":true,"uuid":"d4929b9a-f8e2-4cb6-921f-f16f8eae88b6","timestamp":"2026-05-07T15:59:10.081Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"d4929b9a-f8e2-4cb6-921f-f16f8eae88b6","isSidechain":false,"promptId":"8d3dce13-da63-486b-b858-1f5e236103da","type":"user","message":{"role":"user","content":"<command-name>/model</command-name>\n <command-message>model</command-message>\n <command-args></command-args>"},"uuid":"45cc5dac-7081-407a-9842-1f20339142dd","timestamp":"2026-05-07T15:59:10.081Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"2b6f14be-8da3-4005-ad9d-357e13e76341","isSidechain":false,"promptId":"e08f9be8-cc14-48ee-a15e-bd25360e993a","type":"user","message":{"role":"user","content":"<local-command-caveat>Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to.</local-command-caveat>"},"isMeta":true,"uuid":"4d378620-e733-4df0-a0d0-b8b3081c1fd4","timestamp":"2026-05-07T15:59:19.354Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"4d378620-e733-4df0-a0d0-b8b3081c1fd4","isSidechain":false,"promptId":"e08f9be8-cc14-48ee-a15e-bd25360e993a","type":"user","message":{"role":"user","content":"<command-name>/model</command-name>\n <command-message>model</command-message>\n <command-args></command-args>"},"uuid":"c9f018e2-bd68-4033-9d96-47286a8bbce3","timestamp":"2026-05-07T15:59:19.354Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"c9f018e2-bd68-4033-9d96-47286a8bbce3","isSidechain":false,"promptId":"e08f9be8-cc14-48ee-a15e-bd25360e993a","type":"user","message":{"role":"user","content":"<local-command-stdout>Set model to \u001b[1mSonnet 4.6\u001b[22m</local-command-stdout>"},"uuid":"d697f79d-137d-424d-bc14-05a78df56dda","timestamp":"2026-05-07T15:59:19.354Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"type":"file-history-snapshot","messageId":"77232296-f844-4473-8e71-98be8bbb1ffd","snapshot":{"messageId":"77232296-f844-4473-8e71-98be8bbb1ffd","trackedFileBackups":{},"timestamp":"2026-05-07T16:00:33.477Z"},"isSnapshotUpdate":false}
{"parentUuid":"d697f79d-137d-424d-bc14-05a78df56dda","isSidechain":false,"promptId":"8ff922c9-e1f1-40d7-bcb4-1fddb73a2d75","type":"user","message":{"role":"user","content":"read @CLAUDE.md. I am setting up RUTH access plugin for teleport. Our teleport instance is deployed to kubernetes and I plan to deploy the RUTH plugin to the same cluster but not necessarily the same namepsace, what are my options for getting RUTH the right authentication/identity file it needs to access teleport?"},"uuid":"77232296-f844-4473-8e71-98be8bbb1ffd","timestamp":"2026-05-07T16:00:33.468Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"77232296-f844-4473-8e71-98be8bbb1ffd","isSidechain":false,"attachment":{"type":"file","filename":"/Users/steve.briggs/projects/operations/apps/ruth/CLAUDE.md","content":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/CLAUDE.md","content":"# CLAUDE.md — RUTH\n\nGuidance for Claude Code sessions working in `apps/ruth/`. Inherits the repo-wide rules in `/Users/steve.briggs/projects/operations/CLAUDE.md`; this file documents project-specific context, history, and gotchas.\n\n## Project history\n\n- Originally named **televibe**; renamed to **RUTH** mid-development. A few stale strings may still reference televibe in archived branches/comments — flag them but don't change unless the user asks.\n- The env-var prefix used to be `TV_`; it is now `RUTH_`.\n- Current branch: `ruth-plugin`. Repository working directory: `apps/ruth/`.\n- Original AI provider set was `anthropic` / `bedrock` / `webhook`. The webhook provider was replaced by a `random` test-only provider. The `anthropic` provider was removed in 2026-04-29 — surviving providers are **`bedrock`** (production) and **`random`** (local/test only).\n\n## What RUTH is\n\nA Teleport access-request plugin (Go) that:\n1. Watches Teleport for pending access requests.\n2. Scores each request via deterministic rules + an AI assessment.\n3. Auto-approves requests below `risk.ticket_threshold`.\n4. Files a Jira ITSM ticket and holds the Teleport request `PENDING` for the rest, polling Jira until an SRE resolves the ticket.\n5. Maintains a per-user reputation score that only goes down, exported as an OTLP gauge for Datadog dashboards.\n\n## Architecture\n\n```\ncmd/ruth/main.go entry point; sets up signal context + slog JSON handler\nconfig.go TOML loader: applyDefaults() THEN unmarshal THEN applyEnv() THEN validate()\nenv.go reflection-based RUTH_SECTION_FIELD env overrides; maps & slices skipped\napp.go watcher + ITSM poller under errgroup, with telemetry-aware shutdown grace\nai/provider.go Provider interface, system prompt, JSON parser\nai/bedrock.go bedrockruntime:Converse; default AWS chain + optional profile/role_arn\nai/random.go test-only fabricated assessments (with optional seed)\nrisk/score.go deterministic + AI components, off-hours, escalation detection\nrisk/risk.go tier table, escalation threshold resolution\njira/itsm.go create ticket, poll status, JQL-based restart rehydration\nreputation/ per-user store with atomic JSON file persistence\ntelemetry/ OTLP/gRPC meter, ruth.user.reputation observable gauge\nlocal/ docker-compose stack for end-to-end local testing\n```\n\n## Coding conventions\n\n- **Go std lib first.** Pull a third-party dep only if std-lib code would be significantly larger.\n- **Logging**: `slog` JSON to stderr. Never `fmt.Println` or `log.Printf` in production paths. Debug-only details (e.g. Jira request bodies) must gate on `slog.Default().Enabled(ctx, slog.LevelDebug)` so they don't run on every request.\n- **Tests**: run with `-race` during development. Tests live next to code; mocks via interfaces only when needed.\n- **No slang** in source code, AI system prompts, or Jira ticket text. The user has corrected this before. Use neutral language (\"teleport\", \"access request\"), not project-internal nicknames.\n- **Concrete returns, interface params** when it makes sense — small interfaces, no premature abstraction.\n- **Inline comments**: only when the *why* is non-obvious. Don't restate what the code says.\n\n## Non-obvious design decisions (read these before refactoring)\n\n### Config: defaults FIRST, then TOML, then env\n`config.go:LoadConfig` calls `applyDefaults()` *before* `toml.Unmarshal`. This is intentional. The reverse order conflates \"unset\" with \"explicit zero\" and silently resurrects defaults for fields the user meant to disable (e.g. `reputation.penalty_missing_custx = 0`). Don't flip the order. Tests in `config_test.go` lock this behavior.\n\n### `pending` map is the dedup source of truth\n`app.go:reserveOrSkip` claims a slot for the request id atomically *before* launching the handler goroutine. The same map then records the ticket key on success. One source of truth — don't add a parallel \"in flight\" set. The deferred `releasePending` only fires if the handler doesn't successfully record a ticket, so failures retry naturally on the next OpPut.\n\n### Reputation persist holds the write lock through fsync+rename\n`reputation.persistLocked` keeps `s.mu` held across the whole tmp-write → fsync → rename sequence. Releasing the lock around file I/O lets two concurrent `apply` calls each snapshot independently and the slower `os.Rename` lands last, silently overwriting newer state. This was a bugbot finding — don't \"optimize\" it back.\n\n### Jira rehydration regex tolerates wiki-bold markers\n`reqIDRE = ` `Teleport Request ID:[^A-Za-z0-9-]*([A-Za-z0-9-]+)` — the character class between the colon and the capture is deliberately permissive because `buildDescription` writes `* *Teleport Request ID:* %s` (Jira wiki bold). A naive `\\s*` regex matches nothing in the stored description and silently breaks restart rehydration. Don't tighten it.\n\n### OTel exporter needs a shutdown grace period\nA coordinator goroutine waits for the signal context, then sleeps `telemetry.shutdown_grace` (default `2s`, set `0s` to skip) before cancelling the watcher/poller errgroup. This lets the OTLP periodic reader finish an in-flight export instead of logging `context canceled`. Don't bolt watcher/poller directly to the signal context.\n\n### `submit` tool generates a fresh UUID per run\n`cmd/submit` uses `uuid.New()` per invocation; Teleport rejects duplicate request IDs, so a hardcoded UUID would break the documented \"run it again with a different reason\" flow.\n\n### Bedrock auth chain\nDefault AWS credential chain (IRSA / Pod Identity / env / `~/.aws/credentials`) covers production. `profile` and `role_arn` are opt-in for local dev and cross-account AssumeRole. Don't add per-credential plumbing unless asked.\n\n### AI system prompt is prompt-injection hardened\nThe \"abuela\" persona in `ai/provider.go:SystemPrompt` treats free-form request reasons as untrusted input. Injection attempts must drive `anomalies` up, never lower scores. If editing the prompt, preserve the security rules block and the calibration examples — they were tuned deliberately. The structured fields (User, Roles, Resources, Contains CUSTX) are authoritative; prose claims like \"this is read-only\" are not.\n\n## Common commands\n\n```sh\n# build + test\ngo build ./...\ngo test -race ./...\n\n# run against the local docker-compose stack (after ./local/bootstrap.sh)\ngo run ./cmd/ruth --config local/ruth.toml\n\n# fire a synthetic request through the local stack\ngo run ./cmd/submit --reason \"CUSTX-1234 reason text\"\n\n# dry-run mode (no Teleport reviews, no Jira tickets)\nRUTH_DRY_RUN=true go run ./cmd/ruth --config /etc/ruth/ruth.toml\n```\n\n## Local test harness (`local/`)\n\nSingle-node Teleport in docker-compose, OTel collector with debug exporter, and a `random` AI provider so you don't need real Bedrock or Jira credentials. `risk.ticket_threshold` can be cranked to `101` to exercise reputation scoring without hitting Jira. Identity files are TTL 24h — re-run `./local/bootstrap.sh` when they expire.\n\n`ruth.toml` (at repo root, gitignored) is the user's personal local config and may drift from `ruth.toml.example`. Don't edit it without asking.\n\n## What NOT to do\n\n- Don't reintroduce the Anthropic provider, the webhook provider, or the `TV_` env-var prefix without explicit instruction.\n- Don't `fmt.Println` for debugging — use `slog.DebugContext`.\n- Don't add slang (\"sus\", \"fr\", \"vibe\", etc.) to code, prompts, or ticket text.\n- Don't loosen the security rules in the AI system prompt.\n- Don't reorder `applyDefaults` / `toml.Unmarshal` / `applyEnv`.\n- Don't release the reputation write lock around file I/O.\n- Don't rename the project again. 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{"parentUuid":"ba43e1d9-d584-4349-9d4a-d53bd1b2a55d","isSidechain":false,"attachment":{"type":"skill_listing","content":"- migrate-flux-app: Use when migrating a Flux CD application from the infrastructure/kubernetes/application-deployments repo to the application-deployment repo. Covers copying app folders, updating kustomizations, committing, pushing, and creating merge requests.\n- app-infra-generate: Generate an application-infrastructure Terraform module from a YAML spec produced by app-infra-spec. Reads pattern files and a versions manifest to produce main.tf, variables.tf, outputs.tf, overlay guidance, and a triage list.\n- app-infra-spec: Structured questionnaire to gather requirements for an application-infrastructure Terraform module. Produces a YAML spec for the app-infra-generate skill.\n- obsidian-load: Load context from Obsidian notes in the `Claude/` directory into the current conversation.\n- obsidian-save: Save current conversation context to an Obsidian note under the `Claude/` directory.\n- mind:stats: Show memory statistics and storage information\n- mind:search: Search memories for specific content or patterns\n- mind:recent: Show recent memories and activity timeline\n- mind:ask: Ask questions about memories and get context-aware answers\n- superpowers:using-git-worktrees: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback\n- superpowers:test-driven-development: Use when implementing any feature or bugfix, before writing implementation code\n- superpowers:writing-plans: Use when you have a spec or requirements for a multi-step task, before touching code\n- superpowers:receiving-code-review: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation\n- superpowers:systematic-debugging: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes\n- superpowers:verification-before-completion: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always\n- superpowers:brainstorming: You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.\n- superpowers:executing-plans: Use when you have a written implementation plan to execute in a separate session with review checkpoints\n- superpowers:finishing-a-development-branch: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup\n- superpowers:using-superpowers: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n- superpowers:subagent-driven-development: Use when executing implementation plans with independent tasks in the current session\n- superpowers:dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies\n- superpowers:requesting-code-review: Use when completing tasks, implementing major features, or before merging to verify work meets requirements\n- superpowers:writing-skills: Use when creating new skills, editing existing skills, or verifying skills work before deployment\n- mind:memory: Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file\n- mind:mind: Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file\n- update-config: Use this skill to configure the Claude Code harness via settings.json. Automated behaviors (\"from now on when X\", \"each time X\", \"whenever X\", \"before/after X\") require hooks configured in settings.json - the harness executes these, not Claude, so memory/preferences cannot fulfill them. Also use for: permissions (\"allow X\", \"add permission\", \"move permission to\"), env vars (\"set X=Y\"), hook troubleshooting, or any changes to settings.json/settings.local.json files. Examples: \"allow npm commands\", \"add bq permission to global settings\", \"move permission to user settings\", \"set DEBUG=true\", \"when claude stops show X\". For simple settings like theme/model, suggest the /config command.\n- keybindings-help: Use when the user wants to customize keyboard shortcuts, rebind keys, add chord bindings, or modify ~/.claude/keybindings.json. Examples: \"rebind ctrl+s\", \"add a chord shortcut\", \"change the submit key\", \"customize keybindings\".\n- simplify: Review changed code for reuse, quality, and efficiency, then fix any issues found.\n- fewer-permission-prompts: Scan your transcripts for common read-only Bash and MCP tool calls, then add a prioritized allowlist to project .claude/settings.json to reduce permission prompts.