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{"parentUuid":"f844eb88-8107-4bbc-b193-7f59c69f0242","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018F7YcCt8fr9UXxf4CXicdD","type":"tool_result","content":"1\t# Receives OTLP from televibe and prints metrics to stdout.\n2\t# Replace the debug exporter with datadog/otlphttp/whatever in staging.\n3\treceivers:\n4\t otlp:\n5\t protocols:\n6\t grpc:\n7\t endpoint: 0.0.0.0:4317\n8\t\n9\texporters:\n10\t debug:\n11\t verbosity: detailed\n12\t\n13\tservice:\n14\t pipelines:\n15\t metrics:\n16\t receivers: [otlp]\n17\t exporters: [debug]\n18\t"}]},"uuid":"6db81f9f-9b54-4710-b623-e6c9ee6e1d5e","timestamp":"2026-04-28T18:34:22.252Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/local/otel-collector.yaml","content":"# Receives OTLP from televibe and prints metrics to stdout.\n# Replace the debug exporter with datadog/otlphttp/whatever in staging.\nreceivers:\n otlp:\n protocols:\n grpc:\n endpoint: 0.0.0.0:4317\n\nexporters:\n debug:\n verbosity: detailed\n\nservice:\n pipelines:\n metrics:\n receivers: [otlp]\n exporters: [debug]\n","numLines":18,"startLine":1,"totalLines":18}},"sourceToolAssistantUUID":"f844eb88-8107-4bbc-b193-7f59c69f0242","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"6db81f9f-9b54-4710-b623-e6c9ee6e1d5e","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_014a3BEzFoApvBTaMdnAtLM1","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01P6PL2QbMudGNeFBqV5ARa8","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":595,"cache_read_input_tokens":27376,"output_tokens":95,"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":595},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":95,"cache_read_input_tokens":27376,"cache_creation_input_tokens":595,"cache_creation":{"ephemeral_5m_input_tokens":595,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWefzUH6VyP8edjfTToN","type":"assistant","uuid":"844609a8-c30a-417d-b1ba-15143c50a54d","timestamp":"2026-04-28T18:34:24.300Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"844609a8-c30a-417d-b1ba-15143c50a54d","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01P6PL2QbMudGNeFBqV5ARa8","type":"tool_result","content":"1\t# Roles + users bootstrapped into the local test cluster.\n2\t#\n3\t# televibe — plugin account (watches + reviews access requests)\n4\t# charles — human-ish test requester\n5\t# privileged — the role charles escalates to (for shaming purposes)\n6\t\n7\tkind: role\n8\tversion: v7\n9\tmetadata:\n10\t name: televibe-plugin\n11\tspec:\n12\t allow:\n13\t review_requests:\n14\t roles:\n15\t - requester\n16\t - televibe-plugin\n17\t - privileged\n18\t rules:\n19\t - resources: [access_request]\n20\t verbs: [list, read, update]\n21\t - resources: [access_review]\n22\t verbs: [create, list, read]\n23\t - resources: [access_plugin_data]\n24\t verbs: [update]\n25\t---\n26\tkind: user\n27\tversion: v2\n28\tmetadata:\n29\t name: televibe\n30\tspec:\n31\t roles: \n32\t - televibe-plugin\n33\t---\n34\tkind: role\n35\tversion: v7\n36\tmetadata:\n37\t name: privileged\n38\tspec:\n39\t allow:\n40\t logins: [root]\n41\t---\n42\tkind: role\n43\tversion: v7\n44\tmetadata:\n45\t name: requester\n46\tspec:\n47\t allow:\n48\t request:\n49\t roles: \n50\t - privileged\n51\t---\n52\tkind: user\n53\tversion: v2\n54\tmetadata:\n55\t name: charles\n56\tspec:\n57\t roles: [requester]\n58\t"}]},"uuid":"0110bbd3-f593-4401-a952-655bfea0555e","timestamp":"2026-04-28T18:34:24.308Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml","content":"# Roles + users bootstrapped into the local test cluster.\n#\n# televibe — plugin account (watches + reviews access requests)\n# charles — human-ish test requester\n# privileged — the role charles escalates to (for shaming purposes)\n\nkind: role\nversion: v7\nmetadata:\n name: televibe-plugin\nspec:\n allow:\n review_requests:\n roles:\n - requester\n - televibe-plugin\n - privileged\n rules:\n - resources: [access_request]\n verbs: [list, read, update]\n - resources: [access_review]\n verbs: [create, list, read]\n - resources: [access_plugin_data]\n verbs: [update]\n---\nkind: user\nversion: v2\nmetadata:\n name: televibe\nspec:\n roles: \n - televibe-plugin\n---\nkind: role\nversion: v7\nmetadata:\n name: privileged\nspec:\n allow:\n logins: [root]\n---\nkind: role\nversion: v7\nmetadata:\n name: requester\nspec:\n allow:\n request:\n roles: \n - privileged\n---\nkind: user\nversion: v2\nmetadata:\n name: charles\nspec:\n roles: [requester]\n","numLines":58,"startLine":1,"totalLines":58}},"sourceToolAssistantUUID":"844609a8-c30a-417d-b1ba-15143c50a54d","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"0db3e043-258f-4140-97da-3104410520f1","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014kEh8J5vgDRdwvzh9jhMsZ","type":"tool_result","content":"1\t#!/usr/bin/env bash\n2\t# Brings the local stack up and mints identity files for the plugin + the\n3\t# test requester. Idempotent — re-run whenever identities expire (24h).\n4\tset -euo pipefail\n5\t\n6\tcd \"$(dirname \"$0\")\"\n7\t\n8\tCOMPOSE=\"${COMPOSE:-docker compose}\"\n9\tmkdir -p identity\n10\t\n11\techo \">> bringing stack up\"\n12\t$COMPOSE up -d teleport otel-collector\n13\t\n14\techo \">> waiting for teleport to become ready\"\n15\tfor i in $(seq 1 60); do\n16\t if $COMPOSE exec -T teleport tctl status >/dev/null 2>&1; then\n17\t echo \">> teleport ready\"\n18\t break\n19\t fi\n20\t sleep 1\n21\t if [[ $i -eq 60 ]]; then\n22\t echo \"!! teleport did not become ready in 60s\" >&2\n23\t $COMPOSE logs teleport | tail -40\n24\t exit 1\n25\t fi\n26\tdone\n27\t\n28\techo \">> applying roles + users\"\n29\t$COMPOSE exec -T teleport tctl create -f /etc/teleport/resources.yaml\n30\t\n31\techo \">> issuing identity files\"\n32\t$COMPOSE exec -T teleport tctl auth sign \\\n33\t --user=televibe --format=file --ttl=24h --out=/identity/televibe.pem --overwrite\n34\t$COMPOSE exec -T teleport tctl auth sign \\\n35\t --user=charles --format=file --ttl=24h --out=/identity/charles.pem --overwrite\n36\t\n37\t# tctl writes as root inside the container; make sure the host user can read.\n38\tchmod 644 identity/*.pem || true\n39\t\n40\techo\n41\techo \"all set. identity files:\"\n42\tls -1 identity/\n43\techo\n44\techo \"next steps:\"\n45\techo \" # 1. tail metrics\"\n46\techo \" docker compose -f local/docker-compose.yml logs -f otel-collector\"\n47\techo \" # 2. start televibe from the repo root:\"\n48\techo \" go run ./cmd/televibe --config local/televibe.toml\"\n49\techo \" # 3. fire a bad request (no CUSTX, thin reason):\"\n50\techo \" go run ./cmd/submit --reason 'plz'\"\n51\techo \" # 4. fire a clean one:\"\n52\techo \" go run ./cmd/submit --reason 'CUSTX-1234 debug prod-api p95 spike, repro attached in ticket'\"\n53\t"}]},"uuid":"dbc371b8-8303-4e99-bbd4-3d37b3be20ad","timestamp":"2026-04-28T18:34:26.134Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh","content":"#!/usr/bin/env bash\n# Brings the local stack up and mints identity files for the plugin + the\n# test requester. Idempotent — re-run whenever identities expire (24h).\nset -euo pipefail\n\ncd \"$(dirname \"$0\")\"\n\nCOMPOSE=\"${COMPOSE:-docker compose}\"\nmkdir -p identity\n\necho \">> bringing stack up\"\n$COMPOSE up -d teleport otel-collector\n\necho \">> waiting for teleport to become ready\"\nfor i in $(seq 1 60); do\n if $COMPOSE exec -T teleport tctl status >/dev/null 2>&1; then\n echo \">> teleport ready\"\n break\n fi\n sleep 1\n if [[ $i -eq 60 ]]; then\n echo \"!! teleport did not become ready in 60s\" >&2\n $COMPOSE logs teleport | tail -40\n exit 1\n fi\ndone\n\necho \">> applying roles + users\"\n$COMPOSE exec -T teleport tctl create -f /etc/teleport/resources.yaml\n\necho \">> issuing identity files\"\n$COMPOSE exec -T teleport tctl auth sign \\\n --user=televibe --format=file --ttl=24h --out=/identity/televibe.pem --overwrite\n$COMPOSE exec -T teleport tctl auth sign \\\n --user=charles --format=file --ttl=24h --out=/identity/charles.pem --overwrite\n\n# tctl writes as root inside the container; make sure the host user can read.\nchmod 644 identity/*.pem || true\n\necho\necho \"all set. identity files:\"\nls -1 identity/\necho\necho \"next steps:\"\necho \" # 1. tail metrics\"\necho \" docker compose -f local/docker-compose.yml logs -f otel-collector\"\necho \" # 2. start televibe from the repo root:\"\necho \" go run ./cmd/televibe --config local/televibe.toml\"\necho \" # 3. fire a bad request (no CUSTX, thin reason):\"\necho \" go run ./cmd/submit --reason 'plz'\"\necho \" # 4. fire a clean one:\"\necho \" go run ./cmd/submit --reason 'CUSTX-1234 debug prod-api p95 spike, repro attached in ticket'\"\n","numLines":53,"startLine":1,"totalLines":53}},"sourceToolAssistantUUID":"0db3e043-258f-4140-97da-3104410520f1","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"Please update the scripts and deploys in @local/ to reference ruth instead of televibe","leafUuid":"dbc371b8-8303-4e99-bbd4-3d37b3be20ad","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
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{"parentUuid":"5ee91a2b-aa9d-4b6e-8fbe-8870e6f66a11","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SNhfPVKSp18QA9SHmvJcyz","type":"tool_result","content":"1\t# Local test harness for televibe.\n2\t#\n3\t# - teleport: single-node auth+proxy cluster, self-signed TLS.\n4\t# - otel-collector: receives OTLP/gRPC on :4317 and prints metrics to stdout\n5\t# so you can watch reputation flow past in the logs.\n6\t#\n7\t# AI scoring is handled in-process by the \"random\" provider (local/televibe.toml),\n8\t# which fabricates assessments for testing and needs no external service.\n9\t#\n10\t# televibe itself runs on the host (go run ./cmd/televibe) so you can iterate\n11\t# without rebuilding a container on every change.\n12\t\n13\tservices:\n14\t teleport:\n15\t image: public.ecr.aws/gravitational/teleport-ent-distroless:17\n16\t container_name: televibe-teleport\n17\t # Override the baked-in ENTRYPOINT (which includes `start`) so we can\n18\t # pass args cleanly without double-subcommands.\n19\t entrypoint: [\"/usr/local/bin/teleport\"]\n20\t command: [\"start\", \"-c\", \"/etc/teleport/teleport.yaml\", \"--insecure\"]\n21\t ports:\n22\t - \"3080:3080\" # proxy web / tls-routed gRPC\n23\t - \"3025:3025\" # auth server (handy for debugging with tctl from host)\n24\t volumes:\n25\t - ./teleport.yaml:/etc/teleport/teleport.yaml:ro\n26\t - ./resources.yaml:/etc/teleport/resources.yaml:ro\n27\t - ./identity:/identity\n28\t - ./teleport-license.pem:/var/lib/teleport/license.pem:ro\n29\t - teleport-data:/var/lib/teleport\n30\t\n31\t otel-collector:\n32\t image: otel/opentelemetry-collector-contrib:0.109.0\n33\t container_name: televibe-otel\n34\t command: [\"--config=/etc/otel/config.yaml\"]\n35\t ports:\n36\t - \"4317:4317\" # OTLP/gRPC\n37\t volumes:\n38\t - ./otel-collector.yaml:/etc/otel/config.yaml:ro\n39\t\n40\tvolumes:\n41\t teleport-data:\n42\t"}]},"uuid":"f33d580b-4d13-4f72-bb86-134f80d167d4","timestamp":"2026-04-28T18:34:27.924Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml","content":"# Local test harness for televibe.\n#\n# - teleport: single-node auth+proxy cluster, self-signed TLS.\n# - otel-collector: receives OTLP/gRPC on :4317 and prints metrics to stdout\n# so you can watch reputation flow past in the logs.\n#\n# AI scoring is handled in-process by the \"random\" provider (local/televibe.toml),\n# which fabricates assessments for testing and needs no external service.\n#\n# televibe itself runs on the host (go run ./cmd/televibe) so you can iterate\n# without rebuilding a container on every change.\n\nservices:\n teleport:\n image: public.ecr.aws/gravitational/teleport-ent-distroless:17\n container_name: televibe-teleport\n # Override the baked-in ENTRYPOINT (which includes `start`) so we can\n # pass args cleanly without double-subcommands.\n entrypoint: [\"/usr/local/bin/teleport\"]\n command: [\"start\", \"-c\", \"/etc/teleport/teleport.yaml\", \"--insecure\"]\n ports:\n - \"3080:3080\" # proxy web / tls-routed gRPC\n - \"3025:3025\" # auth server (handy for debugging with tctl from host)\n volumes:\n - ./teleport.yaml:/etc/teleport/teleport.yaml:ro\n - ./resources.yaml:/etc/teleport/resources.yaml:ro\n - ./identity:/identity\n - ./teleport-license.pem:/var/lib/teleport/license.pem:ro\n - teleport-data:/var/lib/teleport\n\n otel-collector:\n image: otel/opentelemetry-collector-contrib:0.109.0\n container_name: televibe-otel\n command: [\"--config=/etc/otel/config.yaml\"]\n ports:\n - \"4317:4317\" # OTLP/gRPC\n volumes:\n - ./otel-collector.yaml:/etc/otel/config.yaml:ro\n\nvolumes:\n teleport-data:\n","numLines":42,"startLine":1,"totalLines":42}},"sourceToolAssistantUUID":"5ee91a2b-aa9d-4b6e-8fbe-8870e6f66a11","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"9e729d67-43b2-4289-8a86-606d2a28f1e5","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Rbkz4bo5KVP3cNv23TEwEV","type":"tool_result","content":"/Users/steve.briggs/projects/operations/apps/ruth/local/otel-collector.yaml:1:# Receives OTLP from televibe and prints metrics to stdout.\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:33: --user=televibe --format=file --ttl=24h --out=/identity/televibe.pem --overwrite\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:47:echo \" # 2. start televibe from the repo root:\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:48:echo \" go run ./cmd/televibe --config local/televibe.toml\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:3:# televibe — plugin account (watches + reviews access requests)\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:10: name: televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:16: - televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:29: name: televibe\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:32: - televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:1:# Local test harness for televibe.\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:7:# AI scoring is handled in-process by the \"random\" provider (local/televibe.toml),\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:10:# televibe itself runs on the host (go run ./cmd/televibe) so you can iterate\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:16: container_name: televibe-teleport\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:33: container_name: televibe-otel\n/Users/steve.briggs/projects/operations/apps/ruth/.idea/workspace.xml:40: \"git-widget-placeholder\": \"televibe-no-cap-fr-fr\",\n/Users/steve.briggs/projects/operations/apps/ruth/.idea/modules.xml:5: ","is_error":false}]},"uuid":"0057b816-d213-4882-a0b1-aa427edc78dd","timestamp":"2026-04-28T18:34:33.919Z","toolUseResult":{"stdout":"/Users/steve.briggs/projects/operations/apps/ruth/local/otel-collector.yaml:1:# Receives OTLP from televibe and prints metrics to stdout.\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:33: --user=televibe --format=file --ttl=24h --out=/identity/televibe.pem --overwrite\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:47:echo \" # 2. start televibe from the repo root:\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:48:echo \" go run ./cmd/televibe --config local/televibe.toml\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:3:# televibe — plugin account (watches + reviews access requests)\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:10: name: televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:16: - televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:29: name: televibe\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:32: - televibe-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:1:# Local test harness for televibe.\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:7:# AI scoring is handled in-process by the \"random\" provider (local/televibe.toml),\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:10:# televibe itself runs on the host (go run ./cmd/televibe) so you can iterate\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:16: container_name: televibe-teleport\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:33: container_name: televibe-otel\n/Users/steve.briggs/projects/operations/apps/ruth/.idea/workspace.xml:40: \"git-widget-placeholder\": \"televibe-no-cap-fr-fr\",\n/Users/steve.briggs/projects/operations/apps/ruth/.idea/modules.xml:5: ","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"9e729d67-43b2-4289-8a86-606d2a28f1e5","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"87baf3ef-4771-4c2d-a43a-8c5f1d943c3a","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01MbXYd1EXigTrzqAhodQvLL","type":"message","role":"assistant","content":[{"type":"text","text":"Verifying the rename is clean."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":244,"cache_read_input_tokens":34497,"output_tokens":205,"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":244},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":205,"cache_read_input_tokens":34497,"cache_creation_input_tokens":244,"cache_creation":{"ephemeral_5m_input_tokens":244,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWemuwLeDgxcJdgECcZ8","type":"assistant","uuid":"b7772456-a8a1-4987-bfe7-f1594c80c611","timestamp":"2026-04-28T18:35:44.852Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"b7772456-a8a1-4987-bfe7-f1594c80c611","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01MbXYd1EXigTrzqAhodQvLL","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RuzuBvAN1xCPuVAYSVGyPK","name":"Bash","input":{"command":"grep -rn -i \"televibe\" /Users/steve.briggs/projects/operations/apps/ruth/local/ 2>&1; echo \"---\"; grep -rn \"ruth\" /Users/steve.briggs/projects/operations/apps/ruth/local/ 2>&1 | head -30","description":"Verify televibe gone, ruth present"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":244,"cache_read_input_tokens":34497,"output_tokens":205,"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":244},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":205,"cache_read_input_tokens":34497,"cache_creation_input_tokens":244,"cache_creation":{"ephemeral_5m_input_tokens":244,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWemuwLeDgxcJdgECcZ8","type":"assistant","uuid":"b604d3eb-a166-4c6d-9d33-4db6b56f2fa5","timestamp":"2026-04-28T18:35:46.009Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"b604d3eb-a166-4c6d-9d33-4db6b56f2fa5","isSidechain":false,"promptId":"2d3aa0dc-b4a9-4015-a9fb-de0a00e33703","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RuzuBvAN1xCPuVAYSVGyPK","type":"tool_result","content":"---\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:3:# ruth — plugin account (watches + reviews access requests)\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:10: name: ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:16: - ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:29: name: ruth\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:32: - ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:33: --user=ruth --format=file --ttl=24h --out=/identity/ruth.pem --overwrite\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:47:echo \" # 2. start ruth from the repo root:\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:48:echo \" go run ./cmd/ruth --config local/ruth.toml\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/otel-collector.yaml:1:# Receives OTLP from ruth and prints metrics to stdout.\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:3:A docker-compose stack for exercising ruth end-to-end without real\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:12:| AI scoring | inproc | `random` provider in `local/ruth.toml` fabricates assessments |\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:13:| ruth | host | `go run ./cmd/ruth --config local/ruth.toml` |\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:17:`local/ruth.toml`, so nothing ever hits Jira. Reputation scoring runs\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:23:# from apps/ruth\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:29:the `ruth` plugin user and the `charles` test requester. Identities\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:40:# 2. run ruth against the local cluster\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:41:go run ./cmd/ruth --config local/ruth.toml\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:50:- **ruth logs** — a `reputation docked` line for the \"plz\" request\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:53:- **otel-collector logs** — every 5 seconds, a `ruth.user.reputation`\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:73: in `local/ruth.toml` and that the gauge callback has users to\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:1:# Local test harness for ruth.\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:7:# AI scoring is handled in-process by the \"random\" provider (local/ruth.toml),\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:10:# ruth itself runs on the host (go run ./cmd/ruth) so you can iterate\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:16: container_name: ruth-teleport\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:33: container_name: ruth-otel\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:1:# Local dev config for ruth. Points at the docker-compose stack in ./local/.\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:7:identity_file = \"./local/identity/ruth.pem\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:46:service_name = \"ruth-local\"","is_error":false}]},"uuid":"1003b001-25f3-41ce-b82a-4e06aefa2c46","timestamp":"2026-04-28T18:35:46.589Z","toolUseResult":{"stdout":"---\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:3:# ruth — plugin account (watches + reviews access requests)\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:10: name: ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:16: - ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:29: name: ruth\n/Users/steve.briggs/projects/operations/apps/ruth/local/resources.yaml:32: - ruth-plugin\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:33: --user=ruth --format=file --ttl=24h --out=/identity/ruth.pem --overwrite\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:47:echo \" # 2. start ruth from the repo root:\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/bootstrap.sh:48:echo \" go run ./cmd/ruth --config local/ruth.toml\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/otel-collector.yaml:1:# Receives OTLP from ruth and prints metrics to stdout.