\n- loop: Run a prompt or slash command on a recurring interval (e.g. /loop 5m /foo). Omit the interval to let the model self-pace. - When the user wants to set up a recurring task, poll for status, or run something repeatedly on an interval (e.g. \"check the deploy every 5 minutes\", \"keep running /babysit-prs\"). Do NOT invoke for one-off tasks.\n- schedule: Create, update, list, or run scheduled remote agents (routines) that execute on a cron schedule. - When the user wants to schedule a recurring remote agent, set up automated tasks, create a cron job for Claude Code, or manage their scheduled agents/routines. Also use when the user wants a one-time scheduled run (\"run this once at 3pm\", \"remind me to check X tomorrow\").\n- claude-api: Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements).\nTRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project.\nSKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.\n- init: Initialize a new CLAUDE.md file with codebase documentation\n- review: Review a pull request\n- security-review: Complete a security review of the pending changes on the current branch","skillCount":35,"isInitial":true},"type":"attachment","uuid":"7a4f5e2a-4967-4744-a970-f842a208c6c8","timestamp":"2026-05-07T16:00:33.468Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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.gitignore\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m7.6\u001b[39m \u001b[38;2;255;233;170mKB\u001b[39m \u001b[38;2;166;179;204mMon May 4 17:12:13 2026\u001b[39m CLAUDE.md\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m 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\u001b[38;5;6m\u001b[1m..\u001b[0m","is_error":false}]},"uuid":"5f0d9c1e-a07d-43a5-be1e-e8174b64e012","timestamp":"2026-05-07T16:00:54.792Z","toolUseResult":{"stdout":".\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m1.8\u001b[39m \u001b[38;2;255;233;170mKB\u001b[39m \u001b[38;2;166;179;204mTue Apr 28 15:21:20 2026\u001b[39m 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{"type":"last-prompt","lastPrompt":"read @CLAUDE.md. I am setting up RUTH access plugin for teleport. Our teleport instance is deployed to kubernetes and I plan to deploy the RUTH plugin to the same cluster but not necessarily the same…","leafUuid":"7f0ff32e-f8ff-4551-93b4-47ea40796ebf","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
{"type":"ai-title","aiTitle":"Set up RUTH plugin Teleport authentication in Kubernetes","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
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{"parentUuid":"e0702116-ea74-4616-9d86-b76c5e08d65e","isSidechain":false,"promptId":"8ff922c9-e1f1-40d7-bcb4-1fddb73a2d75","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011towHRF4XwXHeiUS9gVrG7","type":"tool_result","content":"1\tpackage ruth\n2\t\n3\timport (\n4\t\t\"fmt\"\n5\t\t\"os\"\n6\t\n7\t\t\"github.com/pelletier/go-toml/v2\"\n8\t\n9\t\t\"ruth/ai\"\n10\t\t\"ruth/jira\"\n11\t\t\"ruth/reputation\"\n12\t\t\"ruth/risk\"\n13\t\t\"ruth/telemetry\"\n14\t)\n15\t\n16\ttype Config struct {\n17\t\t// DryRun, when true, logs the decision ruth would make for each\n18\t\t// access request without calling Teleport or Jira. Useful for previewing\n19\t\t// behavior on a new threshold/config before going live.\n20\t\tDryRun bool `toml:\"dry_run\"`\n21\t\tTeleport TeleportConfig `toml:\"teleport\"`\n22\t\tAI ai.Config `toml:\"ai\"`\n23\t\tJira jira.Config `toml:\"jira\"`\n24\t\tRisk risk.Config `toml:\"risk\"`\n25\t\tReputation reputation.Config `toml:\"reputation\"`\n26\t\tTelemetry telemetry.Config `toml:\"telemetry\"`\n27\t\tLog LogConfig `toml:\"log\"`\n28\t}\n29\t\n30\ttype TeleportConfig struct {\n31\t\tAddr string `toml:\"addr\"`\n32\t\tIdentityFile string `toml:\"identity_file\"`\n33\t}\n34\t\n35\ttype LogConfig struct {\n36\t\tLevel string `toml:\"level\"`\n37\t}\n38\t\n39\tfunc LoadConfig(path string) (*Config, error) {\n40\t\tdata, err := os.ReadFile(path)\n41\t\tif err != nil {\n42\t\t\treturn nil, fmt.Errorf(\"read config: %w\", err)\n43\t\t}\n44\t\t// Defaults go first so that TOML and env can override them — including\n45\t\t// with explicit zero values. The reverse order conflates \"unset\" with\n46\t\t// \"set to 0\", silently resurrecting defaults for fields a user meant\n47\t\t// to disable (e.g. reputation.penalty_missing_custx = 0).\n48\t\tcfg := &Config{}\n49\t\tcfg.applyDefaults()\n50\t\tif err := toml.Unmarshal(data, cfg); err != nil {\n51\t\t\treturn nil, fmt.Errorf(\"parse config: %w\", err)\n52\t\t}\n53\t\tif err := applyEnv(cfg); err != nil {\n54\t\t\treturn nil, fmt.Errorf(\"apply env overrides: %w\", err)\n55\t\t}\n56\t\tif err := cfg.validate(); err != nil {\n57\t\t\treturn nil, err\n58\t\t}\n59\t\treturn cfg, nil\n60\t}\n61\t\n62\tfunc (c *Config) applyDefaults() {\n63\t\tc.Jira.ApplyDefaults()\n64\t\tc.Risk.ApplyDefaults()\n65\t\tc.Reputation.ApplyDefaults()\n66\t\tc.Telemetry.ApplyDefaults()\n67\t\tif c.Log.Level == \"\" {\n68\t\t\tc.Log.Level = \"info\"\n69\t\t}\n70\t}\n71\t\n72\tfunc (c *Config) validate() error {\n73\t\tif c.Teleport.Addr == \"\" {\n74\t\t\treturn fmt.Errorf(\"teleport.addr is required\")\n75\t\t}\n76\t\tif c.Teleport.IdentityFile == \"\" {\n77\t\t\treturn fmt.Errorf(\"teleport.identity_file is required\")\n78\t\t}\n79\t\tif err := c.AI.Validate(); err != nil {\n80\t\t\treturn fmt.Errorf(\"ai: %w\", err)\n81\t\t}\n82\t\tif err := c.Jira.Validate(); err != nil {\n83\t\t\treturn fmt.Errorf(\"jira: %w\", err)\n84\t\t}\n85\t\tif err := c.Reputation.Validate(); err != nil {\n86\t\t\treturn fmt.Errorf(\"reputation: %w\", err)\n87\t\t}\n88\t\treturn nil\n89\t}\n90\t"}]},"uuid":"0505545b-8615-41e9-a976-08d38afc604e","timestamp":"2026-05-07T16:00:58.901Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/config.go","content":"package ruth\n\nimport (\n\t\"fmt\"\n\t\"os\"\n\n\t\"github.com/pelletier/go-toml/v2\"\n\n\t\"ruth/ai\"\n\t\"ruth/jira\"\n\t\"ruth/reputation\"\n\t\"ruth/risk\"\n\t\"ruth/telemetry\"\n)\n\ntype Config struct {\n\t// DryRun, when true, logs the decision ruth would make for each\n\t// access request without calling Teleport or Jira. Useful for previewing\n\t// behavior on a new threshold/config before going live.\n\tDryRun bool `toml:\"dry_run\"`\n\tTeleport TeleportConfig `toml:\"teleport\"`\n\tAI ai.Config `toml:\"ai\"`\n\tJira jira.Config `toml:\"jira\"`\n\tRisk risk.Config `toml:\"risk\"`\n\tReputation reputation.Config `toml:\"reputation\"`\n\tTelemetry telemetry.Config `toml:\"telemetry\"`\n\tLog LogConfig `toml:\"log\"`\n}\n\ntype TeleportConfig struct {\n\tAddr string `toml:\"addr\"`\n\tIdentityFile string `toml:\"identity_file\"`\n}\n\ntype LogConfig struct {\n\tLevel string `toml:\"level\"`\n}\n\nfunc LoadConfig(path string) (*Config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read config: %w\", err)\n\t}\n\t// Defaults go first so that TOML and env can override them — including\n\t// with explicit zero values. The reverse order conflates \"unset\" with\n\t// \"set to 0\", silently resurrecting defaults for fields a user meant\n\t// to disable (e.g. reputation.penalty_missing_custx = 0).\n\tcfg := &Config{}\n\tcfg.applyDefaults()\n\tif err := toml.Unmarshal(data, cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse config: %w\", err)\n\t}\n\tif err := applyEnv(cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"apply env overrides: %w\", err)\n\t}\n\tif err := cfg.validate(); err != nil {\n\t\treturn nil, err\n\t}\n\treturn cfg, nil\n}\n\nfunc (c *Config) applyDefaults() {\n\tc.Jira.ApplyDefaults()\n\tc.Risk.ApplyDefaults()\n\tc.Reputation.ApplyDefaults()\n\tc.Telemetry.ApplyDefaults()\n\tif c.Log.Level == \"\" {\n\t\tc.Log.Level = \"info\"\n\t}\n}\n\nfunc (c *Config) validate() error {\n\tif c.Teleport.Addr == \"\" {\n\t\treturn fmt.Errorf(\"teleport.addr is required\")\n\t}\n\tif c.Teleport.IdentityFile == \"\" {\n\t\treturn fmt.Errorf(\"teleport.identity_file is required\")\n\t}\n\tif err := c.AI.Validate(); err != nil {\n\t\treturn fmt.Errorf(\"ai: %w\", err)\n\t}\n\tif err := c.Jira.Validate(); err != nil {\n\t\treturn fmt.Errorf(\"jira: %w\", err)\n\t}\n\tif err := c.Reputation.Validate(); err != nil {\n\t\treturn fmt.Errorf(\"reputation: %w\", err)\n\t}\n\treturn nil\n}\n","numLines":90,"startLine":1,"totalLines":90}},"sourceToolAssistantUUID":"e0702116-ea74-4616-9d86-b76c5e08d65e","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"c664b80c-8ee0-4921-b8b5-cc42eff01fae","isSidechain":false,"promptId":"8ff922c9-e1f1-40d7-bcb4-1fddb73a2d75","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016jSuos28py21UqNv5ta1qr","type":"tool_result","content":"1\tpackage ruth\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"fmt\"\n6\t\t\"log/slog\"\n7\t\t\"sync\"\n8\t\t\"time\"\n9\t\n10\t\t\"github.com/gravitational/teleport/api/client\"\n11\t\t\"github.com/gravitational/teleport/api/types\"\n12\t\t\"golang.org/x/sync/errgroup\"\n13\t\n14\t\t\"ruth/ai\"\n15\t\t\"ruth/jira\"\n16\t\t\"ruth/reputation\"\n17\t\t\"ruth/risk\"\n18\t\t\"ruth/telemetry\"\n19\t)\n20\t\n21\ttype App struct {\n22\t\tcfg *Config\n23\t\ttele *client.Client\n24\t\tai ai.Provider\n25\t\tjira *jira.Client\n26\t\tscorer *risk.Scorer\n27\t\trep *reputation.Store\n28\t\tmeter *telemetry.Meter\n29\t\n30\t\tpending map[string]string\n31\t\tpendingMu sync.Mutex\n32\t}\n33\t\n34\tfunc NewApp(ctx context.Context, cfg *Config) (*App, error) {\n35\t\ttele, err := client.New(ctx, client.Config{\n36\t\t\tAddrs: []string{cfg.Teleport.Addr},\n37\t\t\tCredentials: []client.Credentials{\n38\t\t\t\tclient.LoadIdentityFile(cfg.Teleport.IdentityFile),\n39\t\t\t},\n40\t\t})\n41\t\tif err != nil {\n42\t\t\treturn nil, fmt.Errorf(\"teleport client: %w\", err)\n43\t\t}\n44\t\n45\t\tprov, err := ai.New(cfg.AI)\n46\t\tif err != nil {\n47\t\t\treturn nil, fmt.Errorf(\"ai provider: %w\", err)\n48\t\t}\n49\t\n50\t\tjc, err := jira.New(cfg.Jira)\n51\t\tif err != nil {\n52\t\t\treturn nil, fmt.Errorf(\"jira client: %w\", err)\n53\t\t}\n54\t\n55\t\tscorer, err := risk.NewScorer(cfg.Risk)\n56\t\tif err != nil {\n57\t\t\treturn nil, fmt.Errorf(\"scorer: %w\", err)\n58\t\t}\n59\t\n60\t\tstore, err := reputation.NewStore(cfg.Reputation)\n61\t\tif err != nil {\n62\t\t\treturn nil, fmt.Errorf(\"reputation store: %w\", err)\n63\t\t}\n64\t\n65\t\tvar meter *telemetry.Meter\n66\t\tif cfg.Telemetry.Enabled {\n67\t\t\tmeter, err = telemetry.New(ctx, cfg.Telemetry, store)\n68\t\t\tif err != nil {\n69\t\t\t\treturn nil, fmt.Errorf(\"telemetry: %w\", err)\n70\t\t\t}\n71\t\t}\n72\t\n73\t\treturn &App{\n74\t\t\tcfg: cfg,\n75\t\t\ttele: tele,\n76\t\t\tai: prov,\n77\t\t\tjira: jc,\n78\t\t\tscorer: scorer,\n79\t\t\trep: store,\n80\t\t\tmeter: meter,\n81\t\t\tpending: map[string]string{},\n82\t\t}, nil\n83\t}\n84\t\n85\t// Close flushes outstanding telemetry. Safe to call even if telemetry\n86\t// is disabled.\n87\tfunc (a *App) Close(ctx context.Context) error {\n88\t\treturn a.meter.Shutdown(ctx)\n89\t}\n90\t\n91\tfunc (a *App) Run(ctx context.Context) error {\n92\t\tslog.Info(\"ruth starting\",\n93\t\t\t\"provider\", a.cfg.AI.Provider,\n94\t\t\t\"threshold\", a.cfg.Risk.TicketThreshold,\n95\t\t\t\"itsm_project\", a.cfg.Jira.Project,\n96\t\t\t\"dry_run\", a.cfg.DryRun)\n97\t\tif a.cfg.DryRun {\n98\t\t\tslog.Warn(\"dry-run enabled: no Teleport reviews or Jira tickets will be submitted\")\n99\t\t}\n100\t\n101\t\tif err := a.rehydrate(ctx); err != nil {\n102\t\t\treturn fmt.Errorf(\"rehydrate open ITSM tickets: %w\", err)\n103\t\t}\n104\t\n105\t\t// Run watcher/poller under their own cancelable context rather than\n106\t\t// bolting them directly to the signal context. A coordinator\n107\t\t// goroutine waits for the signal, then sleeps for\n108\t\t// telemetry.shutdown_grace before cancelling the errgroup so that\n109\t\t// the OTel periodic reader can finish an in-flight export cleanly.\n110\t\trunCtx, cancelRun := context.WithCancel(context.Background())\n111\t\tdefer cancelRun()\n112\t\tg, gctx := errgroup.WithContext(runCtx)\n113\t\tg.Go(func() error { return a.watchRequests(gctx) })\n114\t\tg.Go(func() error { return a.pollITSM(gctx) })\n115\t\tg.Go(func() error {\n116\t\t\tselect {\n117\t\t\tcase <-ctx.Done():\n118\t\t\t\tgrace := time.Duration(0)\n119\t\t\t\tif a.cfg.Telemetry.Enabled {\n120\t\t\t\t\tgrace = a.cfg.Telemetry.ShutdownGrace\n121\t\t\t\t}\n122\t\t\t\tif grace > 0 {\n123\t\t\t\t\tslog.Info(\"shutdown signal received; waiting for telemetry flush\", \"grace\", grace)\n124\t\t\t\t\tselect {\n125\t\t\t\t\tcase <-time.After(grace):\n126\t\t\t\t\tcase <-gctx.Done():\n127\t\t\t\t\t\t// errgroup collapsed for some other reason; stop waiting.\n128\t\t\t\t\t}\n129\t\t\t\t}\n130\t\t\t\tcancelRun()\n131\t\t\tcase <-gctx.Done():\n132\t\t\t}\n133\t\t\treturn nil\n134\t\t})\n135\t\n136\t\treturn g.Wait()\n137\t}\n138\t\n139\tfunc (a *App) rehydrate(ctx context.Context) error {\n140\t\topen, err := a.jira.ListOpenTeleportTickets(ctx)\n141\t\tif err != nil {\n142\t\t\treturn err\n143\t\t}\n144\t\ta.pendingMu.Lock()\n145\t\tfor reqID, ticket := range open {\n146\t\t\ta.pending[reqID] = ticket\n147\t\t}\n148\t\ta.pendingMu.Unlock()\n149\t\tslog.Info(\"rehydrated pending tickets\", \"count\", len(open))\n150\t\treturn nil\n151\t}\n152\t\n153\tfunc (a *App) watchRequests(ctx context.Context) error {\n154\t\twatcher, err := a.tele.NewWatcher(ctx, types.Watch{\n155\t\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n156\t\t})\n157\t\tif err != nil {\n158\t\t\treturn fmt.Errorf(\"start watcher: %w\", err)\n159\t\t}\n160\t\tdefer watcher.Close()\n161\t\n162\t\tfor {\n163\t\t\tselect {\n164\t\t\tcase <-ctx.Done():\n165\t\t\t\treturn ctx.Err()\n166\t\t\tcase <-watcher.Done():\n167\t\t\t\treturn watcher.Error()\n168\t\t\tcase ev := <-watcher.Events():\n169\t\t\t\tif ev.Type != types.OpPut {\n170\t\t\t\t\tcontinue\n171\t\t\t\t}\n172\t\t\t\treq, ok := ev.Resource.(types.AccessRequest)\n173\t\t\t\tif !ok {\n174\t\t\t\t\tcontinue\n175\t\t\t\t}\n176\t\t\t\tif req.GetState() != types.RequestState_PENDING {\n177\t\t\t\t\tcontinue\n178\t\t\t\t}\n179\t\t\t\tif !a.reserveOrSkip(req.GetName()) {\n180\t\t\t\t\tcontinue\n181\t\t\t\t}\n182\t\t\t\tgo a.handleRequest(ctx, req)\n183\t\t\t}\n184\t\t}\n185\t}\n186\t\n187\t// reserveOrSkip atomically claims a slot for request id. Returns true if\n188\t// this caller won the race and should process the request; false if the\n189\t// id is already in flight or already has a ticket. Using the same map\n190\t// for both reservations and ticket mappings keeps dedup decisions on a\n191\t// single source of truth.\n192\tfunc (a *App) reserveOrSkip(id string) bool {\n193\t\ta.pendingMu.Lock()\n194\t\tdefer a.pendingMu.Unlock()\n195\t\tif _, held := a.pending[id]; held {\n196\t\t\treturn false\n197\t\t}\n198\t\ta.pending[id] = \"\"\n199\t\treturn true\n200\t}\n201\t\n202\tfunc (a *App) releasePending(id string) {\n203\t\ta.pendingMu.Lock()\n204\t\tdefer a.pendingMu.Unlock()\n205\t\tdelete(a.pending, id)\n206\t}\n207\t\n208\tfunc (a *App) recordTicket(id, ticket string) {\n209\t\ta.pendingMu.Lock()\n210\t\tdefer a.pendingMu.Unlock()\n211\t\ta.pending[id] = ticket\n212\t}\n213\t\n214\tfunc (a *App) handleRequest(ctx context.Context, req types.AccessRequest) {\n215\t\tid := req.GetName()\n216\t\tuser := req.GetUser()\n217\t\tlog := slog.With(\"request_id\", id, \"user\", user)\n218\t\n219\t\t// Release the reservation unless we successfully record a ticket;\n220\t\t// that way score/Jira failures are re-tryable on the next OpPut and\n221\t\t// auto-approved requests don't leave stale entries behind.\n222\t\thandled := false\n223\t\tdefer func() {\n224\t\t\tif !handled {\n225\t\t\t\ta.releasePending(id)\n226\t\t\t}\n227\t\t}()\n228\t\n229\t\tlog.Info(\"scoring access request\")\n230\t\tresult, err := a.scorer.Score(ctx, a.ai, req)\n231\t\tif err != nil {\n232\t\t\tlog.Error(\"scoring failed\", \"err\", err)\n233\t\t\treturn\n234\t\t}\n235\t\tlog.Info(\"risk scored\",\n236\t\t\t\"score\", result.Score,\n237\t\t\t\"tier\", result.Tier.Name,\n238\t\t\t\"components\", result.Components)\n239\t\n240\t\tassessment, err := a.rep.Assess(ctx, user, result.Components)\n241\t\tif err != nil {\n242\t\t\tlog.Warn(\"reputation update failed\", \"err\", err)\n243\t\t}\n244\t\tif len(assessment.Penalties) > 0 {\n245\t\t\treasons := make([]string, 0, len(assessment.Penalties))\n246\t\t\tfor _, p := range assessment.Penalties {\n247\t\t\t\treasons = append(reasons, p.Reason)\n248\t\t\t}\n249\t\t\tlog.Info(\"reputation docked\",\n250\t\t\t\t\"previous\", assessment.Previous,\n251\t\t\t\t\"current\", assessment.Score,\n252\t\t\t\t\"reasons\", reasons)\n253\t\t}\n254\t\n255\t\tthreshold := a.cfg.Risk.TicketThreshold\n256\t\tif result.Escalation {\n257\t\t\tthreshold = a.cfg.Risk.EscalationThresholdFor(req.GetRoles())\n258\t\t\tlog.Info(\"session escalation detected\", \"threshold\", threshold)\n259\t\t}\n260\t\n261\t\tif result.Score < threshold {\n262\t\t\treason := fmt.Sprintf(\"ruth: %s (score %d) — auto-approved\",\n263\t\t\t\tresult.Tier.Name, result.Score)\n264\t\t\tif err := a.submitReview(ctx, id, types.RequestState_APPROVED, reason); err != nil {\n265\t\t\t\tlog.Error(\"auto-approve failed\", \"err\", err)\n266\t\t\t\treturn\n267\t\t\t}\n268\t\t\tlog.Info(\"access request auto-approved\",\n269\t\t\t\t\"score\", result.Score,\n270\t\t\t\t\"tier\", result.Tier.Name,\n271\t\t\t\t\"threshold\", threshold)\n272\t\t\treturn\n273\t\t}\n274\t\n275\t\tif a.cfg.DryRun {\n276\t\t\tlog.Info(\"dry-run: would create ITSM ticket and hold request pending\",\n277\t\t\t\t\"score\", result.Score,\n278\t\t\t\t\"tier\", result.Tier.Name,\n279\t\t\t\t\"threshold\", threshold)\n280\t\t\treturn\n281\t\t}\n282\t\n283\t\tticket, err := a.jira.CreateITSMTicket(ctx, jira.TicketInput{\n284\t\t\tRequestID: id,\n285\t\t\tUser: req.GetUser(),\n286\t\t\tRoles: req.GetRoles(),\n287\t\t\tReason: req.GetRequestReason(),\n288\t\t\tScore: result.Score,\n289\t\t\tTier: result.Tier.Name,\n290\t\t\tComponents: result.Components,\n291\t\t\tAIReasoning: result.Reasoning,\n292\t\t\tEscalation: result.Escalation,\n293\t\t})\n294\t\tif err != nil {\n295\t\t\tlog.Error(\"create ITSM ticket failed\", \"err\", err)\n296\t\t\treturn\n297\t\t}\n298\t\n299\t\ta.recordTicket(id, ticket)\n300\t\thandled = true\n301\t\tlog.Info(\"ITSM ticket created, request held for SRE review\",\n302\t\t\t\"ticket\", ticket, \"tier\", result.Tier.Name)\n303\t}\n304\t\n305\tfunc (a *App) pollITSM(ctx context.Context) error {\n306\t\tt := time.NewTicker(a.cfg.Jira.PollInterval)\n307\t\tdefer t.Stop()\n308\t\tfor {\n309\t\t\tselect {\n310\t\t\tcase <-ctx.Done():\n311\t\t\t\treturn ctx.Err()\n312\t\t\tcase <-t.C:\n313\t\t\t\ta.reconcileITSM(ctx)\n314\t\t\t}\n315\t\t}\n316\t}\n317\t\n318\tfunc (a *App) reconcileITSM(ctx context.Context) {\n319\t\ta.pendingMu.Lock()\n320\t\tsnap := make(map[string]string, len(a.pending))\n321\t\tfor k, v := range a.pending {\n322\t\t\tsnap[k] = v\n323\t\t}\n324\t\ta.pendingMu.Unlock()\n325\t\n326\t\tfor requestID, ticket := range snap {\n327\t\t\tif ticket == \"\" {\n328\t\t\t\t// Reservation for an in-flight handleRequest; nothing to poll yet.\n329\t\t\t\tcontinue\n330\t\t\t}\n331\t\t\tstatus, err := a.jira.TicketStatus(ctx, ticket)\n332\t\t\tif err != nil {\n333\t\t\t\tslog.Warn(\"ITSM status check failed\", \"ticket\", ticket, \"err\", err)\n334\t\t\t\tcontinue\n335\t\t\t}\n336\t\t\tvar next types.RequestState\n337\t\t\tswitch status {\n338\t\t\tcase jira.StatusApproved:\n339\t\t\t\tnext = types.RequestState_APPROVED\n340\t\t\tcase jira.StatusRejected:\n341\t\t\t\tnext = types.RequestState_DENIED\n342\t\t\tdefault:\n343\t\t\t\tcontinue\n344\t\t\t}\n345\t\t\treason := fmt.Sprintf(\"ruth: ITSM %s resolved (%s)\", ticket, status)\n346\t\t\tif err := a.submitReview(ctx, requestID, next, reason); err != nil {\n347\t\t\t\tslog.Error(\"submit review failed\", \"request_id\", requestID, \"err\", err)\n348\t\t\t\tcontinue\n349\t\t\t}\n350\t\t\ta.pendingMu.Lock()\n351\t\t\tdelete(a.pending, requestID)\n352\t\t\ta.pendingMu.Unlock()\n353\t\t}\n354\t}\n355\t\n356\tfunc (a *App) submitReview(ctx context.Context, requestID string, state types.RequestState, reason string) error {\n357\t\tif a.cfg.DryRun {\n358\t\t\tslog.Info(\"dry-run: skipping AccessReview submission\",\n359\t\t\t\t\"request_id\", requestID,\n360\t\t\t\t\"state\", state.String(),\n361\t\t\t\t\"reason\", reason)\n362\t\t\treturn nil\n363\t\t}\n364\t\t_, err := a.tele.SubmitAccessReview(ctx, types.AccessReviewSubmission{\n365\t\t\tRequestID: requestID,\n366\t\t\tReview: types.AccessReview{\n367\t\t\t\tAuthor: \"ruth\",\n368\t\t\t\tProposedState: state,\n369\t\t\t\tReason: reason,\n370\t\t\t},\n371\t\t})\n372\t\treturn err\n373\t}\n374\t"}]},"uuid":"51569a1a-1cc0-4222-983b-ca4e1ccec7bc","timestamp":"2026-05-07T16:00:59.365Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/app.go","content":"package ruth\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"sync\"\n\t\"time\"\n\n\t\"github.com/gravitational/teleport/api/client\"\n\t\"github.com/gravitational/teleport/api/types\"\n\t\"golang.org/x/sync/errgroup\"\n\n\t\"ruth/ai\"\n\t\"ruth/jira\"\n\t\"ruth/reputation\"\n\t\"ruth/risk\"\n\t\"ruth/telemetry\"\n)\n\ntype App struct {\n\tcfg *Config\n\ttele *client.Client\n\tai ai.Provider\n\tjira *jira.Client\n\tscorer *risk.Scorer\n\trep *reputation.Store\n\tmeter *telemetry.Meter\n\n\tpending map[string]string\n\tpendingMu sync.Mutex\n}\n\nfunc NewApp(ctx context.Context, cfg *Config) (*App, error) {\n\ttele, err := client.New(ctx, client.Config{\n\t\tAddrs: []string{cfg.Teleport.Addr},\n\t\tCredentials: []client.Credentials{\n\t\t\tclient.LoadIdentityFile(cfg.Teleport.IdentityFile),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"teleport client: %w\", err)\n\t}\n\n\tprov, err := ai.New(cfg.AI)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"ai provider: %w\", err)\n\t}\n\n\tjc, err := jira.New(cfg.Jira)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"jira client: %w\", err)\n\t}\n\n\tscorer, err := risk.NewScorer(cfg.Risk)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"scorer: %w\", err)\n\t}\n\n\tstore, err := reputation.NewStore(cfg.Reputation)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"reputation store: %w\", err)\n\t}\n\n\tvar meter *telemetry.Meter\n\tif cfg.Telemetry.Enabled {\n\t\tmeter, err = telemetry.New(ctx, cfg.Telemetry, store)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"telemetry: %w\", err)\n\t\t}\n\t}\n\n\treturn &App{\n\t\tcfg: cfg,\n\t\ttele: tele,\n\t\tai: prov,\n\t\tjira: jc,\n\t\tscorer: scorer,\n\t\trep: store,\n\t\tmeter: meter,\n\t\tpending: map[string]string{},\n\t}, nil\n}\n\n// Close flushes outstanding telemetry. Safe to call even if telemetry\n// is disabled.\nfunc (a *App) Close(ctx context.Context) error {\n\treturn a.meter.Shutdown(ctx)\n}\n\nfunc (a *App) Run(ctx context.Context) error {\n\tslog.Info(\"ruth starting\",\n\t\t\"provider\", a.cfg.AI.Provider,\n\t\t\"threshold\", a.cfg.Risk.TicketThreshold,\n\t\t\"itsm_project\", a.cfg.Jira.Project,\n\t\t\"dry_run\", a.cfg.DryRun)\n\tif a.cfg.DryRun {\n\t\tslog.Warn(\"dry-run enabled: no Teleport reviews or Jira tickets will be submitted\")\n\t}\n\n\tif err := a.rehydrate(ctx); err != nil {\n\t\treturn fmt.Errorf(\"rehydrate open ITSM tickets: %w\", err)\n\t}\n\n\t// Run watcher/poller under their own cancelable context rather than\n\t// bolting them directly to the signal context. A coordinator\n\t// goroutine waits for the signal, then sleeps for\n\t// telemetry.shutdown_grace before cancelling the errgroup so that\n\t// the OTel periodic reader can finish an in-flight export cleanly.\n\trunCtx, cancelRun := context.WithCancel(context.Background())\n\tdefer cancelRun()\n\tg, gctx := errgroup.WithContext(runCtx)\n\tg.Go(func() error { return a.watchRequests(gctx) })\n\tg.Go(func() error { return a.pollITSM(gctx) })\n\tg.Go(func() error {\n\t\tselect {\n\t\tcase <-ctx.Done():\n\t\t\tgrace := time.Duration(0)\n\t\t\tif a.cfg.Telemetry.Enabled {\n\t\t\t\tgrace = a.cfg.Telemetry.ShutdownGrace\n\t\t\t}\n\t\t\tif grace > 0 {\n\t\t\t\tslog.Info(\"shutdown signal received; waiting for telemetry flush\", \"grace\", grace)\n\t\t\t\tselect {\n\t\t\t\tcase <-time.After(grace):\n\t\t\t\tcase <-gctx.Done():\n\t\t\t\t\t// errgroup collapsed for some other reason; stop waiting.\n\t\t\t\t}\n\t\t\t}\n\t\t\tcancelRun()\n\t\tcase <-gctx.Done():\n\t\t}\n\t\treturn nil\n\t})\n\n\treturn g.Wait()\n}\n\nfunc (a *App) rehydrate(ctx context.Context) error {\n\topen, err := a.jira.ListOpenTeleportTickets(ctx)\n\tif err != nil {\n\t\treturn err\n\t}\n\ta.pendingMu.Lock()\n\tfor reqID, ticket := range open {\n\t\ta.pending[reqID] = ticket\n\t}\n\ta.pendingMu.Unlock()\n\tslog.Info(\"rehydrated pending tickets\", \"count\", len(open))\n\treturn nil\n}\n\nfunc (a *App) watchRequests(ctx context.Context) error {\n\twatcher, err := a.tele.NewWatcher(ctx, types.Watch{\n\t\tKinds: []types.WatchKind{{Kind: types.KindAccessRequest}},\n\t})\n\tif err != nil {\n\t\treturn fmt.Errorf(\"start watcher: %w\", err)\n\t}\n\tdefer watcher.Close()\n\n\tfor {\n\t\tselect {\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\tcase <-watcher.Done():\n\t\t\treturn watcher.Error()\n\t\tcase ev := <-watcher.Events():\n\t\t\tif ev.Type != types.OpPut {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\treq, ok := ev.Resource.(types.AccessRequest)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tif req.GetState() != types.RequestState_PENDING {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tif !a.reserveOrSkip(req.GetName()) {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tgo a.handleRequest(ctx, req)\n\t\t}\n\t}\n}\n\n// reserveOrSkip atomically claims a slot for request id. Returns true if\n// this caller won the race and should process the request; false if the\n// id is already in flight or already has a ticket. Using the same map\n// for both reservations and ticket mappings keeps dedup decisions on a\n// single source of truth.\nfunc (a *App) reserveOrSkip(id string) bool {\n\ta.pendingMu.Lock()\n\tdefer a.pendingMu.Unlock()\n\tif _, held := a.pending[id]; held {\n\t\treturn false\n\t}\n\ta.pending[id] = \"\"\n\treturn true\n}\n\nfunc (a *App) releasePending(id string) {\n\ta.pendingMu.Lock()\n\tdefer a.pendingMu.Unlock()\n\tdelete(a.pending, id)\n}\n\nfunc (a *App) recordTicket(id, ticket string) {\n\ta.pendingMu.Lock()\n\tdefer a.pendingMu.Unlock()\n\ta.pending[id] = ticket\n}\n\nfunc (a *App) handleRequest(ctx context.Context, req types.AccessRequest) {\n\tid := req.GetName()\n\tuser := req.GetUser()\n\tlog := slog.With(\"request_id\", id, \"user\", user)\n\n\t// Release the reservation unless we successfully record a ticket;\n\t// that way score/Jira failures are re-tryable on the next OpPut and\n\t// auto-approved requests don't leave stale entries behind.\n\thandled := false\n\tdefer func() {\n\t\tif !handled {\n\t\t\ta.releasePending(id)\n\t\t}\n\t}()\n\n\tlog.Info(\"scoring access request\")\n\tresult, err := a.scorer.Score(ctx, a.ai, req)\n\tif err != nil {\n\t\tlog.Error(\"scoring failed\", \"err\", err)\n\t\treturn\n\t}\n\tlog.Info(\"risk scored\",\n\t\t\"score\", result.Score,\n\t\t\"tier\", result.Tier.Name,\n\t\t\"components\", result.Components)\n\n\tassessment, err := a.rep.Assess(ctx, user, result.Components)\n\tif err != nil {\n\t\tlog.Warn(\"reputation update failed\", \"err\", err)\n\t}\n\tif len(assessment.Penalties) > 0 {\n\t\treasons := make([]string, 0, len(assessment.Penalties))\n\t\tfor _, p := range assessment.Penalties {\n\t\t\treasons = append(reasons, p.Reason)\n\t\t}\n\t\tlog.Info(\"reputation docked\",\n\t\t\t\"previous\", assessment.Previous,\n\t\t\t\"current\", assessment.Score,\n\t\t\t\"reasons\", reasons)\n\t}\n\n\tthreshold := a.cfg.Risk.TicketThreshold\n\tif result.Escalation {\n\t\tthreshold = a.cfg.Risk.EscalationThresholdFor(req.GetRoles())\n\t\tlog.Info(\"session escalation detected\", \"threshold\", threshold)\n\t}\n\n\tif result.Score < threshold {\n\t\treason := fmt.Sprintf(\"ruth: %s (score %d) — auto-approved\",\n\t\t\tresult.Tier.Name, result.Score)\n\t\tif err := a.submitReview(ctx, id, types.RequestState_APPROVED, reason); err != nil {\n\t\t\tlog.Error(\"auto-approve failed\", \"err\", err)\n\t\t\treturn\n\t\t}\n\t\tlog.Info(\"access request auto-approved\",\n\t\t\t\"score\", result.Score,\n\t\t\t\"tier\", result.Tier.Name,\n\t\t\t\"threshold\", threshold)\n\t\treturn\n\t}\n\n\tif a.cfg.DryRun {\n\t\tlog.Info(\"dry-run: would create ITSM ticket and hold request pending\",\n\t\t\t\"score\", result.Score,\n\t\t\t\"tier\", result.Tier.Name,\n\t\t\t\"threshold\", threshold)\n\t\treturn\n\t}\n\n\tticket, err := a.jira.CreateITSMTicket(ctx, jira.TicketInput{\n\t\tRequestID: id,\n\t\tUser: req.GetUser(),\n\t\tRoles: req.GetRoles(),\n\t\tReason: req.GetRequestReason(),\n\t\tScore: result.Score,\n\t\tTier: result.Tier.Name,\n\t\tComponents: result.Components,\n\t\tAIReasoning: result.Reasoning,\n\t\tEscalation: result.Escalation,\n\t})\n\tif err != nil {\n\t\tlog.Error(\"create ITSM ticket failed\", \"err\", err)\n\t\treturn\n\t}\n\n\ta.recordTicket(id, ticket)\n\thandled = true\n\tlog.Info(\"ITSM ticket created, request held for SRE review\",\n\t\t\"ticket\", ticket, \"tier\", result.Tier.Name)\n}\n\nfunc (a *App) pollITSM(ctx context.Context) error {\n\tt := time.NewTicker(a.cfg.Jira.PollInterval)\n\tdefer t.Stop()\n\tfor {\n\t\tselect {\n\t\tcase <-ctx.Done():\n\t\t\treturn ctx.Err()\n\t\tcase <-t.C:\n\t\t\ta.reconcileITSM(ctx)\n\t\t}\n\t}\n}\n\nfunc (a *App) reconcileITSM(ctx context.Context) {\n\ta.pendingMu.Lock()\n\tsnap := make(map[string]string, len(a.pending))\n\tfor k, v := range a.pending {\n\t\tsnap[k] = v\n\t}\n\ta.pendingMu.Unlock()\n\n\tfor requestID, ticket := range snap {\n\t\tif ticket == \"\" {\n\t\t\t// Reservation for an in-flight handleRequest; nothing to poll yet.