\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:3:A docker-compose stack for exercising ruth end-to-end without real\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:12:| AI scoring | inproc | `random` provider in `local/ruth.toml` fabricates assessments |\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:13:| ruth | host | `go run ./cmd/ruth --config local/ruth.toml` |\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:17:`local/ruth.toml`, so nothing ever hits Jira. Reputation scoring runs\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:23:# from apps/ruth\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:29:the `ruth` plugin user and the `charles` test requester. Identities\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:40:# 2. run ruth against the local cluster\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:41:go run ./cmd/ruth --config local/ruth.toml\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:50:- **ruth logs** — a `reputation docked` line for the \"plz\" request\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:53:- **otel-collector logs** — every 5 seconds, a `ruth.user.reputation`\n/Users/steve.briggs/projects/operations/apps/ruth/local/README.md:73: in `local/ruth.toml` and that the gauge callback has users to\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:1:# Local test harness for ruth.\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:7:# AI scoring is handled in-process by the \"random\" provider (local/ruth.toml),\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:10:# ruth itself runs on the host (go run ./cmd/ruth) so you can iterate\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:16: container_name: ruth-teleport\n/Users/steve.briggs/projects/operations/apps/ruth/local/docker-compose.yml:33: container_name: ruth-otel\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:1:# Local dev config for ruth. Points at the docker-compose stack in ./local/.\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:7:identity_file = \"./local/identity/ruth.pem\"\n/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml:46:service_name = \"ruth-local\"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"b604d3eb-a166-4c6d-9d33-4db6b56f2fa5","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"Please update the scripts and deploys in @local/ to reference ruth instead of televibe","leafUuid":"1003b001-25f3-41ce-b82a-4e06aefa2c46","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
{"type":"permission-mode","permissionMode":"default","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
{"parentUuid":"1003b001-25f3-41ce-b82a-4e06aefa2c46","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_019V9APiyjYLmJDM4JQYxHAR","type":"message","role":"assistant","content":[{"type":"text","text":"All clean, Sir Charles of St Cheese. No `televibe` strings remain in `local/`.\n\nUpdated:\n- `local/otel-collector.yaml:1` — comment header\n- `local/resources.yaml` — role `televibe-plugin` → `ruth-plugin`, user `televibe` → `ruth`, comment\n- `local/bootstrap.sh:33,47-48` — `tctl auth sign` user/output and the printed \"next steps\" hints\n- `local/docker-compose.yml` — header comments and `container_name`s (`ruth-teleport`, `ruth-otel`)\n\nThe identity file path `./local/identity/ruth.pem` already matches what `local/ruth.toml:7` expects, so the bootstrap output and the config now agree. Re-run `bootstrap.sh` to mint a fresh `ruth.pem` next time identities expire — the old `televibe.pem` will just sit there ignored if you don't sweep `local/identity/`."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1794,"cache_read_input_tokens":34741,"output_tokens":324,"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":1794},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":324,"cache_read_input_tokens":34741,"cache_creation_input_tokens":1794,"cache_creation":{"ephemeral_5m_input_tokens":1794,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWenCymn7StmvmLDxU5P","type":"assistant","uuid":"d895b54c-a675-407a-aba0-da0e59b9d140","timestamp":"2026-04-28T18:35:53.227Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"d895b54c-a675-407a-aba0-da0e59b9d140","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":68670,"messageCount":46,"timestamp":"2026-04-28T18:35:53.270Z","uuid":"5a4bfbf1-6b74-42f4-b26b-0c95ca3047e5","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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\u001b[38;5;6m\u001b[1m.\u001b[0m","is_error":false}]},"uuid":"809d1956-80fe-44f9-bd11-7fac2a7754ae","timestamp":"2026-04-28T18:49:40.584Z","toolUseResult":{"stdout":"/Users/steve.briggs/projects/operations/apps/ruth/ai/:\n.\u001b[38;5;10mr\u001b[39m\u001b[38;5;11mw\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;10mr\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;10mr\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;14m\u001b[39m \u001b[38;5;13msteve.briggs\u001b[39m \u001b[38;5;14mstaff\u001b[39m \u001b[38;5;10m1.8\u001b[39m \u001b[38;5;10mKB\u001b[39m \u001b[38;5;8mWed Apr 22 16:44:47 2026\u001b[39m anthropic.go\n.\u001b[38;5;10mr\u001b[39m\u001b[38;5;11mw\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;10mr\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;10mr\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;8m-\u001b[39m\u001b[38;5;14m\u001b[39m \u001b[38;5;13msteve.briggs\u001b[39m \u001b[38;5;14mstaff\u001b[39m 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{"parentUuid":"ade26c55-88e2-4535-8761-ce6573930971","isSidechain":false,"promptId":"7b57129c-7c7e-4f22-824f-e837c5bd1ddf","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019xVMQTkyr7YnnhtJ2gM53E","type":"tool_result","content":"1\tpackage ai\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"encoding/json\"\n6\t\t\"fmt\"\n7\t\n8\t\t\"github.com/aws/aws-sdk-go-v2/aws\"\n9\t\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n10\t\t\"github.com/aws/aws-sdk-go-v2/credentials/stscreds\"\n11\t\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"\n12\t\t\"github.com/aws/aws-sdk-go-v2/service/sts\"\n13\t)\n14\t\n15\ttype BedrockConfig struct {\n16\t\tRegion string `toml:\"region\"`\n17\t\tModelID string `toml:\"model_id\"`\n18\t\n19\t\t// Profile, when set, selects a named profile from the shared AWS config\n20\t\t// and credentials files instead of the default chain. Handy for local\n21\t\t// dev; leave empty in prod so IRSA / Pod Identity take over.\n22\t\tProfile string `toml:\"profile\"`\n23\t\n24\t\t// RoleARN, when set, wraps the resolved base credentials with an\n25\t\t// AssumeRole call. Use for cross-account setups where IRSA grants a\n26\t\t// role in one account and Bedrock lives in another. Base credentials\n27\t\t// (from IRSA, profile, env, etc.) must be allowed to sts:AssumeRole it.\n28\t\tRoleARN string `toml:\"role_arn\"`\n29\t\tRoleSessionName string `toml:\"role_session_name\"`\n30\t\tExternalID string `toml:\"external_id\"`\n31\t}\n32\t\n33\ttype Bedrock struct {\n34\t\tcfg BedrockConfig\n35\t\tclient *bedrockruntime.Client\n36\t}\n37\t\n38\tfunc NewBedrock(cfg BedrockConfig) (*Bedrock, error) {\n39\t\tif cfg.ModelID == \"\" {\n40\t\t\tcfg.ModelID = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n41\t\t}\n42\t\n43\t\topts := []func(*awsconfig.LoadOptions) error{awsconfig.WithRegion(cfg.Region)}\n44\t\tif cfg.Profile != \"\" {\n45\t\t\topts = append(opts, awsconfig.WithSharedConfigProfile(cfg.Profile))\n46\t\t}\n47\t\n48\t\tawsCfg, err := awsconfig.LoadDefaultConfig(context.Background(), opts...)\n49\t\tif err != nil {\n50\t\t\treturn nil, fmt.Errorf(\"aws config: %w\", err)\n51\t\t}\n52\t\n53\t\tif cfg.RoleARN != \"\" {\n54\t\t\tprovider := stscreds.NewAssumeRoleProvider(sts.NewFromConfig(awsCfg), cfg.RoleARN, func(o *stscreds.AssumeRoleOptions) {\n55\t\t\t\tif cfg.RoleSessionName != \"\" {\n56\t\t\t\t\to.RoleSessionName = cfg.RoleSessionName\n57\t\t\t\t}\n58\t\t\t\tif cfg.ExternalID != \"\" {\n59\t\t\t\t\to.ExternalID = aws.String(cfg.ExternalID)\n60\t\t\t\t}\n61\t\t\t})\n62\t\t\tawsCfg.Credentials = aws.NewCredentialsCache(provider)\n63\t\t}\n64\t\n65\t\treturn &Bedrock{cfg: cfg, client: bedrockruntime.NewFromConfig(awsCfg)}, nil\n66\t}\n67\t\n68\tfunc (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {\n69\t\tbody, err := json.Marshal(map[string]any{\n70\t\t\t\"anthropic_version\": \"bedrock-2023-05-31\",\n71\t\t\t\"max_tokens\": 1024,\n72\t\t\t\"system\": SystemPrompt,\n73\t\t\t\"messages\": []map[string]any{\n74\t\t\t\t{\"role\": \"user\", \"content\": UserPrompt(req)},\n75\t\t\t},\n76\t\t})\n77\t\tif err != nil {\n78\t\t\treturn nil, err\n79\t\t}\n80\t\tout, err := b.client.InvokeModel(ctx, &bedrockruntime.InvokeModelInput{\n81\t\t\tModelId: aws.String(b.cfg.ModelID),\n82\t\t\tContentType: aws.String(\"application/json\"),\n83\t\t\tAccept: aws.String(\"application/json\"),\n84\t\t\tBody: body,\n85\t\t})\n86\t\tif err != nil {\n87\t\t\treturn nil, fmt.Errorf(\"bedrock invoke: %w\", err)\n88\t\t}\n89\t\tvar parsed struct {\n90\t\t\tContent []struct {\n91\t\t\t\tText string `json:\"text\"`\n92\t\t\t\tType string `json:\"type\"`\n93\t\t\t} `json:\"content\"`\n94\t\t}\n95\t\tif err := json.Unmarshal(out.Body, &parsed); err != nil {\n96\t\t\treturn nil, fmt.Errorf(\"bedrock decode: %w\", err)\n97\t\t}\n98\t\tfor _, c := range parsed.Content {\n99\t\t\tif c.Type == \"text\" {\n100\t\t\t\treturn parseAssessment(c.Text)\n101\t\t\t}\n102\t\t}\n103\t\treturn nil, fmt.Errorf(\"no text content in bedrock response\")\n104\t}\n105\t"}]},"uuid":"66838b67-e5b9-46ef-8dc9-e0093cf4531a","timestamp":"2026-04-28T18:49:42.979Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/ai/bedrock.go","content":"package ai\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\n\t\"github.com/aws/aws-sdk-go-v2/aws\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/aws/aws-sdk-go-v2/credentials/stscreds\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"\n\t\"github.com/aws/aws-sdk-go-v2/service/sts\"\n)\n\ntype BedrockConfig struct {\n\tRegion string `toml:\"region\"`\n\tModelID string `toml:\"model_id\"`\n\n\t// Profile, when set, selects a named profile from the shared AWS config\n\t// and credentials files instead of the default chain. Handy for local\n\t// dev; leave empty in prod so IRSA / Pod Identity take over.\n\tProfile string `toml:\"profile\"`\n\n\t// RoleARN, when set, wraps the resolved base credentials with an\n\t// AssumeRole call. Use for cross-account setups where IRSA grants a\n\t// role in one account and Bedrock lives in another. Base credentials\n\t// (from IRSA, profile, env, etc.) must be allowed to sts:AssumeRole it.