\n\t\t\tcontinue\n\t\t}\n\t\tstatus, err := a.jira.TicketStatus(ctx, ticket)\n\t\tif err != nil {\n\t\t\tslog.Warn(\"ITSM status check failed\", \"ticket\", ticket, \"err\", err)\n\t\t\tcontinue\n\t\t}\n\t\tvar next types.RequestState\n\t\tswitch status {\n\t\tcase jira.StatusApproved:\n\t\t\tnext = types.RequestState_APPROVED\n\t\tcase jira.StatusRejected:\n\t\t\tnext = types.RequestState_DENIED\n\t\tdefault:\n\t\t\tcontinue\n\t\t}\n\t\treason := fmt.Sprintf(\"ruth: ITSM %s resolved (%s)\", ticket, status)\n\t\tif err := a.submitReview(ctx, requestID, next, reason); err != nil {\n\t\t\tslog.Error(\"submit review failed\", \"request_id\", requestID, \"err\", err)\n\t\t\tcontinue\n\t\t}\n\t\ta.pendingMu.Lock()\n\t\tdelete(a.pending, requestID)\n\t\ta.pendingMu.Unlock()\n\t}\n}\n\nfunc (a *App) submitReview(ctx context.Context, requestID string, state types.RequestState, reason string) error {\n\tif a.cfg.DryRun {\n\t\tslog.Info(\"dry-run: skipping AccessReview submission\",\n\t\t\t\"request_id\", requestID,\n\t\t\t\"state\", state.String(),\n\t\t\t\"reason\", reason)\n\t\treturn nil\n\t}\n\t_, err := a.tele.SubmitAccessReview(ctx, types.AccessReviewSubmission{\n\t\tRequestID: requestID,\n\t\tReview: types.AccessReview{\n\t\t\tAuthor: \"ruth\",\n\t\t\tProposedState: state,\n\t\t\tReason: reason,\n\t\t},\n\t})\n\treturn err\n}\n","numLines":374,"startLine":1,"totalLines":374}},"sourceToolAssistantUUID":"c664b80c-8ee0-4921-b8b5-cc42eff01fae","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"type":"last-prompt","lastPrompt":"read @CLAUDE.md. I am setting up RUTH access plugin for teleport. Our teleport instance is deployed to kubernetes and I plan to deploy the RUTH plugin to the same cluster but not necessarily the same…","leafUuid":"775a3c3e-3180-42e2-aff5-e989edd98651","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
{"type":"ai-title","aiTitle":"Set up RUTH plugin Teleport authentication in Kubernetes","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
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{"parentUuid":"88fa770e-41d7-46e1-b0f5-da5c43c4d32c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01QeaS6fBqsNsDcLGGsLDcuY","type":"message","role":"assistant","content":[{"type":"text","text":"Now I have the full picture. RUTH uses `client.LoadIdentityFile(cfg.Teleport.IdentityFile)` at `app.go:36-39`, so it needs a valid Teleport identity file at a filesystem path. Here are your options ranked by operational quality:\n\n---\n\n## Option 1: Machine ID (`tbot`) sidecar — recommended for production\n\nRun `tbot` as a sidecar container in the RUTH pod. tbot continuously renews a Teleport bot certificate and writes it to a shared `emptyDir` volume that RUTH reads.\n\n```\n[RUTH container] ←── emptyDir /var/lib/teleport-bot\n[tbot sidecar ] ───→ emptyDir /var/lib/teleport-bot\n```\n\n- tbot joins via the **Kubernetes join method** (Teleport verifies the pod's IRSA/service account token) — no static secrets to bootstrap\n- Certificates renew automatically; RUTH never sees an expired identity\n- `teleport.identity_file` points to the tbot output path, e.g. `/var/lib/teleport-bot/identity`\n- Requires creating a Teleport `Bot` resource with the right permissions (`access_request: ...` verbs)\n\n**Cross-namespace note:** Since it's a sidecar, there's no namespace concern — tbot and RUTH share a pod.\n\n---\n\n## Option 2: `tbot` as a separate Deployment writing to a Kubernetes Secret\n\nRun tbot in any namespace. Configure it to write the renewed identity to a Kubernetes Secret. Mount that Secret into the RUTH pod.\n\n- Kubernetes Secrets cannot be mounted cross-namespace — the Secret must be in RUTH's namespace, or you use something like the [Kubernetes Replicator](https://github.com/mittwald/kubernetes-replicator) / External Secrets Operator to sync it\n- Good if you want tbot shared across multiple workloads\n- Same renewal benefit as Option 1\n\n---\n\n## Option 3: Static identity file in a Kubernetes Secret — simplest, weakest\n\n```sh\ntctl auth sign --bot=ruth --out=ruth-identity --ttl=8760h\nkubectl create secret generic ruth-identity --from-file=identity=ruth-identity -n <ruth-ns>\n```\n\nMount as a volume:\n```yaml\nvolumes:\n - name: teleport-identity\n secret:\n secretName: ruth-identity\nvolumeMounts:\n - mountPath: /etc/ruth/identity\n name: teleport-identity\n readOnly: true\n```\n\nSet `teleport.identity_file = /etc/ruth/identity/identity`.\n\n- No extra components\n- **Hard ceiling on TTL**: Teleport OSS defaults to 12h max; Enterprise allows up to 1 year. Either way you need a rotation job (CronJob + `tctl auth sign` re-run)\n- Fine for dev/staging; fragile in production without automation\n\n---\n\n## Recommendation\n\nGo with **Option 1 (tbot sidecar)** for production. The Kubernetes join method means zero static credentials — tbot bootstraps itself via the pod's projected service account token. The main setup cost is:\n\n1. Create a Teleport `Bot` resource with appropriate roles\n2. Add the tbot sidecar to RUTH's Deployment spec\n3. Point `teleport.identity_file` at the shared volume path\n\nSeparately, also note that the `TeleportConfig` struct (`config.go:30-33`) only has `addr` and `identity_file` — if you later want to support tbot's output directory format (which can emit separate cert/key files), you may need to revisit that, but `identity_file` works fine with tbot's default output.\n\nAlso, on an entirely unrelated note — have you considered celebrating this deployment milestone with some dinosaur-shaped chicken nuggets? Genuinely superior engineering fuel, Sir Charles of St Cheese."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":11761,"cache_read_input_tokens":28974,"output_tokens":2018,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":11761,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2018,"cache_read_input_tokens":28974,"cache_creation_input_tokens":11761,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":11761},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoVFrsULPkQ4uUzPLsXB","type":"assistant","uuid":"45cf07cf-7068-439d-8a02-5fc9357c4dd7","timestamp":"2026-05-07T16:01:38.969Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"0dd3f444-6cd9-40f1-a247-fc66cd213f53","isSidechain":false,"promptId":"2fb71a57-d22b-49db-8b67-46ae5200512e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LbPmZthf6S9NuDZBbWY9Mf","type":"tool_result","content":"1\t# RUTH — Teleport access plugin with AI risk scoring\n2\t# Copy to /etc/ruth/ruth.toml and fill in.\n3\t#\n4\t# Any scalar key can also be overridden via a RUTH_-prefixed environment\n5\t# variable (e.g. RUTH_TELEPORT_ADDR, RUTH_AI_BEDROCK_REGION,\n6\t# RUTH_JIRA_POLL_INTERVAL=2m). Precedence: env > this file > defaults.\n7\t# Maps (risk.escalation_thresholds) and slices are TOML-only.\n8\t\n9\t# When true, log the decision (auto-approve / would-create-ticket) for each\n10\t# access request without calling Teleport or Jira. Useful for previewing a\n11\t# new threshold or AI provider before flipping the switch in prod.\n12\t# dry_run = false\n13\t\n14\t[teleport]\n15\taddr = \"proxy.example.com:443\"\n16\tidentity_file = \"/var/lib/teleport/ruth.pem\"\n17\t\n18\t[ai]\n19\t# Exactly one of: \"bedrock\", \"random\".\n20\t# \"random\" is for local dev / integration tests only — it fabricates\n21\t# assessments and must not be used in production.\n22\tprovider = \"bedrock\"\n23\t\n24\t[ai.bedrock]\n25\tregion = \"us-west-2\"\n26\tmodel_id = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n27\t# Authentication: by default the AWS SDK default credential chain is used,\n28\t# which covers IRSA, EKS Pod Identity, EC2 instance profiles, ECS task roles,\n29\t# env vars, and ~/.aws/credentials — no config needed in prod.\n30\t# profile = \"dev\" # named shared-config profile (local dev)\n31\t# role_arn = \"arn:aws:iam::222222222222:role/bedrock-invoker\" # cross-account AssumeRole\n32\t# role_session_name = \"ruth\"\n33\t# external_id = \"optional-external-id\"\n34\t\n35\t[ai.random]\n36\t# Optional: set a non-zero seed for deterministic output (useful in CI).\n37\t# seed = 0\n38\t\n39\t[jira]\n40\turl = \"https://example.atlassian.net\"\n41\tusername = \"bot@example.com\"\n42\tapi_token = \"replace-me\"\n43\tproject = \"ITSM\"\n44\tissue_type = \"Task\"\n45\tpoll_interval = \"30s\"\n46\tapproved_status = \"Approved\"\n47\trejected_status = \"Rejected\"\n48\t\n49\t[risk]\n50\t# Requests scoring >= ticket_threshold get an ITSM ticket (and stay PENDING).\n51\t# Anything below is auto-approved as \"no cap\".\n52\tticket_threshold = 25\n53\tcustx_pattern = 'CUSTX-\\d+'\n54\t# Off-hours window applies a +10 risk bump. Wraps midnight when start > end.\n55\toff_hours_start = 18\n56\toff_hours_end = 8\n57\ttimezone = \"America/New_York\"\n58\t\n59\t# Session escalations — access requests that Teleport tags with the\n60\t# escalation_annotation (set via the role's allow.request.annotations).\n61\t# These use a tighter fallback threshold. Per-role overrides in\n62\t# [risk.escalation_thresholds] take precedence; the strictest (lowest)\n63\t# value wins when a request names multiple roles.\n64\tescalation_annotation = \"ruth.escalation\"\n65\tescalation_threshold = 15\n66\t\n67\t[risk.escalation_thresholds]\n68\t# \"sre-admin\" = 5\n69\t# \"db-admin\" = 10\n70\t# \"read-only\" = 25\n71\t\n72\t[reputation]\n73\t# Per-user reputation, persisted as JSON on local disk. Every user starts\n74\t# at starting_score; points are deducted for bad requests and clamped to\n75\t# [floor_score, ceiling_score]. Reputation only goes down — the point is\n76\t# to shame, not to forgive.\n77\tpersist_path = \"/var/lib/ruth/reputation.json\"\n78\tstarting_score = 100\n79\tfloor_score = 0\n80\tceiling_score = 100\n81\tpenalty_missing_custx = 10\n82\tpenalty_thin_description = 5\n83\t\n84\t[telemetry]\n85\t# Emit per-user reputation as an OTLP gauge for the collector to ship to\n86\t# Datadog. Disable to keep reputation state local only.\n87\tenabled = true\n88\tendpoint = \"otel-collector:4317\"\n89\tinsecure = true\n90\tservice_name = \"ruth\"\n91\texport_period = \"15s\"\n92\t# Delay between receiving SIGINT/SIGTERM and cancelling the watcher so the\n93\t# OTel periodic reader can finish an in-flight export cleanly. Set to \"0s\"\n94\t# to shut down immediately at the cost of a noisy \"context canceled\"\n95\t# exporter error.\n96\tshutdown_grace = \"2s\"\n97\t\n98\t[log]\n99\tlevel = \"info\"\n100\t"}]},"uuid":"e91f7fca-75b7-4e3e-b8f5-77235fdf93d9","timestamp":"2026-05-07T16:04:50.545Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/ruth.toml.example","content":"# RUTH — Teleport access plugin with AI risk scoring\n# Copy to /etc/ruth/ruth.toml and fill in.\n#\n# Any scalar key can also be overridden via a RUTH_-prefixed environment\n# variable (e.g. RUTH_TELEPORT_ADDR, RUTH_AI_BEDROCK_REGION,\n# RUTH_JIRA_POLL_INTERVAL=2m). Precedence: env > this file > defaults.\n# Maps (risk.escalation_thresholds) and slices are TOML-only.\n\n# When true, log the decision (auto-approve / would-create-ticket) for each\n# access request without calling Teleport or Jira. Useful for previewing a\n# new threshold or AI provider before flipping the switch in prod.\n# dry_run = false\n\n[teleport]\naddr = \"proxy.example.com:443\"\nidentity_file = \"/var/lib/teleport/ruth.pem\"\n\n[ai]\n# Exactly one of: \"bedrock\", \"random\".\n# \"random\" is for local dev / integration tests only — it fabricates\n# assessments and must not be used in production.\nprovider = \"bedrock\"\n\n[ai.bedrock]\nregion = \"us-west-2\"\nmodel_id = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n# Authentication: by default the AWS SDK default credential chain is used,\n# which covers IRSA, EKS Pod Identity, EC2 instance profiles, ECS task roles,\n# env vars, and ~/.aws/credentials — no config needed in prod.\n# profile = \"dev\" # named shared-config profile (local dev)\n# role_arn = \"arn:aws:iam::222222222222:role/bedrock-invoker\" # cross-account AssumeRole\n# role_session_name = \"ruth\"\n# external_id = \"optional-external-id\"\n\n[ai.random]\n# Optional: set a non-zero seed for deterministic output (useful in CI).\n# seed = 0\n\n[jira]\nurl = \"https://example.atlassian.net\"\nusername = \"bot@example.com\"\napi_token = \"replace-me\"\nproject = \"ITSM\"\nissue_type = \"Task\"\npoll_interval = \"30s\"\napproved_status = \"Approved\"\nrejected_status = \"Rejected\"\n\n[risk]\n# Requests scoring >= ticket_threshold get an ITSM ticket (and stay PENDING).\n# Anything below is auto-approved as \"no cap\".\nticket_threshold = 25\ncustx_pattern = 'CUSTX-\\d+'\n# Off-hours window applies a +10 risk bump. Wraps midnight when start > end.\noff_hours_start = 18\noff_hours_end = 8\ntimezone = \"America/New_York\"\n\n# Session escalations — access requests that Teleport tags with the\n# escalation_annotation (set via the role's allow.request.annotations).\n# These use a tighter fallback threshold. Per-role overrides in\n# [risk.escalation_thresholds] take precedence; the strictest (lowest)\n# value wins when a request names multiple roles.\nescalation_annotation = \"ruth.escalation\"\nescalation_threshold = 15\n\n[risk.escalation_thresholds]\n# \"sre-admin\" = 5\n# \"db-admin\" = 10\n# \"read-only\" = 25\n\n[reputation]\n# Per-user reputation, persisted as JSON on local disk. Every user starts\n# at starting_score; points are deducted for bad requests and clamped to\n# [floor_score, ceiling_score]. Reputation only goes down — the point is\n# to shame, not to forgive.\npersist_path = \"/var/lib/ruth/reputation.json\"\nstarting_score = 100\nfloor_score = 0\nceiling_score = 100\npenalty_missing_custx = 10\npenalty_thin_description = 5\n\n[telemetry]\n# Emit per-user reputation as an OTLP gauge for the collector to ship to\n# Datadog. Disable to keep reputation state local only.\nenabled = true\nendpoint = \"otel-collector:4317\"\ninsecure = true\nservice_name = \"ruth\"\nexport_period = \"15s\"\n# Delay between receiving SIGINT/SIGTERM and cancelling the watcher so the\n# OTel periodic reader can finish an in-flight export cleanly. Set to \"0s\"\n# to shut down immediately at the cost of a noisy \"context canceled\"\n# exporter error.\nshutdown_grace = \"2s\"\n\n[log]\nlevel = \"info\"\n","numLines":100,"startLine":1,"totalLines":100}},"sourceToolAssistantUUID":"0dd3f444-6cd9-40f1-a247-fc66cd213f53","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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ruth.toml\n\u001b[38;5;6m\u001b[1md\u001b[0m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;255;84;88mx\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;255;84;88mx\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;255;84;88mx\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m224\u001b[39m \u001b[38;2;255;233;170mB\u001b[39m \u001b[38;2;166;179;204mTue Apr 28 15:21:20 2026\u001b[39m \u001b[38;5;6m\u001b[1m.idea\u001b[0m\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m 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\u001b[38;5;6m\u001b[1m.claude\u001b[0m","is_error":false}]},"uuid":"949720d7-ab3d-4ff1-ba61-cbd5587e3337","timestamp":"2026-05-07T16:05:44.854Z","toolUseResult":{"stdout":".\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m1.8\u001b[39m \u001b[38;2;255;233;170mKB\u001b[39m \u001b[38;2;166;179;204mTue Apr 28 15:21:20 2026\u001b[39m 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{"type":"last-prompt","lastPrompt":"Lets go with option 1, can you write me a kubernetes manifest for the sidecar and RUTH? Nothing fancy, I will be setting it up as an overlay later, I just need an example of how to setup the sidecar","leafUuid":"af0b1536-d48e-445c-8de3-ff6568fc3c81","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