\n\tRoleARN string `toml:\"role_arn\"`\n\tRoleSessionName string `toml:\"role_session_name\"`\n\tExternalID string `toml:\"external_id\"`\n}\n\ntype Bedrock struct {\n\tcfg BedrockConfig\n\tclient *bedrockruntime.Client\n}\n\nfunc NewBedrock(cfg BedrockConfig) (*Bedrock, error) {\n\tif cfg.ModelID == \"\" {\n\t\tcfg.ModelID = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\t}\n\n\topts := []func(*awsconfig.LoadOptions) error{awsconfig.WithRegion(cfg.Region)}\n\tif cfg.Profile != \"\" {\n\t\topts = append(opts, awsconfig.WithSharedConfigProfile(cfg.Profile))\n\t}\n\n\tawsCfg, err := awsconfig.LoadDefaultConfig(context.Background(), opts...)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"aws config: %w\", err)\n\t}\n\n\tif cfg.RoleARN != \"\" {\n\t\tprovider := stscreds.NewAssumeRoleProvider(sts.NewFromConfig(awsCfg), cfg.RoleARN, func(o *stscreds.AssumeRoleOptions) {\n\t\t\tif cfg.RoleSessionName != \"\" {\n\t\t\t\to.RoleSessionName = cfg.RoleSessionName\n\t\t\t}\n\t\t\tif cfg.ExternalID != \"\" {\n\t\t\t\to.ExternalID = aws.String(cfg.ExternalID)\n\t\t\t}\n\t\t})\n\t\tawsCfg.Credentials = aws.NewCredentialsCache(provider)\n\t}\n\n\treturn &Bedrock{cfg: cfg, client: bedrockruntime.NewFromConfig(awsCfg)}, nil\n}\n\nfunc (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {\n\tbody, err := json.Marshal(map[string]any{\n\t\t\"anthropic_version\": \"bedrock-2023-05-31\",\n\t\t\"max_tokens\": 1024,\n\t\t\"system\": SystemPrompt,\n\t\t\"messages\": []map[string]any{\n\t\t\t{\"role\": \"user\", \"content\": UserPrompt(req)},\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tout, err := b.client.InvokeModel(ctx, &bedrockruntime.InvokeModelInput{\n\t\tModelId: aws.String(b.cfg.ModelID),\n\t\tContentType: aws.String(\"application/json\"),\n\t\tAccept: aws.String(\"application/json\"),\n\t\tBody: body,\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock invoke: %w\", err)\n\t}\n\tvar parsed struct {\n\t\tContent []struct {\n\t\t\tText string `json:\"text\"`\n\t\t\tType string `json:\"type\"`\n\t\t} `json:\"content\"`\n\t}\n\tif err := json.Unmarshal(out.Body, &parsed); err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock decode: %w\", err)\n\t}\n\tfor _, c := range parsed.Content {\n\t\tif c.Type == \"text\" {\n\t\t\treturn parseAssessment(c.Text)\n\t\t}\n\t}\n\treturn nil, fmt.Errorf(\"no text content in bedrock response\")\n}\n","numLines":105,"startLine":1,"totalLines":105}},"sourceToolAssistantUUID":"ade26c55-88e2-4535-8761-ce6573930971","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"66838b67-e5b9-46ef-8dc9-e0093cf4531a","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01RvukJKSD1L4VXCPrjtUDxK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Teuk4AZJCaoZa46o1c3i31","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1785,"cache_read_input_tokens":43788,"output_tokens":95,"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":1785},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":95,"cache_read_input_tokens":43788,"cache_creation_input_tokens":1785,"cache_creation":{"ephemeral_5m_input_tokens":1785,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWfqryigp3nDVQGt7715","type":"assistant","uuid":"615c2be6-2044-4cd7-ac43-23bf541a3ec0","timestamp":"2026-04-28T18:49:45.794Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"615c2be6-2044-4cd7-ac43-23bf541a3ec0","isSidechain":false,"promptId":"7b57129c-7c7e-4f22-824f-e837c5bd1ddf","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Teuk4AZJCaoZa46o1c3i31","type":"tool_result","content":"1\t# Local dev config for ruth. Points at the docker-compose stack in ./local/.\n2\t\n3\tdry_run = true\n4\t\n5\t[teleport]\n6\taddr = \"localhost:3025\"\n7\tidentity_file = \"./local/identity/ruth.pem\"\n8\t\n9\t[ai]\n10\tprovider = \"random\"\n11\t\n12\t[ai.random]\n13\t# Deterministic so local runs are reproducible. Unset for fresh randomness.\n14\tseed = 1\n15\t\n16\t[jira]\n17\t# Jira is stubbed out for local dev — ticket_threshold below is cranked up\n18\t# so this path is never exercised. Real values only needed in staging/prod.\n19\turl = \"https://immuta.atlassian.net/\"\n20\tusername = \"steve.briggs@immuta.com\"\n21\tapi_token = \"ATATT3xFfGF0IDC_YuX-f6-bLUTvdMrWl7TkKny9gANwOzRCBl-ZblFnBIxXDRo2nnYcf-JGeIXuVBxtUKOfkJIXjKr64qARShXgpVak0vABM7Etv8_SCi9ukm-058ILxoHSJfwrEi0h-oHAn8_RLlipWzE_Nj9mG9Yrrf16qi4cZuO8BlDlGjc=C2DAD6F7\"\n22\tproject = \"TAT\"\n23\tissue_type = \"Submit a request or incident\"\n24\t\n25\t[risk]\n26\t# 101 = \"never file a ticket\" — lets us exercise reputation scoring without\n27\t# needing a real (or mocked) Jira. Flip this back to 25 once you wire jira up.\n28\tticket_threshold = 25\n29\tcustx_pattern = 'CUSTX-\\d+'\n30\toff_hours_start = 18\n31\toff_hours_end = 8\n32\ttimezone = \"America/New_York\"\n33\t\n34\t[reputation]\n35\tpersist_path = \"./local/reputation.json\"\n36\tstarting_score = 100\n37\tfloor_score = 0\n38\tceiling_score = 100\n39\tpenalty_missing_custx = 10\n40\tpenalty_thin_description = 5\n41\t\n42\t[telemetry]\n43\tenabled = true\n44\tendpoint = \"localhost:4317\"\n45\tinsecure = true\n46\tservice_name = \"ruth-local\"\n47\texport_period = 5 # snappier for dev so you don't sit around waiting\n48\t\n49\t[log]\n50\tlevel = \"debug\"\n51\t"}]},"uuid":"0a279d86-9dbc-484a-b781-3b70f83c4553","timestamp":"2026-04-28T18:49:45.805Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/local/ruth.toml","content":"# Local dev config for ruth. Points at the docker-compose stack in ./local/.\n\ndry_run = true\n\n[teleport]\naddr = \"localhost:3025\"\nidentity_file = \"./local/identity/ruth.pem\"\n\n[ai]\nprovider = \"random\"\n\n[ai.random]\n# Deterministic so local runs are reproducible. Unset for fresh randomness.\nseed = 1\n\n[jira]\n# Jira is stubbed out for local dev — ticket_threshold below is cranked up\n# so this path is never exercised. Real values only needed in staging/prod.\nurl = \"https://immuta.atlassian.net/\"\nusername = \"steve.briggs@immuta.com\"\napi_token = \"ATATT3xFfGF0IDC_YuX-f6-bLUTvdMrWl7TkKny9gANwOzRCBl-ZblFnBIxXDRo2nnYcf-JGeIXuVBxtUKOfkJIXjKr64qARShXgpVak0vABM7Etv8_SCi9ukm-058ILxoHSJfwrEi0h-oHAn8_RLlipWzE_Nj9mG9Yrrf16qi4cZuO8BlDlGjc=C2DAD6F7\"\nproject = \"TAT\"\nissue_type = \"Submit a request or incident\"\n\n[risk]\n# 101 = \"never file a ticket\" — lets us exercise reputation scoring without\n# needing a real (or mocked) Jira. Flip this back to 25 once you wire jira up.\nticket_threshold = 25\ncustx_pattern = 'CUSTX-\\d+'\noff_hours_start = 18\noff_hours_end = 8\ntimezone = \"America/New_York\"\n\n[reputation]\npersist_path = \"./local/reputation.json\"\nstarting_score = 100\nfloor_score = 0\nceiling_score = 100\npenalty_missing_custx = 10\npenalty_thin_description = 5\n\n[telemetry]\nenabled = true\nendpoint = \"localhost:4317\"\ninsecure = true\nservice_name = \"ruth-local\"\nexport_period = 5 # snappier for dev so you don't sit around waiting\n\n[log]\nlevel = \"debug\"\n","numLines":51,"startLine":1,"totalLines":51}},"sourceToolAssistantUUID":"615c2be6-2044-4cd7-ac43-23bf541a3ec0","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"0a279d86-9dbc-484a-b781-3b70f83c4553","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_014ZjPbdVhDcDhivxoorFsVs","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":951,"cache_read_input_tokens":45573,"output_tokens":548,"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":951},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":548,"cache_read_input_tokens":45573,"cache_creation_input_tokens":951,"cache_creation":{"ephemeral_5m_input_tokens":951,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWfr5CBrS9p1716ySu6C","type":"assistant","uuid":"89265f6c-7d35-4f9a-b67e-d0f4849d3150","timestamp":"2026-04-28T18:49:55.769Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"93cc797e-50f8-43c4-aefa-650796d9d16d","isSidechain":false,"promptId":"7b57129c-7c7e-4f22-824f-e837c5bd1ddf","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WfyhtW4bJV1kHXXNfLN2dU","type":"tool_result","content":"1\tpackage ai\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"encoding/json\"\n6\t\t\"fmt\"\n7\t\t\"regexp\"\n8\t\t\"strings\"\n9\t)\n10\t\n11\ttype Config struct {\n12\t\tProvider string `toml:\"provider\"`\n13\t\tAnthropic AnthropicConfig `toml:\"anthropic\"`\n14\t\tBedrock BedrockConfig `toml:\"bedrock\"`\n15\t\tRandom RandomConfig `toml:\"random\"`\n16\t}\n17\t\n18\tfunc (c *Config) Validate() error {\n19\t\tswitch c.Provider {\n20\t\tcase \"anthropic\":\n21\t\t\tif c.Anthropic.APIKey == \"\" {\n22\t\t\t\treturn fmt.Errorf(\"anthropic.api_key is required\")\n23\t\t\t}\n24\t\tcase \"bedrock\":\n25\t\t\tif c.Bedrock.Region == \"\" {\n26\t\t\t\treturn fmt.Errorf(\"bedrock.region is required\")\n27\t\t\t}\n28\t\tcase \"random\":\n29\t\t\t// no required fields; testing-only provider.\n30\t\tdefault:\n31\t\t\treturn fmt.Errorf(\"provider must be one of: anthropic, bedrock, random\")\n32\t\t}\n33\t\treturn nil\n34\t}\n35\t\n36\ttype ScoreRequest struct {\n37\t\tUser string `json:\"user\"`\n38\t\tRoles []string `json:\"roles\"`\n39\t\tResources []string `json:\"resources\"`\n40\t\tReason string `json:\"reason\"`\n41\t\tHasCUSTXReference bool `json:\"has_custx_reference\"`\n42\t\tDescriptionLength int `json:\"description_length\"`\n43\t}\n44\t\n45\ttype Assessment struct {\n46\t\tDescriptionQuality int `json:\"description_quality\"`\n47\t\tPrivilegeConcern int `json:\"privilege_concern\"`\n48\t\tAnomalies int `json:\"anomalies\"`\n49\t\tReasoning string `json:\"reasoning\"`\n50\t}\n51\t\n52\ttype Provider interface {\n53\t\tAssess(ctx context.Context, req ScoreRequest) (*Assessment, error)\n54\t}\n55\t\n56\tfunc New(cfg Config) (Provider, error) {\n57\t\tswitch cfg.Provider {\n58\t\tcase \"anthropic\":\n59\t\t\treturn NewAnthropic(cfg.Anthropic), nil\n60\t\tcase \"bedrock\":\n61\t\t\treturn NewBedrock(cfg.Bedrock)\n62\t\tcase \"random\":\n63\t\t\treturn NewRandom(cfg.Random), nil\n64\t\t}\n65\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n66\t}\n67\t\n68\tconst SystemPrompt = `You are a security analyst reviewing a Teleport access request.\n69\tAssess the risk of granting the requested access based on the details provided.\n70\t\n71\tReturn ONLY a JSON object with these exact fields (no prose, no markdown fence):\n72\t{\n73\t \"description_quality\": ,\n74\t \"privilege_concern\": ,\n75\t \"anomalies\": ,\n76\t \"reasoning\": \"<2-3 sentences explaining the scores>\"\n77\t}\n78\t\n79\tScoring guidance:\n80\t- description_quality: does the reason describe WHAT work will be performed and WHY, and does the scope match the work described?\n81\t- privilege_concern: how large is the blast radius of the requested roles and resources? Production prod-*, root, admin, or destructive tooling score higher.\n82\t- anomalies: scope/purpose mismatch, vague intent, requests outside the user's typical pattern, off-hours emergency without justification.`\n83\t\n84\tfunc UserPrompt(req ScoreRequest) string {\n85\t\tvar sb strings.Builder\n86\t\tsb.WriteString(\"Access request details:\\n\\n\")\n87\t\tfmt.Fprintf(&sb, \"User: %s\\n\", req.User)\n88\t\tfmt.Fprintf(&sb, \"Requested roles: %s\\n\", strings.Join(req.Roles, \", \"))\n89\t\tif len(req.Resources) > 0 {\n90\t\t\tfmt.Fprintf(&sb, \"Requested resources: %s\\n\", strings.Join(req.Resources, \", \"))\n91\t\t}\n92\t\tfmt.Fprintf(&sb, \"Contains CUSTX ticket reference: %v\\n\", req.HasCUSTXReference)\n93\t\tfmt.Fprintf(&sb, \"Description length: %d characters\\n\\n\", req.DescriptionLength)\n94\t\tsb.WriteString(\"Request reason (verbatim):\\n\")\n95\t\tsb.WriteString(\"---\\n\")\n96\t\tsb.WriteString(req.Reason)\n97\t\tsb.WriteString(\"\\n---\\n\\nReturn the JSON assessment.\")\n98\t\treturn sb.String()\n99\t}\n100\t\n101\tvar jsonRE = regexp.MustCompile(`(?s)\\{.*\\}`)\n102\t\n103\tfunc parseAssessment(text string) (*Assessment, error) {\n104\t\tm := jsonRE.FindString(text)\n105\t\tif m == \"\" {\n106\t\t\treturn nil, fmt.Errorf(\"no JSON object in model output: %q\", text)\n107\t\t}\n108\t\tvar a Assessment\n109\t\tif err := json.Unmarshal([]byte(m), &a); err != nil {\n110\t\t\treturn nil, fmt.Errorf(\"parse assessment: %w (raw: %q)\", err, m)\n111\t\t}\n112\t\treturn &a, nil\n113\t}\n114\t"}]},"uuid":"2d9d29dd-d328-4ad2-a3bf-8fb728cf1d82","timestamp":"2026-04-28T18:49:56.208Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/ai/provider.go","content":"package ai\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"regexp\"\n\t\"strings\"\n)\n\ntype Config struct {\n\tProvider string `toml:\"provider\"`\n\tAnthropic AnthropicConfig `toml:\"anthropic\"`\n\tBedrock BedrockConfig `toml:\"bedrock\"`\n\tRandom RandomConfig `toml:\"random\"`\n}\n\nfunc (c *Config) Validate() error {\n\tswitch c.Provider {\n\tcase \"anthropic\":\n\t\tif c.Anthropic.APIKey == \"\" {\n\t\t\treturn fmt.Errorf(\"anthropic.api_key is required\")\n\t\t}\n\tcase \"bedrock\":\n\t\tif c.Bedrock.Region == \"\" {\n\t\t\treturn fmt.Errorf(\"bedrock.region is required\")\n\t\t}\n\tcase \"random\":\n\t\t// no required fields; testing-only provider.\n\tdefault:\n\t\treturn fmt.Errorf(\"provider must be one of: anthropic, bedrock, random\")\n\t}\n\treturn nil\n}\n\ntype ScoreRequest struct {\n\tUser string `json:\"user\"`\n\tRoles []string `json:\"roles\"`\n\tResources []string `json:\"resources\"`\n\tReason string `json:\"reason\"`\n\tHasCUSTXReference bool `json:\"has_custx_reference\"`\n\tDescriptionLength int `json:\"description_length\"`\n}\n\ntype Assessment struct {\n\tDescriptionQuality int `json:\"description_quality\"`\n\tPrivilegeConcern int `json:\"privilege_concern\"`\n\tAnomalies int `json:\"anomalies\"`\n\tReasoning string `json:\"reasoning\"`\n}\n\ntype Provider interface {\n\tAssess(ctx context.Context, req ScoreRequest) (*Assessment, error)\n}\n\nfunc New(cfg Config) (Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\treturn NewAnthropic(cfg.Anthropic), nil\n\tcase \"bedrock\":\n\t\treturn NewBedrock(cfg.Bedrock)\n\tcase \"random\":\n\t\treturn NewRandom(cfg.Random), nil\n\t}\n\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n}\n\nconst SystemPrompt = `You are a security analyst reviewing a Teleport access request.\nAssess the risk of granting the requested access based on the details provided.\n\nReturn ONLY a JSON object with these exact fields (no prose, no markdown fence):\n{\n \"description_quality\": ,\n \"privilege_concern\": ,\n \"anomalies\": ,\n \"reasoning\": \"<2-3 sentences explaining the scores>\"\n}\n\nScoring guidance:\n- description_quality: does the reason describe WHAT work will be performed and WHY, and does the scope match the work described?\n- privilege_concern: how large is the blast radius of the requested roles and resources? Production prod-*, root, admin, or destructive tooling score higher.\n- anomalies: scope/purpose mismatch, vague intent, requests outside the user's typical pattern, off-hours emergency without justification.`\n\nfunc UserPrompt(req ScoreRequest) string {\n\tvar sb strings.Builder\n\tsb.WriteString(\"Access request details:\\n\\n\")\n\tfmt.Fprintf(&sb, \"User: %s\\n\", req.User)\n\tfmt.Fprintf(&sb, \"Requested roles: %s\\n\", strings.Join(req.Roles, \", \"))\n\tif len(req.Resources) > 0 {\n\t\tfmt.Fprintf(&sb, \"Requested resources: %s\\n\", strings.Join(req.Resources, \", \"))\n\t}\n\tfmt.Fprintf(&sb, \"Contains CUSTX ticket reference: %v\\n\", req.HasCUSTXReference)\n\tfmt.Fprintf(&sb, \"Description length: %d characters\\n\\n\", req.DescriptionLength)\n\tsb.WriteString(\"Request reason (verbatim):\\n\")\n\tsb.WriteString(\"---\\n\")\n\tsb.WriteString(req.Reason)\n\tsb.WriteString(\"\\n---\\n\\nReturn the JSON assessment.\")\n\treturn sb.String()\n}\n\nvar jsonRE = regexp.MustCompile(`(?s)\\{.*\\}`)\n\nfunc parseAssessment(text string) (*Assessment, error) {\n\tm := jsonRE.FindString(text)\n\tif m == \"\" {\n\t\treturn nil, fmt.Errorf(\"no JSON object in model output: %q\", text)\n\t}\n\tvar a Assessment\n\tif err := json.Unmarshal([]byte(m), &a); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse assessment: %w (raw: %q)\", err, m)\n\t}\n\treturn &a, nil\n}\n","numLines":114,"startLine":1,"totalLines":114}},"sourceToolAssistantUUID":"93cc797e-50f8-43c4-aefa-650796d9d16d","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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vibe-no-cap-fr-fr"}
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{"parentUuid":"2ea5ec66-20c3-4f6a-8df0-3e4d77346521","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_012d9oLzWuPQhX1a9TJnNRZv","type":"message","role":"assistant","content":[{"type":"text","text":"The shape `Assess(ctx, ScoreRequest) → *Assessment` is the same across providers, so swapping the random provider for Bedrock is a config change, not a code change. The only thing that meaningfully differs is whether AWS creds resolve correctly — that's where local Bedrock runs go sideways.\n\n**Recommended path: SSO profile, no long-lived keys.**\n\n1. **Grant model access once.** In the AWS console for the region you'll use, enable \"Anthropic Claude\" under Bedrock → Model access. This is account-level and easy to forget. The default `us.anthropic.claude-sonnet-4-6-v1:0` (`ai/bedrock.go:40`) is a cross-region inference profile and works from any US Bedrock region as long as the underlying models are enabled.\n\n2. **Set up a profile.** `aws configure sso` (or `aws configure` if you must use static keys), then `aws sso login --profile `. Smoke-test it independently of ruth:\n ```\n aws --profile --region us-east-1 sts get-caller-identity\n aws --profile --region us-east-1 bedrock list-foundation-models | head\n ```\n If those fail, ruth will fail too — and the error will be less obvious from inside `bedrock invoke:`.\n\n3. **Edit `local/ruth.toml`:**\n ```toml\n [ai]\n provider = \"bedrock\"\n\n [ai.bedrock]\n region = \"us-east-1\"\n profile = \"\"\n # model_id = \"us.anthropic.claude-sonnet-4-6-v1:0\" # optional, this is the default\n ```\n Leave `dry_run = true` so Jira stays untouched while you're poking the model.\n\n4. **Run the loop and watch both sides.**\n ```\n ./local/bootstrap.sh\n go run ./cmd/ruth --config local/ruth.toml\n go run ./cmd/submit --reason 'plz'\n go run ./cmd/submit --reason 'CUSTX-1234 debug prod-api p95 spike, repro attached'\n ```\n In ruth's logs you want to see the parsed `Assessment` (description_quality / privilege_concern / anomalies / reasoning) — that confirms `parseAssessment` cleanly extracted JSON from Claude's output, which is the most failure-prone part of the integration. If Claude wraps the JSON in prose or a markdown fence, the regex in `ai/provider.go:101` still catches it; if it returns garbage, you'll see `parse assessment:` and that's a prompt-tuning problem, not an AWS one.\n\n5. **What \"good\" looks like:** the thin \"plz\" submission should land high `description_quality` (bad) and rack up reputation penalties; the CUSTX one should land low scores and barely move reputation. The otel-collector logs will print the `ruth.user.reputation` gauge every 5s. That's your end-to-end signal.\n\n**Tradeoff worth knowing:** every `cmd/submit` call is a real InvokeModel charge. Trivial for ad-hoc dev, but don't park a `for` loop on it.\n\nTwo side notes while I'm in here, Sir Charles of St Cheese:\n\n- `local/ruth.toml:21` has what looks an awful lot like a real Jira API token committed to the repo. If that's live, it should be rotated and pulled out into an env var or `.gitignore`d local override — not my circus, but I'd be remiss not to mention it.\n- For cross-account setups (IRSA in account A, Bedrock in account B), the `RoleARN` / `ExternalID` plumbing in `ai/bedrock.go:53` is the path. Local dev with a single profile doesn't need it."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2420,"cache_read_input_tokens":46524,"output_tokens":2279,"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":2420},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2279,"cache_read_input_tokens":46524,"cache_creation_input_tokens":2420,"cache_creation":{"ephemeral_5m_input_tokens":2420,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWfrqXwA4PR3mRkkrbbv","type":"assistant","uuid":"622f803f-92b4-4a65-a85e-f8f139db0db8","timestamp":"2026-04-28T18:50:34.859Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"867948ed-a618-4218-bcf9-6deaf591211d","isSidechain":false,"type":"system","subtype":"away_summary","content":"Renaming the local stack from televibe to ruth — the local/ files are already updated. Next: switch `[ai] provider` in `local/ruth.toml` to `bedrock` with a region and AWS profile, then run bootstrap.sh and submit a test request. (disable recaps in /config)","timestamp":"2026-04-28T18:53:38.326Z","uuid":"127a985c-2140-4ecf-9a76-9dbb02ba468e","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"127a985c-2140-4ecf-9a76-9dbb02ba468e","isSidechain":false,"promptId":"a3e7c3a0-0ef4-411b-b9d3-cdc6655be481","type":"user","message":{"role":"user","content":"I'm getting the following error, {\"time\":\"2026-04-28T14:55:28.530724-04:00\",\"level\":\"ERROR\",\"msg\":\"scoring failed\",\"request_id\":\"019dd572-4061-7a7e-9723-1d2fd9be073b\",\"user\":\"charles\",\"err\":\"bedrock invoke: operation error Bedrock Runtime: InvokeModel, https response error StatusCode: 400, RequestID: 3cb3da21-8af8-4dcf-8524-0b3011616c6d, ValidationException: The provided model identifier is invalid.\"}"},"uuid":"e8d55a74-4098-4688-9fec-76037d9b0267","timestamp":"2026-04-28T18:56:03.002Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"29b6793a-2e21-4753-9220-7d23d6fc21d2","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01NeWY9b31pgoKuvUqh63EGP","type":"message","role":"assistant","content":[{"type":"text","text":"`ValidationException: invalid model identifier` from Bedrock means one of three things, in roughly this order of likelihood:\n\n1. **The model ID in `ai/bedrock.go:40` doesn't exist (or doesn't exist *that way*) in your account/region.** The hardcoded default `us.anthropic.claude-sonnet-4-6-v1:0` is a guess at an inference-profile ID. Bedrock's actual IDs vary by model family and version, and the `us.` / `eu.` / `apac.` prefix only resolves when you're calling from a region in that geography.\n\n2. **Cross-region inference profile not enabled** — `us.*` profiles require the underlying models to be granted in *every* region the profile fans out to, not just the one you're calling from.