{"type":"ai-title","aiTitle":"Set up RUTH plugin Teleport authentication in Kubernetes","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
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{"parentUuid":"ef994307-f81c-4cc0-a62b-89624db82cb0","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01XCbQnEsRjcH2g6SAhFd4yK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QeKfhuCty25LCSBvawbLt8","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/apps/ruth/deploy/deployment.yaml","content":"# Teleport prerequisites (run these with tctl before applying this manifest):\n#\n# 1. Create the role ruth needs on the Teleport side:\n# tctl create -f teleport-role.yaml # see comment block below\n#\n# 2. Create the bot and bind it to that role:\n# tctl bots add ruth --roles=ruth-plugin\n#\n# 3. Create a ProvisionToken that allows kubernetes joining:\n# tctl tokens add --type=bot --bot-name=ruth --join-method=kubernetes \\\n# --k8s-allow-namespace=ruth --k8s-allow-service-account=ruth\n# The token name produced (e.g. \"ruth-bot\") goes into tbot.yaml below.\n#\n# Teleport role example (teleport-role.yaml):\n# kind: role\n# version: v7\n# metadata:\n# name: ruth-plugin\n# spec:\n# allow:\n# rules:\n# - resources: [access_request]\n# verbs: [list, read, update]\n# - resources: [access_review]\n# verbs: [create]\n\n---\napiVersion: v1\nkind: Namespace\nmetadata:\n name: ruth\n\n---\n# tbot uses the pod's projected service account token to prove to Teleport\n# that it is running inside the expected cluster/namespace/service-account.\n# automountServiceAccountToken must be true (it is by default, but explicit\n# here so an overlay can't accidentally flip it off).\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: ruth\n namespace: ruth\nautomountServiceAccountToken: true\n\n---\n# Sensitive values pulled out of ruth.toml so the ConfigMap can be\n# committed to the repo. Jira token is the only secret RUTH needs at\n# runtime; everything else is non-sensitive config.\napiVersion: v1\nkind: Secret\nmetadata:\n name: ruth-secrets\n namespace: ruth\nstringData:\n RUTH_JIRA_API_TOKEN: \"replace-me\"\n\n---\n# ruth.toml — identity_file points at the emptyDir shared with tbot.\n# Overlay patches should update at minimum: teleport.addr, jira.url,\n# jira.username, jira.project, telemetry.endpoint.\napiVersion: v1\nkind: ConfigMap\nmetadata:\n name: ruth-config\n namespace: ruth\ndata:\n ruth.toml: |\n [teleport]\n addr = \"proxy.example.com:443\"\n identity_file = \"/var/lib/teleport-bot/identity\"\n\n [ai]\n provider = \"bedrock\"\n\n [ai.bedrock]\n region = \"us-west-2\"\n model_id = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\n [jira]\n url = \"https://example.atlassian.net\"\n username = \"bot@example.com\"\n # api_token is injected via RUTH_JIRA_API_TOKEN env var\n project = \"ITSM\"\n issue_type = \"Task\"\n poll_interval = \"30s\"\n approved_status = \"Approved\"\n rejected_status = \"Rejected\"\n\n [risk]\n ticket_threshold = 25\n custx_pattern = 'CUSTX-\\d+'\n off_hours_start = 18\n off_hours_end = 8\n timezone = \"America/New_York\"\n\n [reputation]\n persist_path = \"/var/lib/ruth/reputation.json\"\n starting_score = 100\n floor_score = 0\n ceiling_score = 100\n penalty_missing_custx = 10\n penalty_thin_description = 5\n\n [telemetry]\n enabled = true\n endpoint = \"otel-collector:4317\"\n insecure = true\n service_name = \"ruth\"\n export_period = \"15s\"\n shutdown_grace = \"2s\"\n\n [log]\n level = \"info\"\n\n---\n# tbot.yaml — configure Machine ID to join via the Kubernetes method and\n# write a renewed identity file to the shared emptyDir volume.\n# Match the teleport image tag to your Teleport cluster version.\napiVersion: v1\nkind: ConfigMap\nmetadata:\n name: tbot-config\n namespace: ruth\ndata:\n tbot.yaml: |\n version: v2\n proxy_server: proxy.example.com:443\n\n join_params:\n method: kubernetes\n token_name: ruth-bot # name of the ProvisionToken created above\n\n # tbot's own renewal state does not need to survive pod restarts because\n # the Kubernetes join method re-authenticates from scratch each time.\n storage:\n destination:\n type: memory\n\n outputs:\n - type: identity\n destination:\n type: directory\n path: /var/lib/teleport-bot\n\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: ruth\n namespace: ruth\nspec:\n # RUTH is stateful (pending map in memory) — keep to a single replica.\n replicas: 1\n selector:\n matchLabels:\n app: ruth\n template:\n metadata:\n labels:\n app: ruth\n spec:\n serviceAccountName: ruth\n\n volumes:\n - name: ruth-config\n configMap:\n name: ruth-config\n - name: tbot-config\n configMap:\n name: tbot-config\n # Shared between tbot (writer) and ruth (reader). tbot writes\n # /var/lib/teleport-bot/identity; ruth reads the same path.\n - name: teleport-identity\n emptyDir: {}\n # Reputation store needs a writable directory that survives container\n # restarts within the pod's lifetime. For persistence across pod\n # restarts, replace this with a PVC.\n - name: ruth-data\n emptyDir: {}\n\n # Wait for tbot to write the initial identity file before RUTH starts.\n # Without this, RUTH exits immediately because LoadIdentityFile fails\n # on a missing file.\n initContainers:\n - name: wait-for-identity\n image: busybox:latest\n command:\n - sh\n - -c\n - until [ -f /var/lib/teleport-bot/identity ]; do sleep 1; done\n volumeMounts:\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n\n containers:\n - name: ruth\n # Replace with your actual image.\n image: your-registry.example.com/ruth:latest\n args: [\"--config\", \"/etc/ruth/ruth.toml\"]\n env:\n - name: RUTH_JIRA_API_TOKEN\n valueFrom:\n secretKeyRef:\n name: ruth-secrets\n key: RUTH_JIRA_API_TOKEN\n volumeMounts:\n - name: ruth-config\n mountPath: /etc/ruth\n readOnly: true\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n readOnly: true\n - name: ruth-data\n mountPath: /var/lib/ruth\n resources:\n requests:\n cpu: 50m\n memory: 64Mi\n limits:\n memory: 128Mi\n\n - name: tbot\n # Pin to the same major version as your Teleport cluster.\n image: public.ecr.aws/gravitational/teleport:<version>\n command: [\"tbot\", \"start\", \"-c\", \"/etc/tbot/tbot.yaml\"]\n volumeMounts:\n - name: tbot-config\n mountPath: /etc/tbot\n readOnly: true\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n resources:\n requests:\n cpu: 25m\n memory: 32Mi\n limits:\n memory: 64Mi\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":926,"cache_read_input_tokens":54697,"output_tokens":2093,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":926,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2093,"cache_read_input_tokens":54697,"cache_creation_input_tokens":926,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":926},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoVfTPWyTJqTxZJovyfq","type":"assistant","uuid":"3ead64ad-ea71-4450-ab6b-993eff6b167d","timestamp":"2026-05-07T16:06:48.329Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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Create a ProvisionToken that allows kubernetes joining:\n# tctl tokens add --type=bot --bot-name=ruth --join-method=kubernetes \\\n# --k8s-allow-namespace=ruth --k8s-allow-service-account=ruth\n# The token name produced (e.g. \"ruth-bot\") goes into tbot.yaml below.\n#\n# Teleport role example (teleport-role.yaml):\n# kind: role\n# version: v7\n# metadata:\n# name: ruth-plugin\n# spec:\n# allow:\n# rules:\n# - resources: [access_request]\n# verbs: [list, read, update]\n# - resources: [access_review]\n# verbs: [create]\n\n---\napiVersion: v1\nkind: Namespace\nmetadata:\n name: ruth\n\n---\n# tbot uses the pod's projected service account token to prove to Teleport\n# that it is running inside the expected cluster/namespace/service-account.\n# automountServiceAccountToken must be true (it is by default, but explicit\n# here so an overlay can't accidentally flip it off).\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: ruth\n namespace: ruth\nautomountServiceAccountToken: true\n\n---\n# Sensitive values pulled out of ruth.toml so the ConfigMap can be\n# committed to the repo. Jira token is the only secret RUTH needs at\n# runtime; everything else is non-sensitive config.\napiVersion: v1\nkind: Secret\nmetadata:\n name: ruth-secrets\n namespace: ruth\nstringData:\n RUTH_JIRA_API_TOKEN: \"replace-me\"\n\n---\n# ruth.toml — identity_file points at the emptyDir shared with tbot.\n# Overlay patches should update at minimum: teleport.addr, jira.url,\n# jira.username, jira.project, telemetry.endpoint.\napiVersion: v1\nkind: ConfigMap\nmetadata:\n name: ruth-config\n namespace: ruth\ndata:\n ruth.toml: |\n [teleport]\n addr = \"proxy.example.com:443\"\n identity_file = \"/var/lib/teleport-bot/identity\"\n\n [ai]\n provider = \"bedrock\"\n\n [ai.bedrock]\n region = \"us-west-2\"\n model_id = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\n [jira]\n url = \"https://example.atlassian.net\"\n username = \"bot@example.com\"\n # api_token is injected via RUTH_JIRA_API_TOKEN env var\n project = \"ITSM\"\n issue_type = \"Task\"\n poll_interval = \"30s\"\n approved_status = \"Approved\"\n rejected_status = \"Rejected\"\n\n [risk]\n ticket_threshold = 25\n custx_pattern = 'CUSTX-\\d+'\n off_hours_start = 18\n off_hours_end = 8\n timezone = \"America/New_York\"\n\n [reputation]\n persist_path = \"/var/lib/ruth/reputation.json\"\n starting_score = 100\n floor_score = 0\n ceiling_score = 100\n penalty_missing_custx = 10\n penalty_thin_description = 5\n\n [telemetry]\n enabled = true\n endpoint = \"otel-collector:4317\"\n insecure = true\n service_name = \"ruth\"\n export_period = \"15s\"\n shutdown_grace = \"2s\"\n\n [log]\n level = \"info\"\n\n---\n# tbot.yaml — configure Machine ID to join via the Kubernetes method and\n# write a renewed identity file to the shared emptyDir volume.\n# Match the teleport image tag to your Teleport cluster version.\napiVersion: v1\nkind: ConfigMap\nmetadata:\n name: tbot-config\n namespace: ruth\ndata:\n tbot.yaml: |\n version: v2\n proxy_server: proxy.example.com:443\n\n join_params:\n method: kubernetes\n token_name: ruth-bot # name of the ProvisionToken created above\n\n # tbot's own renewal state does not need to survive pod restarts because\n # the Kubernetes join method re-authenticates from scratch each time.\n storage:\n destination:\n type: memory\n\n outputs:\n - type: identity\n destination:\n type: directory\n path: /var/lib/teleport-bot\n\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: ruth\n namespace: ruth\nspec:\n # RUTH is stateful (pending map in memory) — keep to a single replica.\n replicas: 1\n selector:\n matchLabels:\n app: ruth\n template:\n metadata:\n labels:\n app: ruth\n spec:\n serviceAccountName: ruth\n\n volumes:\n - name: ruth-config\n configMap:\n name: ruth-config\n - name: tbot-config\n configMap:\n name: tbot-config\n # Shared between tbot (writer) and ruth (reader). tbot writes\n # /var/lib/teleport-bot/identity; ruth reads the same path.\n - name: teleport-identity\n emptyDir: {}\n # Reputation store needs a writable directory that survives container\n # restarts within the pod's lifetime. For persistence across pod\n # restarts, replace this with a PVC.\n - name: ruth-data\n emptyDir: {}\n\n # Wait for tbot to write the initial identity file before RUTH starts.\n # Without this, RUTH exits immediately because LoadIdentityFile fails\n # on a missing file.\n initContainers:\n - name: wait-for-identity\n image: busybox:latest\n command:\n - sh\n - -c\n - until [ -f /var/lib/teleport-bot/identity ]; do sleep 1; done\n volumeMounts:\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n\n containers:\n - name: ruth\n # Replace with your actual image.\n image: your-registry.example.com/ruth:latest\n args: [\"--config\", \"/etc/ruth/ruth.toml\"]\n env:\n - name: RUTH_JIRA_API_TOKEN\n valueFrom:\n secretKeyRef:\n name: ruth-secrets\n key: RUTH_JIRA_API_TOKEN\n volumeMounts:\n - name: ruth-config\n mountPath: /etc/ruth\n readOnly: true\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n readOnly: true\n - name: ruth-data\n mountPath: /var/lib/ruth\n resources:\n requests:\n cpu: 50m\n memory: 64Mi\n limits:\n memory: 128Mi\n\n - name: tbot\n # Pin to the same major version as your Teleport cluster.\n image: public.ecr.aws/gravitational/teleport:<version>\n command: [\"tbot\", \"start\", \"-c\", \"/etc/tbot/tbot.yaml\"]\n volumeMounts:\n - name: tbot-config\n mountPath: /etc/tbot\n readOnly: true\n - name: teleport-identity\n mountPath: /var/lib/teleport-bot\n resources:\n requests:\n cpu: 25m\n memory: 32Mi\n limits:\n memory: 64Mi\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"3ead64ad-ea71-4450-ab6b-993eff6b167d","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"fbb3080e-a167-495a-ba39-2c67aa549028","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01WEa9bp8X75vLLBtZNvpZ2w","type":"message","role":"assistant","content":[{"type":"text","text":"Written to `deploy/deployment.yaml`. A few things worth calling out:\n\n**The init container** (`wait-for-identity`) is load-bearing — `client.LoadIdentityFile` at `app.go:38` will fail with a missing-file error if RUTH starts before tbot has completed its first join. The init container busy-waits on the shared `emptyDir` until the file exists.\n\n**The `emptyDir` for reputation** means `reputation.json` survives container restarts within the pod's lifetime but not pod replacement. If you need it durable, swap it for a PVC. The atomic fsync+rename path in `reputation/` will work fine with either.\n\n**tbot image tag**: pin it to the same major version as your Teleport cluster. Mixing versions is a common source of protocol errors.\n\n**Three Teleport-side prerequisites** before `kubectl apply` will work (all in the comments at the top of the file):\n1. Create the `ruth-plugin` role\n2. `tctl bots add ruth --roles=ruth-plugin`\n3. `tctl tokens add ... --join-method=kubernetes` — the token name that comes out of this goes into `tbot.yaml`'s `token_name` field"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2146,"cache_read_input_tokens":55623,"output_tokens":288,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2146,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":288,"cache_read_input_tokens":55623,"cache_creation_input_tokens":2146,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2146},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoVoXrd346xzeY3BxTxB","type":"assistant","uuid":"10cb0828-18b1-4979-bb6f-32015481d005","timestamp":"2026-05-07T16:08:17.264Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"b61ff47b-d698-4fff-bb8a-f177799812c0","isSidechain":false,"type":"system","subtype":"away_summary","content":"Setting up RUTH as a Kubernetes deployment using tbot as a sidecar for Teleport authentication. A base manifest was written to deploy/deployment.yaml. Next: create the Teleport-side prerequisites (role, bot, provision token) then fill in the placeholder values. (disable recaps in /config)","timestamp":"2026-05-07T16:11:20.903Z","uuid":"cff50051-1c48-466b-abcc-8eb22d167056","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"e82110ab-ae1d-4b17-96d1-78322de8c2f9","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01FPKMz9dq5u1v8QiGGQV6C6","type":"message","role":"assistant","content":[{"type":"text","text":"Let me look at the module and some existing terragrunt examples to understand the patterns before writing anything."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":822,"cache_read_input_tokens":57769,"output_tokens":546,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":822,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":3,"output_tokens":546,"cache_read_input_tokens":57769,"cache_creation_input_tokens":822,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":822},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoX3VxHCu6Q3XAimx19u","type":"assistant","uuid":"8f4d5898-5f33-42be-a3f2-3a1f646efc81","timestamp":"2026-05-07T16:24:29.379Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"8f4d5898-5f33-42be-a3f2-3a1f646efc81","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01FPKMz9dq5u1v8QiGGQV6C6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Todj78nFRSFHRfq2nTi1bw","name":"Agent","input":{"description":"Explore terraform module and terragrunt examples","subagent_type":"Explore","prompt":"I need to understand two things so I can write a new Terragrunt configuration:\n\n1. Read the Terraform module at /Users/steve.briggs/projects/operations/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount — specifically variables.tf and main.tf (and outputs.tf if present). I need to know every input variable, its type, description, and whether it has a default.\n\n2. Look at 2-3 existing Terragrunt configurations in /Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/ — specifically look inside eks-platform-mgmt-use1-1 and one or two other modules (e.g. teleport-db-bot-service-account or teleport-controller) to understand the terragrunt.hcl pattern used (source, inputs, locals, includes, etc.).\n\nAlso check if there is a root terragrunt.hcl or common.hcl in /Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/ or its parent directories.\n\nReport back:\n- All variables from the module (name, type, description, default)\n- The terragrunt.hcl pattern (how source is referenced, what includes are used, what locals are pulled in, any common patterns for kubernetes/IAM service account modules specifically)\n- Any region.hcl or account.hcl patterns for locals"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":822,"cache_read_input_tokens":57769,"output_tokens":546,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":822,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":3,"output_tokens":546,"cache_read_input_tokens":57769,"cache_creation_input_tokens":822,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":822},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoX3VxHCu6Q3XAimx19u","type":"assistant","uuid":"5b0a876e-a33b-4691-9512-2a91c7707ab5","timestamp":"2026-05-07T16:24:37.105Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"5b0a876e-a33b-4691-9512-2a91c7707ab5","isSidechain":false,"promptId":"1f6f6a7c-a875-4551-a5a0-bc4c0cd598e1","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Todj78nFRSFHRfq2nTi1bw","type":"tool_result","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me compile a comprehensive report for you.\n\n---\n\n## Terraform Module Variables: kubernetes-iam-serviceaccount\n\nHere are all the input variables for the module at `/Users/steve.briggs/projects/operations/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount`:\n\n### REQUIRED VARIABLES\n\n1. **role_name**\n - Type: `string`\n - Description: \"Name of the role and the IAM policy\"\n - Default: None (required)\n\n2. **assume_role_entities**\n - Type: `list(object({...}))`\n - Description: \"A list of objects defining what kubernetes service accounts can assume this role\"\n - Default: None (required)\n - Object structure:\n - `namespace` (string, required)\n - `service_account_name` (string, required)\n - `identity_provider_issuer` (string, required)\n - `identity_provider_arn` (string, required)\n - `test` (optional string, defaults to \"StringEquals\")\n\n### OPTIONAL VARIABLES\n\n3. **policy_statements**\n - Type: `list(object({...}))`\n - Description: \"List of statements with actions and resources to create the IAM policy\"\n - Default: `[]`\n - Object structure:\n - `sid` (optional string, default: null)\n - `actions` (optional list(string), default: null)\n - `not_actions` (optional list(string), default: null)\n - `resources` (optional list(string), default: null)\n - `not_resources` (optional list(string), default: null)\n - `principals` (optional list of objects with `identifiers` (list(string)) and `type` (string), default: [])\n - `not_principals` (optional list of objects with `identifiers` (list(string)) and `type` (string), default: [])\n - `effect` (optional string, default: \"Allow\")\n - `conditions` (optional list of objects with `test` (default: \"StringEquals\"), `variable` (string), `values` (list(string)), default: [])\n\n4. **policy_path**\n - Type: `string`\n - Description: \"Path to keep the IAM policy in AWS\"\n - Default: `\"/eks/\"`\n\n5. **tags**\n - Type: `map(any)`\n - Description: \"Map of key-value pairs to tag created resources with.\"\n - Default: `{}`\n\n### MODULE OUTPUTS\n\n- `iam_role_arn`: The ARN of the created role\n- `iam_role_name`: The name of the created role\n- `iam_policy_arn`: The ARN of the created policy (null if no policy_statements)\n- `iam_policy_name`: The name of the created policy (null if no policy_statements)\n\n---\n\n## Terragrunt Configuration Patterns\n\n### Key Pattern Overview\n\nThe Terragrunt configurations in this codebase follow a consistent pattern with three file hierarchy levels:\n\n1. **Root level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/terragrunt.hcl`)\n - Generates AWS and Vault provider blocks\n - Generates remote S3 backend configuration\n - Loads common, account, and region variables\n\n2. **Account level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/account.hcl`)\n - Sets `account_name`, `domain_name`, `env`, `vault_addr`, `state_bucket`\n\n3. **Region level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/region.hcl`)\n - Sets `aws_region`, `aws_region_shortname`, `global_segment`\n\n4. **Module level** (individual terragrunt.hcl files in each module directory)\n\n### Standard Module Structure\n\n**teleport-db-bot-service-account/terragrunt.hcl** (Simple Kubernetes IAM Service Account pattern):\n\n```hcl\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\ninclude {\n path = find_in_parent_folders()\n}\n\nlocals {\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n \n # Current directory name for tagging\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# Module dependencies\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\ninputs = {\n role_name = \"teleport-db-bot\"\n\n assume_role_entities = [\n {\n namespace = \"tbot-database-proxy\"\n service_account_name = \"teleport-db-bot\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n \n tags = local.tags\n}\n```\n\n### Key Patterns for Kubernetes/IAM Service Account Modules\n\n1. **Source References**:\n - Internal modules: `git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0`\n - Terraform Registry: `tfr://crow.infrastructure.immuta.io/iac/compute-eks-mgmt-cluster/aws?version=${local.cluster_module}`\n - Library modules: `git@gitlab.infrastructure.immuta.io:infrastructure/terraform/iac-library/aws/application-infrastructure/teleport-controller.git?ref=v3.2.1`\n\n2. **Standard Locals**:\n - Always load: `common_vars`, `account_vars`, `region_vars`\n - Extract: `aws_region`, `aws_region_shortname`, `accounts`, `env`\n - Build tags: Merge `local.common_vars.locals.global_tags` with tfpath-based tags\n - Current directory: `current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())`\n\n3. **Dependencies Pattern**:\n - Reference EKS cluster for OIDC issuer URL and ARN\n - Path pattern: `config_path = \"../eks-platform-mgmt-use1-1\"`\n - Access outputs: `dependency.cluster.outputs.cluster_oidc_issuer_url`\n\n4. **Inputs Pattern**:\n - `role_name`: Descriptive service account role name (e.g., \"teleport-db-bot\")\n - `assume_role_entities`: Array with namespace, service_account_name, identity_provider info from cluster dependency\n - `tags`: Always include computed tags\n - Optional: `policy_statements` if specific IAM permissions needed\n\n5. **Generate Blocks** (for cross-account provider access):\n - Used when accessing resources in the platform_management account\n - Generates `domain-account-provider.tf` with aliased provider\n - Uses `local.accounts[\"platform_management\"][\"profile\"]` and `local.aws_region`\n\n### Global Locals (from common.hcl)\n\nLocated at `/Users/steve.briggs/projects/customer-platform-infrastructure/common.hcl`:\n\n- `global_tags`: Applied to all resources (CostCenter: \"Platform\", ManagedBy: \"customer-platform-infrastructure\")\n- `default_region`, `default_region_shortname`\n- `accounts`: Map of all AWS accounts with id and profile\n- `cidr_blocks`: Network CIDR blocks by environment\n- `cloud_account_domain_names`, `cloud_portal_domain_names`, `internal_domain_names`\n- `cluster_issuers_acme_servers`, `api_fqdns`, `app_fqdns`, `wildcard_fqdns`, `privatelink_fqdns`\n- Many region-specific and networking configurations\n\n---\n\n## Quick Summary for Your New Configuration\n\nWhen writing a new kubernetes-iam-serviceaccount Terragrunt config, use this template:\n\n```hcl\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\ninclude {\n path = find_in_parent_folders()\n}\n\nlocals {\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n accounts = local.common_vars.locals.accounts\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\ninputs = {\n role_name = \"YOUR_ROLE_NAME\"\n \n assume_role_entities = [\n {\n namespace = \"YOUR_NAMESPACE\"\n service_account_name = \"YOUR_SA_NAME\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n \n policy_statements = [\n # Add specific IAM policy statements if needed\n ]\n \n tags = local.tags\n}\n```\n\nThe key differentiator is that `assume_role_entities` is always required and must pull the OIDC provider info from the cluster dependency."}]}]},"uuid":"8852fff2-d3f7-4cb2-a4c5-3e23c07631c1","timestamp":"2026-05-07T16:26:36.462Z","toolUseResult":{"status":"completed","prompt":"I need to understand two things so I can write a new Terragrunt configuration:\n\n1. Read the Terraform module at /Users/steve.briggs/projects/operations/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount — specifically variables.tf and main.tf (and outputs.tf if present). I need to know every input variable, its type, description, and whether it has a default.\n\n2. Look at 2-3 existing Terragrunt configurations in /Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/ — specifically look inside eks-platform-mgmt-use1-1 and one or two other modules (e.g. teleport-db-bot-service-account or teleport-controller) to understand the terragrunt.hcl pattern used (source, inputs, locals, includes, etc.).\n\nAlso check if there is a root terragrunt.hcl or common.hcl in /Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/ or its parent directories.\n\nReport back:\n- All variables from the module (name, type, description, default)\n- The terragrunt.hcl pattern (how source is referenced, what includes are used, what locals are pulled in, any common patterns for kubernetes/IAM service account modules specifically)\n- Any region.hcl or account.hcl patterns for locals","agentId":"a66ac9689f410b9c0","agentType":"Explore","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me compile a comprehensive report for you.\n\n---\n\n## Terraform Module Variables: kubernetes-iam-serviceaccount\n\nHere are all the input variables for the module at `/Users/steve.briggs/projects/operations/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount`:\n\n### REQUIRED VARIABLES\n\n1. **role_name**\n - Type: `string`\n - Description: \"Name of the role and the IAM policy\"\n - Default: None (required)\n\n2. **assume_role_entities**\n - Type: `list(object({...}))`\n - Description: \"A list of objects defining what kubernetes service accounts can assume this role\"\n - Default: None (required)\n - Object structure:\n - `namespace` (string, required)\n - `service_account_name` (string, required)\n - `identity_provider_issuer` (string, required)\n - `identity_provider_arn` (string, required)\n - `test` (optional string, defaults to \"StringEquals\")\n\n### OPTIONAL VARIABLES\n\n3. **policy_statements**\n - Type: `list(object({...