\n\n3. **You enabled Claude in the console but for a different model variant** than what's hardcoded.\n\n**Diagnostic — run these against your profile/region:**\n\n```\naws --profile --region bedrock list-foundation-models \\\n --by-provider anthropic --query 'modelSummaries[].modelId' --output table\n\naws --profile --region bedrock list-inference-profiles \\\n --query 'inferenceProfileSummaries[].[inferenceProfileId,status]' --output table\n```\n\nThe first lists the raw model IDs your account can call directly. The second lists the cross-region profiles (the `us.*` flavour). Whatever shows up there with `status=ACTIVE` is what you can pass as `ModelId`. Pick one and pin it explicitly in `local/ruth.toml`:\n\n```toml\n[ai.bedrock]\nregion = \"us-east-1\"\nprofile = \"\"\nmodel_id = \"\"\n```\n\nThat overrides the default in the Go code without you having to touch the source.\n\n**Quickest sanity check** before running ruth — invoke directly with the same payload shape ruth uses:\n\n```\naws --profile --region bedrock-runtime invoke-model \\\n --model-id '' \\\n --content-type application/json --accept application/json \\\n --body '{\"anthropic_version\":\"bedrock-2023-05-31\",\"max_tokens\":64,\"messages\":[{\"role\":\"user\",\"content\":\"hi\"}]}' \\\n /tmp/out.json && cat /tmp/out.json\n```\n\nIf that 400s with the same message, the ID is the problem. If it succeeds, ruth's wiring is the problem and we look elsewhere.\n\nOne stylistic gripe while we're here, Sir Charles of St Cheese: the default in `ai/bedrock.go:40` is the kind of thing that ages poorly — model IDs change, and a hardcoded fallback that ValidationException's on day one is worse than no fallback. I'd lean toward making `model_id` required in `Validate()` (alongside `region`) so misconfiguration fails at startup with a clear message rather than at first request with a Bedrock SDK wrapper around it. Happy to make that change if you want."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":189,"cache_read_input_tokens":51220,"output_tokens":1650,"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":189},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":1650,"cache_read_input_tokens":51220,"cache_creation_input_tokens":189,"cache_creation":{"ephemeral_5m_input_tokens":189,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWgKtghG7FQX4MT4C1se","type":"assistant","uuid":"cbba19f3-f328-4aec-b731-249decd91203","timestamp":"2026-04-28T18:56:28.113Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"a03ac9bf-cf4b-4391-a245-e108a4d09107","isSidechain":false,"promptId":"0727e92d-ca7f-4f21-bebd-c0994189dc48","type":"user","message":{"role":"user","content":"now i get {\"time\":\"2026-04-28T14:59:10.672116-04:00\",\"level\":\"ERROR\",\"msg\":\"scoring failed\",\"request_id\":\"019dd575-a276-735a-ab51-62c1e7365820\",\"user\":\"charles\",\"err\":\"bedrock invoke: operation error Bedrock Runtime: InvokeModel, https response error StatusCode: 400, RequestID: 62d47fdb-5ec1-4596-b684-e5925e110384, ValidationException: Malformed input request: #: extraneous key [max_tokens] is not permitted, please reformat your input and try again.\"}"},"uuid":"78dda924-0b27-4843-a668-2352f968cd4e","timestamp":"2026-04-28T18:59:34.292Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"148925ee-2299-414b-9488-26f961608aba","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_011Ezmupqsh2Y56Q12XBNCXk","type":"message","role":"assistant","content":[{"type":"text","text":"That error means the model you picked uses a *different request schema* than the one ruth is sending. `ai/bedrock.go:69-76` builds the Anthropic Messages API shape:\n\n```json\n{\"anthropic_version\":\"bedrock-2023-05-31\",\"max_tokens\":1024,\"system\":\"…\",\"messages\":[…]}\n```\n\nTwo things use that shape: Claude 3, 3.5, 4, 4.5, 4.6 (i.e. anything since the Messages API rolled out). Two things *don't*:\n\n- **Legacy Claude completions** (`anthropic.claude-v2`, `anthropic.claude-v2:1`, `anthropic.claude-instant-v1`) — they want `prompt` + `max_tokens_to_sample`, no `messages`, no `max_tokens`. The schema validator rejects `max_tokens` as \"extraneous\" because the field is literally named differently.\n- **Non-Anthropic models** (Titan, Llama, Mistral, Nova) — entirely different payloads. Shouldn't have come up if you used `--by-provider anthropic`, but if you grabbed an ID from `list-inference-profiles`, those mix providers.\n\n**Quickest fix:** confirm what you picked.\n\n```\naws --profile --region bedrock get-foundation-model \\\n --model-identifier '' \\\n --query 'modelDetails.{id:modelId,inputMods:inputModalities,outputMods:outputModalities}'\n```\n\nIf the ID contains `claude-v2` or `claude-instant`, that's your problem — pick a Claude 3+ ID instead. Anything from the Sonnet/Haiku/Opus 3.x or 4.x line speaks Messages API.\n\n**Better fix worth doing once:** swap `ai/bedrock.go` from `InvokeModel` to the **Converse** API. Converse normalizes the request/response shape across Bedrock providers — same code works whether the operator picks Anthropic, Mistral, or Llama, and you stop owning a per-provider JSON envelope. The diff is roughly:\n\n```go\nout, err := b.client.Converse(ctx, &bedrockruntime.ConverseInput{\n ModelId: aws.String(b.cfg.ModelID),\n System: []types.SystemContentBlock{&types.SystemContentBlockMemberText{Value: SystemPrompt}},\n Messages: []types.Message{{\n Role: types.ConversationRoleUser,\n Content: []types.ContentBlock{&types.ContentBlockMemberText{Value: UserPrompt(req)}},\n }},\n InferenceConfig: &types.InferenceConfiguration{MaxTokens: aws.Int32(1024)},\n})\n// out.Output is union; pull text from Message.Content[0].(*types.ContentBlockMemberText).Value\n```\n\nThat's one structural change in exchange for never seeing a \"Malformed input request\" again as long as you use it. Want me to make that change, or just unblock you with a working Messages-API model ID for now?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1853,"cache_read_input_tokens":51409,"output_tokens":2282,"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":1853},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":2282,"cache_read_input_tokens":51409,"cache_creation_input_tokens":1853,"cache_creation":{"ephemeral_5m_input_tokens":1853,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWgbTbX3UcPr9TZ3Sfpe","type":"assistant","uuid":"c8aedcd2-9015-4552-a67f-8d9b4d232561","timestamp":"2026-04-28T19:00:08.592Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"type":"file-history-snapshot","messageId":"bfdc499e-4e4b-440c-a887-2f92afb2d711","snapshot":{"messageId":"bfdc499e-4e4b-440c-a887-2f92afb2d711","trackedFileBackups":{"local/otel-collector.yaml":{"backupFileName":"0c38ed943efcd4fe@v2","version":2,"backupTime":"2026-04-28T18:49:35.723Z"},"local/resources.yaml":{"backupFileName":"f84cb1b68734194b@v2","version":2,"backupTime":"2026-04-28T18:49:35.723Z"},"local/bootstrap.sh":{"backupFileName":"36baf629bcf0aa1a@v2","version":2,"backupTime":"2026-04-28T18:49:35.723Z"},"local/docker-compose.yml":{"backupFileName":"ef6ca9ae0ade22f6@v2","version":2,"backupTime":"2026-04-28T18:49:35.723Z"}},"timestamp":"2026-04-28T19:00:36.233Z"},"isSnapshotUpdate":false}
{"parentUuid":"7c6cdd48-2ad5-4e32-8965-973efe2b881e","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":"yes swap ai/berdrock.go from InvokeModel to the Converse API"},"uuid":"bfdc499e-4e4b-440c-a887-2f92afb2d711","timestamp":"2026-04-28T19:00:36.165Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"bfdc499e-4e4b-440c-a887-2f92afb2d711","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01GQKfRd1mJnyTLTzzuYadAh","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"Eq8FClkIDRgCKkBlZDPJkyzneYk1WOluDSq6ul9Bg/qUxMEGezIypj5Fsxysdn8PeakJyWDkt4QQG91tWdvaw1SR7rE7uPlILcljMg9jbGF1ZGUtb3B1cy00LTc4ABIMozWUSBmfrvsmJlZIGgyfjAJ1wEpTFNjFkHYiMEd2e17a3bK9GKwgCtbiJx+1o2cKp0raw+fdFrA1XLfei6717yEdsqMbyaANWZL3niqDBPX+t27+2eV/XtoG2O5LWcwyA/N0KSFlF5vc61JDRYmDIUy6osQBWkrcxebwndRjzeHvx1Ywh6X5H0GYIUOXKutIIj7US7dtuzQW/jsTyk8UJmbHQ1FVjLbjf0qa4M4TiACAXNskW/AOYMWNOQRQFiptBeLPGRuF3NmKw7QHsUigLuhncikATAgaZx3p/GtPUD0xAe6Abch13WUV45vDDBvPlqdi9Bz2zph+ahD1/2WH+K9udug9z5GuKZKBcJHqBLaShzWAWnaH3PU7qPa2WPqPcOCa6H25WEL2gPmmMAaHlYIY9yY7BntcxVtWApEKWtLJBGhhTtBGFYVj3iQZm/SXz4r/4pJ1dvxiXo6e0hcnZzbsRCuB1NhJYxNgI84khHEmVJSyibMZo3Xd27KESjVtTG774dkqwP5PXDi1Jl+kn0pX1zos/JZXbxdjHBIW4vJNI8zUEJXWlWr+KlF4H7PuI0mVpbbxS0xfGPkwoW+3xLTtzyXL2T6pTyTc1SexttNiCmf6H121FSBQP1lN57UuTsgTaqpVqYkvqeTqWxfUJAZEcHXUsSUAagfkhaUv7MN2o0Q47allKsuogrQ4nJ4dUf4xZaVqg1AkdQc76BY3gBY49t4m2npfPxOQsixhslGeRLHNcmG43woQnxFVVp2GnMnDy/QVXQF9pa1OoU5MMp7HGAE="}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":2313,"cache_read_input_tokens":53262,"output_tokens":288,"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":2313},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":288,"cache_read_input_tokens":53262,"cache_creation_input_tokens":2313,"cache_creation":{"ephemeral_5m_input_tokens":2313,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWgg28y8ZqyoiWdhV5zc","type":"assistant","uuid":"37f8f586-3bbf-42ba-bd7e-a44aa4808779","timestamp":"2026-04-28T19:00:39.915Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"4a832a68-9eaf-41f5-94d1-a16779765b43","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Sowb5wk29JUA1ASAy9z5bT","type":"tool_result","content":"1\tmodule ruth\n2\t\n3\tgo 1.25.9\n4\t\n5\trequire (\n6\t\tgithub.com/andygrunwald/go-jira/v2 v2.0.0-20250827191841-a1568d030dcc\n7\t\tgithub.com/aws/aws-sdk-go-v2 v1.41.6\n8\t\tgithub.com/aws/aws-sdk-go-v2/config v1.32.16\n9\t\tgithub.com/aws/aws-sdk-go-v2/credentials v1.19.15\n10\t\tgithub.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.5\n11\t\tgithub.com/aws/aws-sdk-go-v2/service/sts v1.42.0\n12\t\tgithub.com/google/uuid v1.6.0\n13\t\tgithub.com/gravitational/teleport/api v0.0.0-20260423131902-40e0dc19cfea\n14\t\tgithub.com/pelletier/go-toml/v2 v2.3.0\n15\t\tgo.opentelemetry.io/otel v1.43.0\n16\t\tgo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.43.0\n17\t\tgo.opentelemetry.io/otel/metric v1.43.0\n18\t\tgo.opentelemetry.io/otel/sdk v1.43.0\n19\t\tgo.opentelemetry.io/otel/sdk/metric v1.43.0\n20\t\tgolang.org/x/sync v0.20.0\n21\t)\n22\t\n23\trequire (\n24\t\tgithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.9 // indirect\n25\t\tgithub.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.22 // indirect\n26\t\tgithub.com/aws/aws-sdk-go-v2/internal/configsources v1.4.22 // indirect\n27\t\tgithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.22 // indirect\n28\t\tgithub.com/aws/aws-sdk-go-v2/internal/v4a v1.4.23 // indirect\n29\t\tgithub.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.8 // indirect\n30\t\tgithub.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.22 // indirect\n31\t\tgithub.com/aws/aws-sdk-go-v2/service/signin v1.0.10 // indirect\n32\t\tgithub.com/aws/aws-sdk-go-v2/service/sso v1.30.16 // indirect\n33\t\tgithub.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.20 // indirect\n34\t\tgithub.com/aws/smithy-go v1.25.0 // indirect\n35\t\tgithub.com/beevik/etree v1.6.0 // indirect\n36\t\tgithub.com/cenkalti/backoff/v5 v5.0.3 // indirect\n37\t\tgithub.com/cespare/xxhash/v2 v2.3.0 // indirect\n38\t\tgithub.com/charlievieth/strcase v0.0.5 // indirect\n39\t\tgithub.com/coreos/go-semver v0.3.1 // indirect\n40\t\tgithub.com/fatih/structs v1.1.0 // indirect\n41\t\tgithub.com/felixge/httpsnoop v1.0.4 // indirect\n42\t\tgithub.com/go-logr/logr v1.4.3 // indirect\n43\t\tgithub.com/go-logr/stdr v1.2.2 // indirect\n44\t\tgithub.com/go-piv/piv-go/v2 v2.5.0 // indirect\n45\t\tgithub.com/gobwas/httphead v0.1.0 // indirect\n46\t\tgithub.com/gobwas/pool v0.2.1 // indirect\n47\t\tgithub.com/gobwas/ws v1.4.0 // indirect\n48\t\tgithub.com/gogo/protobuf v1.3.2 // indirect\n49\t\tgithub.com/golang-jwt/jwt/v4 v4.5.2 // indirect\n50\t\tgithub.com/google/go-querystring v1.2.0 // indirect\n51\t\tgithub.com/gravitational/trace v1.5.3 // indirect\n52\t\tgithub.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect\n53\t\tgithub.com/jonboulle/clockwork v0.5.0 // indirect\n54\t\tgithub.com/mattermost/xml-roundtrip-validator v0.1.0 // indirect\n55\t\tgithub.com/russellhaering/gosaml2 v0.11.0 // indirect\n56\t\tgithub.com/russellhaering/goxmldsig v1.6.0 // indirect\n57\t\tgithub.com/trivago/tgo v1.0.7 // indirect\n58\t\tgo.opentelemetry.io/auto/sdk v1.2.1 // indirect\n59\t\tgo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.68.0 // indirect\n60\t\tgo.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.68.0 // indirect\n61\t\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 // indirect\n62\t\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.43.0 // indirect\n63\t\tgo.opentelemetry.io/otel/trace v1.43.0 // indirect\n64\t\tgo.opentelemetry.io/proto/otlp v1.10.0 // indirect\n65\t\tgolang.org/x/crypto v0.49.0 // indirect\n66\t\tgolang.org/x/net v0.52.0 // indirect\n67\t\tgolang.org/x/sys v0.42.0 // indirect\n68\t\tgolang.org/x/term v0.41.0 // indirect\n69\t\tgolang.org/x/text v0.35.0 // indirect\n70\t\tgoogle.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 // indirect\n71\t\tgoogle.golang.org/genproto/googleapis/rpc v0.0.0-20260406210006-6f92a3bedf2d // indirect\n72\t\tgoogle.golang.org/grpc v1.80.0 // indirect\n73\t\tgoogle.golang.org/protobuf v1.36.11 // indirect\n74\t\tgopkg.in/yaml.v2 v2.4.0 // indirect\n75\t)\n76\t"}]},"uuid":"4cbf75cc-69e2-46d5-af28-aae59223f41c","timestamp":"2026-04-28T19:00:40.711Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/operations/apps/ruth/go.mod","content":"module ruth\n\ngo 1.25.9\n\nrequire (\n\tgithub.com/andygrunwald/go-jira/v2 v2.0.0-20250827191841-a1568d030dcc\n\tgithub.com/aws/aws-sdk-go-v2 v1.41.6\n\tgithub.com/aws/aws-sdk-go-v2/config v1.32.16\n\tgithub.com/aws/aws-sdk-go-v2/credentials v1.19.15\n\tgithub.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.5\n\tgithub.com/aws/aws-sdk-go-v2/service/sts v1.42.0\n\tgithub.com/google/uuid v1.6.0\n\tgithub.com/gravitational/teleport/api v0.0.0-20260423131902-40e0dc19cfea\n\tgithub.com/pelletier/go-toml/v2 v2.3.0\n\tgo.opentelemetry.io/otel v1.43.0\n\tgo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.43.0\n\tgo.opentelemetry.io/otel/metric v1.43.0\n\tgo.opentelemetry.io/otel/sdk v1.43.0\n\tgo.opentelemetry.io/otel/sdk/metric v1.43.0\n\tgolang.org/x/sync v0.20.0\n)\n\nrequire (\n\tgithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.9 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.22 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/configsources v1.4.22 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.22 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/internal/v4a v1.4.23 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.8 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.22 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/signin v1.0.10 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/sso v1.30.16 // indirect\n\tgithub.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.20 // indirect\n\tgithub.com/aws/smithy-go v1.25.0 // indirect\n\tgithub.com/beevik/etree v1.6.0 // indirect\n\tgithub.com/cenkalti/backoff/v5 v5.0.3 // indirect\n\tgithub.com/cespare/xxhash/v2 v2.3.0 // indirect\n\tgithub.com/charlievieth/strcase v0.0.5 // indirect\n\tgithub.com/coreos/go-semver v0.3.1 // indirect\n\tgithub.com/fatih/structs v1.1.0 // indirect\n\tgithub.com/felixge/httpsnoop v1.0.4 // indirect\n\tgithub.com/go-logr/logr v1.4.3 // indirect\n\tgithub.com/go-logr/stdr v1.2.2 // indirect\n\tgithub.com/go-piv/piv-go/v2 v2.5.0 // indirect\n\tgithub.com/gobwas/httphead v0.1.0 // indirect\n\tgithub.com/gobwas/pool v0.2.1 // indirect\n\tgithub.com/gobwas/ws v1.4.0 // indirect\n\tgithub.com/gogo/protobuf v1.3.2 // indirect\n\tgithub.com/golang-jwt/jwt/v4 v4.5.2 // indirect\n\tgithub.com/google/go-querystring v1.2.0 // indirect\n\tgithub.com/gravitational/trace v1.5.3 // indirect\n\tgithub.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect\n\tgithub.com/jonboulle/clockwork v0.5.0 // indirect\n\tgithub.com/mattermost/xml-roundtrip-validator v0.1.0 // indirect\n\tgithub.com/russellhaering/gosaml2 v0.11.0 // indirect\n\tgithub.com/russellhaering/goxmldsig v1.6.0 // indirect\n\tgithub.com/trivago/tgo v1.0.7 // indirect\n\tgo.opentelemetry.io/auto/sdk v1.2.1 // indirect\n\tgo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.68.0 // indirect\n\tgo.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.68.0 // indirect\n\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.43.0 // indirect\n\tgo.opentelemetry.io/otel/trace v1.43.0 // indirect\n\tgo.opentelemetry.io/proto/otlp v1.10.0 // indirect\n\tgolang.org/x/crypto v0.49.0 // indirect\n\tgolang.org/x/net v0.52.0 // indirect\n\tgolang.org/x/sys v0.42.0 // indirect\n\tgolang.org/x/term v0.41.0 // indirect\n\tgolang.org/x/text v0.35.0 // indirect\n\tgoogle.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 // indirect\n\tgoogle.golang.org/genproto/googleapis/rpc v0.0.0-20260406210006-6f92a3bedf2d // indirect\n\tgoogle.golang.org/grpc v1.80.0 // indirect\n\tgoogle.golang.org/protobuf v1.36.11 // indirect\n\tgopkg.in/yaml.v2 v2.4.0 // indirect\n)\n","numLines":76,"startLine":1,"totalLines":76}},"sourceToolAssistantUUID":"4a832a68-9eaf-41f5-94d1-a16779765b43","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"37f8f586-3bbf-42ba-bd7e-a44aa4808779","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01GQKfRd1mJnyTLTzzuYadAh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Sowb5wk29JUA1ASAy9z5bT","name":"Read","input":{"file_path":"/Users/steve.briggs/projects/operations/apps/ruth/go.mod"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":2313,"cache_read_input_tokens":53262,"output_tokens":288,"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":2313},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":288,"cache_read_input_tokens":53262,"cache_creation_input_tokens":2313,"cache_creation":{"ephemeral_5m_input_tokens":2313,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWgg28y8ZqyoiWdhV5zc","type":"assistant","uuid":"4a832a68-9eaf-41f5-94d1-a16779765b43","timestamp":"2026-04-28T19:00:40.697Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"type":"last-prompt","lastPrompt":"yes swap ai/berdrock.go from InvokeModel to the Converse API","leafUuid":"4cbf75cc-69e2-46d5-af28-aae59223f41c","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
{"type":"permission-mode","permissionMode":"default","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
{"parentUuid":"4cbf75cc-69e2-46d5-af28-aae59223f41c","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01JC4Bw2B7NL4dMEsAMD5RQb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PPQvzpyLAvdQE8kPvdmCeW","name":"Bash","input":{"command":"find ~/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/types -name \"*.go\" 2>/dev/null | head -5","description":"Locate bedrockruntime types files"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2444,"cache_read_input_tokens":55575,"output_tokens":163,"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":2444},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":163,"cache_read_input_tokens":55575,"cache_creation_input_tokens":2444,"cache_creation":{"ephemeral_5m_input_tokens":2444,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWggMCCKaxX8ZMiaPoGp","type":"assistant","uuid":"b794d8eb-da61-4d3b-bf50-749ee52be60c","timestamp":"2026-04-28T19:00:43.131Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"6aef3cae-3b72-41a1-ba82-9faf7440dd45","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01Vk6FvEtmRUeUEro1sMrcgY","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013cY59faehBcdRvxbgg9DRG","name":"Bash","input":{"command":"grep -n \"^type \\(Converse\\|Message\\|SystemContentBlock\\|ContentBlock\\|InferenceConfiguration\\|ConversationRole\\)\" /Users/steve.briggs/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/types/types.go | head -40","description":"List Converse-related types"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":429,"cache_read_input_tokens":58019,"output_tokens":210,"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":429},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":210,"cache_read_input_tokens":58019,"cache_creation_input_tokens":429,"cache_creation":{"ephemeral_5m_input_tokens":429,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWgpMaEizjT5sbrPUXyU","type":"assistant","uuid":"c207a739-711c-4050-9b6e-e0578ece88d5","timestamp":"2026-04-28T19:02:32.712Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"3cadab10-4561-4e9e-9319-6d4cf7db7392","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019NpJCwhjucehDGhp3oHWmq","type":"tool_result","content":"2597\ttype SystemContentBlock interface {\n2598\t\tisSystemContentBlock()\n2599\t}\n2600\t\n2601\t// CachePoint to include in the system prompt.\n2602\ttype SystemContentBlockMemberCachePoint struct {\n2603\t\tValue CachePointBlock\n2604\t\n2605\t\tnoSmithyDocumentSerde\n2606\t}\n2607\t\n2608\tfunc (*SystemContentBlockMemberCachePoint) isSystemContentBlock() {}\n2609\t\n2610\t// A content block to assess with the guardrail. Use with the [Converse] or [ConverseStream] API operations.\n2611\t//\n2612\t// For more information, see Use a guardrail with the Converse API in the Amazon\n2613\t// Bedrock User Guide.\n2614\t//\n2615\t// [Converse]: https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_Converse.html\n2616\t// [ConverseStream]: https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_ConverseStream.html\n2617\ttype SystemContentBlockMemberGuardContent struct {\n2618\t\tValue GuardrailConverseContentBlock\n2619\t\n2620\t\tnoSmithyDocumentSerde\n2621\t}\n2622\t\n2623\tfunc (*SystemContentBlockMemberGuardContent) isSystemContentBlock() {}\n2624\t\n2625\t// A system prompt for the model.\n2626\ttype SystemContentBlockMemberText struct {\n2627\t\tValue string\n2628\t\n2629\t\tnoSmithyDocumentSerde\n2630\t}\n2631\t"}]},"uuid":"248f7eb3-3cb8-47d7-b887-a70376e5132b","timestamp":"2026-04-28T19:05:19.421Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/types/types.go","content":"type SystemContentBlock interface {\n\tisSystemContentBlock()\n}\n\n// CachePoint to include in the system prompt.