}))`\n - Description: \"List of statements with actions and resources to create the IAM policy\"\n - Default: `[]`\n - Object structure:\n - `sid` (optional string, default: null)\n - `actions` (optional list(string), default: null)\n - `not_actions` (optional list(string), default: null)\n - `resources` (optional list(string), default: null)\n - `not_resources` (optional list(string), default: null)\n - `principals` (optional list of objects with `identifiers` (list(string)) and `type` (string), default: [])\n - `not_principals` (optional list of objects with `identifiers` (list(string)) and `type` (string), default: [])\n - `effect` (optional string, default: \"Allow\")\n - `conditions` (optional list of objects with `test` (default: \"StringEquals\"), `variable` (string), `values` (list(string)), default: [])\n\n4. **policy_path**\n - Type: `string`\n - Description: \"Path to keep the IAM policy in AWS\"\n - Default: `\"/eks/\"`\n\n5. **tags**\n - Type: `map(any)`\n - Description: \"Map of key-value pairs to tag created resources with.\"\n - Default: `{}`\n\n### MODULE OUTPUTS\n\n- `iam_role_arn`: The ARN of the created role\n- `iam_role_name`: The name of the created role\n- `iam_policy_arn`: The ARN of the created policy (null if no policy_statements)\n- `iam_policy_name`: The name of the created policy (null if no policy_statements)\n\n---\n\n## Terragrunt Configuration Patterns\n\n### Key Pattern Overview\n\nThe Terragrunt configurations in this codebase follow a consistent pattern with three file hierarchy levels:\n\n1. **Root level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/terragrunt.hcl`)\n - Generates AWS and Vault provider blocks\n - Generates remote S3 backend configuration\n - Loads common, account, and region variables\n\n2. **Account level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/account.hcl`)\n - Sets `account_name`, `domain_name`, `env`, `vault_addr`, `state_bucket`\n\n3. **Region level** (`/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/region.hcl`)\n - Sets `aws_region`, `aws_region_shortname`, `global_segment`\n\n4. **Module level** (individual terragrunt.hcl files in each module directory)\n\n### Standard Module Structure\n\n**teleport-db-bot-service-account/terragrunt.hcl** (Simple Kubernetes IAM Service Account pattern):\n\n```hcl\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\ninclude {\n path = find_in_parent_folders()\n}\n\nlocals {\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n \n # Current directory name for tagging\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# Module dependencies\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\ninputs = {\n role_name = \"teleport-db-bot\"\n\n assume_role_entities = [\n {\n namespace = \"tbot-database-proxy\"\n service_account_name = \"teleport-db-bot\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n \n tags = local.tags\n}\n```\n\n### Key Patterns for Kubernetes/IAM Service Account Modules\n\n1. **Source References**:\n - Internal modules: `git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0`\n - Terraform Registry: `tfr://crow.infrastructure.immuta.io/iac/compute-eks-mgmt-cluster/aws?version=${local.cluster_module}`\n - Library modules: `git@gitlab.infrastructure.immuta.io:infrastructure/terraform/iac-library/aws/application-infrastructure/teleport-controller.git?ref=v3.2.1`\n\n2. **Standard Locals**:\n - Always load: `common_vars`, `account_vars`, `region_vars`\n - Extract: `aws_region`, `aws_region_shortname`, `accounts`, `env`\n - Build tags: Merge `local.common_vars.locals.global_tags` with tfpath-based tags\n - Current directory: `current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())`\n\n3. **Dependencies Pattern**:\n - Reference EKS cluster for OIDC issuer URL and ARN\n - Path pattern: `config_path = \"../eks-platform-mgmt-use1-1\"`\n - Access outputs: `dependency.cluster.outputs.cluster_oidc_issuer_url`\n\n4. **Inputs Pattern**:\n - `role_name`: Descriptive service account role name (e.g., \"teleport-db-bot\")\n - `assume_role_entities`: Array with namespace, service_account_name, identity_provider info from cluster dependency\n - `tags`: Always include computed tags\n - Optional: `policy_statements` if specific IAM permissions needed\n\n5. **Generate Blocks** (for cross-account provider access):\n - Used when accessing resources in the platform_management account\n - Generates `domain-account-provider.tf` with aliased provider\n - Uses `local.accounts[\"platform_management\"][\"profile\"]` and `local.aws_region`\n\n### Global Locals (from common.hcl)\n\nLocated at `/Users/steve.briggs/projects/customer-platform-infrastructure/common.hcl`:\n\n- `global_tags`: Applied to all resources (CostCenter: \"Platform\", ManagedBy: \"customer-platform-infrastructure\")\n- `default_region`, `default_region_shortname`\n- `accounts`: Map of all AWS accounts with id and profile\n- `cidr_blocks`: Network CIDR blocks by environment\n- `cloud_account_domain_names`, `cloud_portal_domain_names`, `internal_domain_names`\n- `cluster_issuers_acme_servers`, `api_fqdns`, `app_fqdns`, `wildcard_fqdns`, `privatelink_fqdns`\n- Many region-specific and networking configurations\n\n---\n\n## Quick Summary for Your New Configuration\n\nWhen writing a new kubernetes-iam-serviceaccount Terragrunt config, use this template:\n\n```hcl\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\ninclude {\n path = find_in_parent_folders()\n}\n\nlocals {\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n accounts = local.common_vars.locals.accounts\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\ninputs = {\n role_name = \"YOUR_ROLE_NAME\"\n \n assume_role_entities = [\n {\n namespace = \"YOUR_NAMESPACE\"\n service_account_name = \"YOUR_SA_NAME\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n \n policy_statements = [\n # Add specific IAM policy statements if needed\n ]\n \n tags = local.tags\n}\n```\n\nThe key differentiator is that `assume_role_entities` is always required and must pull the OIDC provider info from the cluster dependency."}],"totalDurationMs":119076,"totalTokens":50637,"totalToolUseCount":15,"usage":{"input_tokens":214,"cache_creation_input_tokens":11478,"cache_read_input_tokens":36230,"output_tokens":2715,"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":11478},"inference_geo":"","iterations":[{"input_tokens":214,"output_tokens":2715,"cache_read_input_tokens":36230,"cache_creation_input_tokens":11478,"cache_creation":{"ephemeral_5m_input_tokens":11478,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":10,"searchCount":0,"bashCount":5,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"5b0a876e-a33b-4691-9512-2a91c7707ab5","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"4a159c0f-3964-4843-a9a3-a2204e9362e7","isSidechain":false,"promptId":"1f6f6a7c-a875-4551-a5a0-bc4c0cd598e1","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017fQjHar53UBFZU11QXfoRi","type":"tool_result","content":"# ---------------------------------------------------------------------------------------------------------------------\n# TERRAGRUNT CONFIGURATION\n# ---------------------------------------------------------------------------------------------------------------------\n\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\n# Include all settings from the root terragrunt.hcl file\ninclude {\n path = find_in_parent_folders()\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# Locals are named constants that are reusable within the configuration.\n# ---------------------------------------------------------------------------------------------------------------------\nlocals {\n # Automatically load common variables shared across all accounts\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n\n # Automatically load account-level variables\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n\n # Automatically load region-level variables\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n # Extract the region and environment for easy access\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n default_region = local.common_vars.locals.default_region\n env = local.account_vars.locals.env\n\n # A local for more convenient access to the accounts map.\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n account_domain_name = local.account_vars.locals.domain_name\n\n cidr_blocks = local.common_vars.locals.cidr_blocks\n cloud_account_domain_names = local.common_vars.locals.cloud_account_domain_names \n cloud_portal_domain_names = local.common_vars.locals.cloud_portal_domain_names\n\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE DEPENDENCIES\n# ---------------------------------------------------------------------------------------------------------------------\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE PARAMETERS\n# These are the variables we have to pass in to use the module specified in the terragrunt configuration above\n# ---------------------------------------------------------------------------------------------------------------------\ninputs = {\n role_name = \"teleport-db-bot\"\n\n assume_role_entities = [\n {\n namespace = \"tbot-database-proxy\"\n service_account_name = \"teleport-db-bot\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n}","is_error":false}]},"uuid":"d5318028-36a5-487c-a335-4b20dd560ffa","timestamp":"2026-05-07T16:27:08.290Z","toolUseResult":{"stdout":"# ---------------------------------------------------------------------------------------------------------------------\n# TERRAGRUNT CONFIGURATION\n# ---------------------------------------------------------------------------------------------------------------------\n\nterraform {\n source = \"git@gitlab.infrastructure.immuta.io:infrastructure/terraform/internal-modules/aws/security/kubernetes-iam-serviceaccount.git?ref=v5.0.0\"\n}\n\n# Include all settings from the root terragrunt.hcl file\ninclude {\n path = find_in_parent_folders()\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# Locals are named constants that are reusable within the configuration.\n# ---------------------------------------------------------------------------------------------------------------------\nlocals {\n # Automatically load common variables shared across all accounts\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n\n # Automatically load account-level variables\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n\n # Automatically load region-level variables\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n # Extract the region and environment for easy access\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n default_region = local.common_vars.locals.default_region\n env = local.account_vars.locals.env\n\n # A local for more convenient access to the accounts map.\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n account_domain_name = local.account_vars.locals.domain_name\n\n cidr_blocks = local.common_vars.locals.cidr_blocks\n cloud_account_domain_names = local.common_vars.locals.cloud_account_domain_names \n cloud_portal_domain_names = local.common_vars.locals.cloud_portal_domain_names\n\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE DEPENDENCIES\n# ---------------------------------------------------------------------------------------------------------------------\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE PARAMETERS\n# These are the variables we have to pass in to use the module specified in the terragrunt configuration above\n# ---------------------------------------------------------------------------------------------------------------------\ninputs = {\n role_name = \"teleport-db-bot\"\n\n assume_role_entities = [\n {\n namespace = \"tbot-database-proxy\"\n service_account_name = \"teleport-db-bot\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"4a159c0f-3964-4843-a9a3-a2204e9362e7","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"62654cf1-b519-4d4b-ba4c-e08a8daa6f74","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01K1JoH6dpk67UB9Xnp9SYE8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01K5Vh7fwxzf1ju4KK2RsSgA","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/ruth-service-account/terragrunt.hcl","content":"# ---------------------------------------------------------------------------------------------------------------------\n# TERRAGRUNT CONFIGURATION\n# ---------------------------------------------------------------------------------------------------------------------\n\nterraform {\n source = \"tfr://crow.infrastructure.immuta.io/internal/security-kubernetes-iam-serviceaccount/aws?version=7.0.0\"\n}\n\n# Include all settings from the root terragrunt.hcl file\ninclude {\n path = find_in_parent_folders()\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# Locals are named constants that are reusable within the configuration.\n# ---------------------------------------------------------------------------------------------------------------------\nlocals {\n # Automatically load common variables shared across all accounts\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n\n # Automatically load account-level variables\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n\n # Automatically load region-level variables\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n # Extract the region and environment for easy access\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n env = local.account_vars.locals.env\n\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE DEPENDENCIES\n# ---------------------------------------------------------------------------------------------------------------------\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE PARAMETERS\n# These are the variables we have to pass in to use the module specified in the terragrunt configuration above\n# ---------------------------------------------------------------------------------------------------------------------\ninputs = {\n role_name = \"ruth-plugin\"\n\n assume_role_entities = [\n {\n namespace = \"ruth\"\n service_account_name = \"ruth\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n\n policy_statements = [\n {\n sid = \"BedrockInvokeNemotron\"\n actions = [\n \"bedrock:InvokeModel\",\n \"bedrock:InvokeModelWithResponseStream\",\n ]\n # Verify the model ID in the Bedrock console — it must match what is set\n # in ruth.toml [ai.bedrock] model_id. The cross-region inference prefix\n # (us.) may be needed if RUTH is configured to use an inference profile\n # rather than calling the foundation model directly.\n resources = [\n \"arn:aws:bedrock:${local.aws_region}::foundation-model/nvidia.nemotron-nano-2-4b-instruct-v1:0\",\n ]\n }\n ]\n\n tags = local.tags\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1754,"cache_read_input_tokens":66846,"output_tokens":913,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1754,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":913,"cache_read_input_tokens":66846,"cache_creation_input_tokens":1754,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1754},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoXHh9cziUdFNPSo9M7B","type":"assistant","uuid":"86ed439b-f022-487b-bc2f-d221cbae9717","timestamp":"2026-05-07T16:27:49.626Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"86ed439b-f022-487b-bc2f-d221cbae9717","isSidechain":false,"promptId":"1f6f6a7c-a875-4551-a5a0-bc4c0cd598e1","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01K5Vh7fwxzf1ju4KK2RsSgA","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/ruth-service-account/terragrunt.hcl (file state is current in your context — no need to Read it back)"}]},"uuid":"659d4a85-9775-435b-9a02-93b9e7b616e7","timestamp":"2026-05-07T16:28:09.414Z","toolUseResult":{"type":"create","filePath":"/Users/steve.briggs/projects/customer-platform-infrastructure/platform-management/us-east-1/ruth-service-account/terragrunt.hcl","content":"# ---------------------------------------------------------------------------------------------------------------------\n# TERRAGRUNT CONFIGURATION\n# ---------------------------------------------------------------------------------------------------------------------\n\nterraform {\n source = \"tfr://crow.infrastructure.immuta.io/internal/security-kubernetes-iam-serviceaccount/aws?version=7.0.0\"\n}\n\n# Include all settings from the root terragrunt.hcl file\ninclude {\n path = find_in_parent_folders()\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# Locals are named constants that are reusable within the configuration.\n# ---------------------------------------------------------------------------------------------------------------------\nlocals {\n # Automatically load common variables shared across all accounts\n common_vars = read_terragrunt_config(find_in_parent_folders(\"common.hcl\"))\n\n # Automatically load account-level variables\n account_vars = read_terragrunt_config(find_in_parent_folders(\"account.hcl\"))\n\n # Automatically load region-level variables\n region_vars = read_terragrunt_config(find_in_parent_folders(\"region.hcl\"))\n\n # Extract the region and environment for easy access\n aws_region = local.region_vars.locals.aws_region\n aws_region_shortname = local.region_vars.locals.aws_region_shortname\n env = local.account_vars.locals.env\n\n accounts = local.common_vars.locals.accounts\n account_name = local.account_vars.locals.account_name\n\n current_dir = run_cmd(\"--terragrunt-quiet\", \"basename\", get_terragrunt_dir())\n tags = merge(local.common_vars.locals.global_tags, {\n tfpath = \"/${local.account_vars.locals.domain_name}/${local.aws_region}/${local.current_dir}\"\n })\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE DEPENDENCIES\n# ---------------------------------------------------------------------------------------------------------------------\n\ndependency cluster {\n config_path = \"../eks-platform-mgmt-use1-1\"\n}\n\n# ---------------------------------------------------------------------------------------------------------------------\n# MODULE PARAMETERS\n# These are the variables we have to pass in to use the module specified in the terragrunt configuration above\n# ---------------------------------------------------------------------------------------------------------------------\ninputs = {\n role_name = \"ruth-plugin\"\n\n assume_role_entities = [\n {\n namespace = \"ruth\"\n service_account_name = \"ruth\"\n identity_provider_issuer = dependency.cluster.outputs.cluster_oidc_issuer_url\n identity_provider_arn = dependency.cluster.outputs.cluster_oidc_provider_arn\n }\n ]\n\n policy_statements = [\n {\n sid = \"BedrockInvokeNemotron\"\n actions = [\n \"bedrock:InvokeModel\",\n \"bedrock:InvokeModelWithResponseStream\",\n ]\n # Verify the model ID in the Bedrock console — it must match what is set\n # in ruth.toml [ai.bedrock] model_id. The cross-region inference prefix\n # (us.) may be needed if RUTH is configured to use an inference profile\n # rather than calling the foundation model directly.\n resources = [\n \"arn:aws:bedrock:${local.aws_region}::foundation-model/nvidia.nemotron-nano-2-4b-instruct-v1:0\",\n ]\n }\n ]\n\n tags = local.tags\n}\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"86ed439b-f022-487b-bc2f-d221cbae9717","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"type":"last-prompt","lastPrompt":"Ruth will live in the eks-platform-mgmt-use1-1 cluster. I need to setup a terraform (terragrunt) module to create a service account for RUTH that gives it the appropriate bedrock access (I want to use…","leafUuid":"a7da158c-fb67-47f3-b72c-16566afaf5fe","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
{"type":"ai-title","aiTitle":"Set up RUTH plugin Teleport authentication in Kubernetes","sessionId":"d464e82e-8660-441d-a7ae-32f917712780"}
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{"parentUuid":"a7da158c-fb67-47f3-b72c-16566afaf5fe","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_017XqcdzUvvcYX1qnSjcdNkS","type":"message","role":"assistant","content":[{"type":"text","text":"Written to `platform-management/us-east-1/ruth-service-account/terragrunt.hcl`.\n\nA few things to confirm before running this:\n\n**Model ID** — I used `nvidia.nemotron-nano-2-4b-instruct-v1:0` but you should verify it in the Bedrock console or with `aws bedrock list-foundation-models --region us-east-1 | grep -i nemotron`. If RUTH is configured to call a cross-region inference profile (the `us.` prefix in the model ID, like the claude model in `ruth.toml.example`), you'll also need to add the inference profile ARN as a second resource:\n```hcl\n\"arn:aws:bedrock:${local.aws_region}:*:inference-profile/us.nvidia.nemotron-nano-2-4b-instruct-v1:0\",\n```\n\n**ServiceAccount annotation** — once this runs, the IAM role ARN from `outputs.iam_role_arn` needs to be annotated onto the Kubernetes ServiceAccount. Add this to the `deploy/deployment.yaml` ServiceAccount:\n```yaml\nannotations:\n eks.amazonaws.com/role-arn: <iam_role_arn>\n```\n\n**`ruth.toml` model_id** — you'll want to update `deploy/deployment.yaml`'s ConfigMap to use the Nemotron model ID instead of the Claude one in the example."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":984,"cache_read_input_tokens":68600,"output_tokens":349,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":984,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":349,"cache_read_input_tokens":68600,"cache_creation_input_tokens":984,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":984},"type":"message"}],"speed":"standard"}},"requestId":"req_011CaoXL1u3fQuxxYnT6p8i3","type":"assistant","uuid":"68b62393-e116-4198-9ebb-a2daed7fb7c7","timestamp":"2026-05-07T16:28:16.952Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"88f4f4c1-2ed0-4561-8712-f6fed8860116","isSidechain":false,"type":"system","subtype":"away_summary","content":"Setting up RUTH's Kubernetes deployment with tbot sidecar for Teleport auth and IRSA for Bedrock access. Next: verify the Nemotron model ID and add the IAM role ARN annotation to the ServiceAccount in deploy/deployment.yaml. (disable recaps in /config)","timestamp":"2026-05-07T16:31:20.685Z","uuid":"77e29ee9-7884-4282-9768-ba0c9e87f3a3","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"SRE-2804-eks-cluster-module"}
{"parentUuid":"77e29ee9-7884-4282-9768-ba0c9e87f3a3","isSidechain":false,"promptId":"3d146957-74f8-4893-9b84-ae5d6c527656","type":"user","message":{"role":"user","content":"<command-message>obsidian-save</command-message>\n<command-name>/obsidian-save</command-name>"},"uuid":"5ddcbc0e-cbcf-4534-9cc4-26b051d30baf","timestamp":"2026-05-07T21:11:44.328Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
{"parentUuid":"5ddcbc0e-cbcf-4534-9cc4-26b051d30baf","isSidechain":false,"promptId":"3d146957-74f8-4893-9b84-ae5d6c527656","type":"user","message":{"role":"user","content":[{"type":"text","text":"Save current conversation context to an Obsidian note under the `Claude/` directory.\n\n## What to save\n\nCapture all of the following that are relevant to the current conversation:\n\n- **Conversation summary**: What the user is trying to accomplish and why\n- **Project context**: Relevant architecture, design decisions, or constraints discovered\n- **Task state**: What has been completed, what is in progress, what is blocked or pending\n- **Key decisions**: Any choices made and the reasoning behind them\n- **Open questions**: Unresolved questions or things to revisit\n- **Next steps**: Concrete actions that should follow from this session\n\n## File location\n\nDerive the project name from the current working directory (use the repo or app folder name). Save to:\n\n```\nClaude/<project-name>/<YYYY-MM-DD>-<short-slug>.md\n```\n\nUse today's date and a short 2-4 word slug describing the session topic (e.g. `2026-04-29-ruth-plugin-setup.md`).\n\nIf `` is provided, use it as the slug instead of generating one.\n\n## Note format\n\nUse this structure:\n\n```markdown\n---\ndate: <YYYY-MM-DD>\nproject: <project-name>\ntags: [claude-context]\n---\n\n# <Session Title>\n\n## Summary\n<1-3 sentence overview of what this session was about>\n\n## Context\n<Relevant project background, architecture notes, constraints>\n\n## Decisions\n<Decisions made and rationale>\n\n## Task State\n<What was completed, in progress, or blocked>\n\n## Open Questions\n<Anything unresolved>\n\n## Next Steps\n<Concrete follow-up actions>\n```\n\n## Steps\n\n1. Determine the project name from the working directory.\n2. Determine today's date.\n3. Draft the note content based on the current conversation.\n4. Use `mcp__obsidian__create_vault_file` to write the note to the vault.\n5. Confirm to the user where the note was saved.\n"}]},"isMeta":true,"uuid":"ab73e6ce-f60d-41e0-b17c-5b085654a2a5","timestamp":"2026-05-07T21:11:44.328Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"d464e82e-8660-441d-a7ae-32f917712780","version":"2.1.132","gitBranch":"master"}
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{"parentUuid":"465b3428-d86d-4e1f-93c4-c927deff17bd","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01LamD7XvTkfK2MH3ee6byoY","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01M8eL4Y8ahvH6B8ykuZBubf","name":"mcp__obsidian__create_vault_file","input":{"filename":"Claude/ruth/2026-05-07-ruth-k8s-deployment.md","content":"---\ndate: 2026-05-07\nproject: ruth\ntags: [claude-context]\n---\n\n# RUTH Kubernetes Deployment Setup\n\n## Summary\nSession focused on preparing RUTH (Teleport access-request plugin) for deployment to the `eks-platform-mgmt-use1-1` cluster. Covered Teleport authentication options, produced a base Kubernetes deployment manifest with a tbot sidecar, and created a Terragrunt module for the IRSA service account with Bedrock permissions.\n\n## Context\n- RUTH is a Go-based Teleport access-request plugin that scores requests via deterministic rules + AI (Bedrock), auto-approves low-risk ones, and files Jira ITSM tickets for the rest.\n- Deployed to `eks-platform-mgmt-use1-1` (us-east-1, platform-management account), likely in its own `ruth` namespace.\n- Teleport cluster is also on Kubernetes. RUTH needs a Teleport identity file to authenticate as a bot.\n- RUTH uses `client.LoadIdentityFile(cfg.Teleport.IdentityFile)` (`app.go:38`) — needs a file path to a valid identity.\n- AI provider: switching to NVIDIA Nemotron Nano 2 (Bedrock) instead of the Claude model in the example config.\n- Bedrock calls use `bedrockruntime:Converse` API → IAM action `bedrock:InvokeModel`.\n\n## Decisions\n\n### Teleport auth: tbot sidecar (Machine ID)\n- Chose tbot sidecar over static identity file Secret or separate tbot Deployment.\n- tbot joins via Kubernetes join method (verifies pod service account JWT against Teleport's OIDC config — no static bootstrap secret needed).\n- tbot writes `/var/lib/teleport-bot/identity` to a shared `emptyDir`; RUTH reads the same path.\n- An initContainer (`wait-for-identity`) busy-waits on the file before RUTH starts, preventing `LoadIdentityFile` from failing on a missing file at startup.\n\n### Reputation persistence\n- Used `emptyDir` for `/var/lib/ruth` (reputation.json) for now. Noted this doesn't survive pod replacement — swap for a PVC if durability is needed.\n\n### Terragrunt source\n- Used TFR registry format as specified: `tfr://crow.infrastructure.immuta.io/internal/security-kubernetes-iam-serviceaccount/aws?version=7.0.0`\n- Module version `7.0.0` confirmed from VERSION file in the local module copy.\n\n## Task State\n\n### Completed\n- `apps/ruth/deploy/deployment.yaml` — base Kubernetes manifest with:\n - `Namespace`, `ServiceAccount`, `Secret` (Jira token), `ConfigMap` (ruth.toml), `ConfigMap` (tbot.yaml), `Deployment`\n - tbot sidecar + shared `emptyDir` volume\n - initContainer waiting for identity file\n - RUTH config pointing `identity_file` at `/var/lib/teleport-bot/identity`\n- `platform-management/us-east-1/ruth-service-account/terragrunt.hcl` — IRSA module with:\n - `assume_role_entities` bound to namespace `ruth`, service account `ruth`, OIDC from cluster dependency\n - `policy_statements` granting `bedrock:InvokeModel` + `bedrock:InvokeModelWithResponseStream` on the Nemotron model ARN\n\n### Pending / Not started\n- Kubernetes overlay (user will create this on top of the base manifest)\n- Teleport-side prerequisites (Bot, ProvisionToken) — commands are in the deployment.yaml comment header\n- Terragrunt apply for `ruth-service-account`\n- Add `eks.amazonaws.com/role-arn` annotation to the ServiceAccount after terraform apply\n- Update `model_id` in the ruth.toml ConfigMap to the Nemotron model ID\n\n## Open Questions\n\n1. **Nemotron Nano 2 model ID** — placeholder used: `nvidia.nemotron-nano-2-4b-instruct-v1:0`. Must be verified with:\n ```sh\n aws bedrock list-foundation-models --region us-east-1 | grep -i nemotron\n ```\n2. **Cross-region inference profile** — if RUTH is configured with a `us.` prefixed model ID (inference profile rather than direct foundation model), the Bedrock policy resource needs a second ARN:\n ```hcl\n \"arn:aws:bedrock:${local.aws_region}:*:inference-profile/us.nvidia.nemotron-nano-2-4b-instruct-v1:0\"\n ```\n3. **tbot ProvisionToken name** — placeholder `ruth-bot` used in `tbot.yaml`; must match the token name produced by `tctl tokens add`.\n4. **Reputation durability** — decide whether `emptyDir` is acceptable or a PVC is needed for `reputation.json`.\n\n## Next Steps\n1. Verify Nemotron Nano 2 model ID in Bedrock console; update `tbot.yaml` ConfigMap and terragrunt policy resource accordingly.\n2. Run `tctl` commands from the `deploy/deployment.yaml` comment header to create the Teleport Bot and ProvisionToken.\n3. 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