\ntype SystemContentBlockMemberCachePoint struct {\n\tValue CachePointBlock\n\n\tnoSmithyDocumentSerde\n}\n\nfunc (*SystemContentBlockMemberCachePoint) isSystemContentBlock() {}\n\n// A content block to assess with the guardrail. Use with the [Converse] or [ConverseStream] API operations.\n//\n// For more information, see Use a guardrail with the Converse API in the Amazon\n// Bedrock User Guide.\n//\n// [Converse]: https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_Converse.html\n// [ConverseStream]: https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_ConverseStream.html\ntype SystemContentBlockMemberGuardContent struct {\n\tValue GuardrailConverseContentBlock\n\n\tnoSmithyDocumentSerde\n}\n\nfunc (*SystemContentBlockMemberGuardContent) isSystemContentBlock() {}\n\n// A system prompt for the model.\ntype SystemContentBlockMemberText struct {\n\tValue string\n\n\tnoSmithyDocumentSerde\n}\n","numLines":35,"startLine":2597,"totalLines":3161}},"sourceToolAssistantUUID":"3cadab10-4561-4e9e-9319-6d4cf7db7392","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"248f7eb3-3cb8-47d7-b887-a70376e5132b","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_014kxfP18XmcZFY7XUkw7ykB","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HbESeYFTHJqe2MMDQGY4F9","name":"Bash","input":{"command":"grep -n \"func.*Converse\\b\\|^type ConverseInput\\|^type ConverseOutput\\b\" /Users/steve.briggs/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/api_op_Converse.go | head","description":"Find Converse op signature"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":724,"cache_read_input_tokens":61418,"output_tokens":194,"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":724},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":194,"cache_read_input_tokens":61418,"cache_creation_input_tokens":724,"cache_creation":{"ephemeral_5m_input_tokens":724,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWh2tfqpzkHE8FSfyWyz","type":"assistant","uuid":"41c9a2bc-034c-47bc-ae95-a8dfcc406d5b","timestamp":"2026-04-28T19:05:24.194Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"41c9a2bc-034c-47bc-ae95-a8dfcc406d5b","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HbESeYFTHJqe2MMDQGY4F9","type":"tool_result","content":"59:func (c *Client) Converse(ctx context.Context, params *ConverseInput, optFns ...func(*Options)) (*ConverseOutput, error) {\n74:type ConverseInput struct {\n178:type ConverseOutput struct {\n316:func newServiceMetadataMiddleware_opConverse(region string) *awsmiddleware.RegisterServiceMetadata {","is_error":false}]},"uuid":"79f0b188-335b-41e5-8b36-194ec1d6dc50","timestamp":"2026-04-28T19:05:27.859Z","toolUseResult":{"stdout":"59:func (c *Client) Converse(ctx context.Context, params *ConverseInput, optFns ...func(*Options)) (*ConverseOutput, error) {\n74:type ConverseInput struct {\n178:type ConverseOutput struct {\n316:func newServiceMetadataMiddleware_opConverse(region string) *awsmiddleware.RegisterServiceMetadata {","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"41c9a2bc-034c-47bc-ae95-a8dfcc406d5b","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"79f0b188-335b-41e5-8b36-194ec1d6dc50","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_015ZWmJhqN9tBRxpyXcmZ3zn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019TM4mdtXpLVahWk7fyV4M1","name":"Read","input":{"file_path":"/Users/steve.briggs/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/api_op_Converse.go","offset":74,"limit":130},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":335,"cache_read_input_tokens":62142,"output_tokens":172,"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":335},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":172,"cache_read_input_tokens":62142,"cache_creation_input_tokens":335,"cache_creation":{"ephemeral_5m_input_tokens":335,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWh3WshMrzsUmE5rZwDV","type":"assistant","uuid":"64b6dadb-fa40-4118-94ee-de3edc743929","timestamp":"2026-04-28T19:05:30.655Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"64b6dadb-fa40-4118-94ee-de3edc743929","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019TM4mdtXpLVahWk7fyV4M1","type":"tool_result","content":"74\ttype ConverseInput struct {\n75\t\n76\t\t// Specifies the model or throughput with which to run inference, or the prompt\n77\t\t// resource to use in inference. The value depends on the resource that you use:\n78\t\t//\n79\t\t// - If you use a base model, specify the model ID or its ARN. For a list of\n80\t\t// model IDs for base models, see [Amazon Bedrock base model IDs (on-demand throughput)]in the Amazon Bedrock User Guide.\n81\t\t//\n82\t\t// - If you use an inference profile, specify the inference profile ID or its\n83\t\t// ARN. For a list of inference profile IDs, see [Supported Regions and models for cross-region inference]in the Amazon Bedrock User\n84\t\t// Guide.\n85\t\t//\n86\t\t// - If you use a provisioned model, specify the ARN of the Provisioned\n87\t\t// Throughput. For more information, see [Run inference using a Provisioned Throughput]in the Amazon Bedrock User Guide.\n88\t\t//\n89\t\t// - If you use a custom model, first purchase Provisioned Throughput for it.\n90\t\t// Then specify the ARN of the resulting provisioned model. For more information,\n91\t\t// see [Use a custom model in Amazon Bedrock]in the Amazon Bedrock User Guide.\n92\t\t//\n93\t\t// - To include a prompt that was defined in [Prompt management], specify the ARN of the prompt\n94\t\t// version to use.\n95\t\t//\n96\t\t// The Converse API doesn't support [imported models].\n97\t\t//\n98\t\t// [Run inference using a Provisioned Throughput]: https://docs.aws.amazon.com/bedrock/latest/userguide/prov-thru-use.html\n99\t\t// [Use a custom model in Amazon Bedrock]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-use.html\n100\t\t// [Prompt management]: https://docs.aws.amazon.com/bedrock/latest/userguide/prompt-management.html\n101\t\t// [Supported Regions and models for cross-region inference]: https://docs.aws.amazon.com/bedrock/latest/userguide/cross-region-inference-support.html\n102\t\t// [imported models]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-import-model.html\n103\t\t// [Amazon Bedrock base model IDs (on-demand throughput)]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-ids.html#model-ids-arns\n104\t\t//\n105\t\t// This member is required.\n106\t\tModelId *string\n107\t\n108\t\t// Additional inference parameters that the model supports, beyond the base set of\n109\t\t// inference parameters that Converse and ConverseStream support in the\n110\t\t// inferenceConfig field. For more information, see [Model parameters].\n111\t\t//\n112\t\t// [Model parameters]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters.html\n113\t\tAdditionalModelRequestFields document.Interface\n114\t\n115\t\t// Additional model parameters field paths to return in the response. Converse and\n116\t\t// ConverseStream return the requested fields as a JSON Pointer object in the\n117\t\t// additionalModelResponseFields field. The following is example JSON for\n118\t\t// additionalModelResponseFieldPaths .\n119\t\t//\n120\t\t// [ \"/stop_sequence\" ]\n121\t\t//\n122\t\t// For information about the JSON Pointer syntax, see the [Internet Engineering Task Force (IETF)] documentation.\n123\t\t//\n124\t\t// Converse and ConverseStream reject an empty JSON Pointer or incorrectly\n125\t\t// structured JSON Pointer with a 400 error code. if the JSON Pointer is valid,\n126\t\t// but the requested field is not in the model response, it is ignored by Converse .\n127\t\t//\n128\t\t// [Internet Engineering Task Force (IETF)]: https://datatracker.ietf.org/doc/html/rfc6901\n129\t\tAdditionalModelResponseFieldPaths []string\n130\t\n131\t\t// Configuration information for a guardrail that you want to use in the request.\n132\t\t// If you include guardContent blocks in the content field in the messages field,\n133\t\t// the guardrail operates only on those messages. If you include no guardContent\n134\t\t// blocks, the guardrail operates on all messages in the request body and in any\n135\t\t// included prompt resource.\n136\t\tGuardrailConfig *types.GuardrailConfiguration\n137\t\n138\t\t// Inference parameters to pass to the model. Converse and ConverseStream support\n139\t\t// a base set of inference parameters. If you need to pass additional parameters\n140\t\t// that the model supports, use the additionalModelRequestFields request field.\n141\t\tInferenceConfig *types.InferenceConfiguration\n142\t\n143\t\t// The messages that you want to send to the model.\n144\t\tMessages []types.Message\n145\t\n146\t\t// Output configuration for a model response.\n147\t\tOutputConfig *types.OutputConfig\n148\t\n149\t\t// Model performance settings for the request.\n150\t\tPerformanceConfig *types.PerformanceConfiguration\n151\t\n152\t\t// Contains a map of variables in a prompt from Prompt management to objects\n153\t\t// containing the values to fill in for them when running model invocation. This\n154\t\t// field is ignored if you don't specify a prompt resource in the modelId field.\n155\t\tPromptVariables map[string]types.PromptVariableValues\n156\t\n157\t\t// Key-value pairs that you can use to filter invocation logs.\n158\t\tRequestMetadata map[string]string\n159\t\n160\t\t// Specifies the processing tier configuration used for serving the request.\n161\t\tServiceTier *types.ServiceTier\n162\t\n163\t\t// A prompt that provides instructions or context to the model about the task it\n164\t\t// should perform, or the persona it should adopt during the conversation.\n165\t\tSystem []types.SystemContentBlock\n166\t\n167\t\t// Configuration information for the tools that the model can use when generating\n168\t\t// a response.\n169\t\t//\n170\t\t// For information about models that support tool use, see [Supported models and model features].\n171\t\t//\n172\t\t// [Supported models and model features]: https://docs.aws.amazon.com/bedrock/latest/userguide/conversation-inference.html#conversation-inference-supported-models-features\n173\t\tToolConfig *types.ToolConfiguration\n174\t\n175\t\tnoSmithyDocumentSerde\n176\t}\n177\t\n178\ttype ConverseOutput struct {\n179\t\n180\t\t// Metrics for the call to Converse .\n181\t\t//\n182\t\t// This member is required.\n183\t\tMetrics *types.ConverseMetrics\n184\t\n185\t\t// The result from the call to Converse .\n186\t\t//\n187\t\t// This member is required.\n188\t\tOutput types.ConverseOutput\n189\t\n190\t\t// The reason why the model stopped generating output.\n191\t\t//\n192\t\t// This member is required.\n193\t\tStopReason types.StopReason\n194\t\n195\t\t// The total number of tokens used in the call to Converse . The total includes the\n196\t\t// tokens input to the model and the tokens generated by the model.\n197\t\t//\n198\t\t// This member is required.\n199\t\tUsage *types.TokenUsage\n200\t\n201\t\t// Additional fields in the response that are unique to the model.\n202\t\tAdditionalModelResponseFields document.Interface\n203\t"}]},"uuid":"cfbd9c57-3fad-4da4-bf77-19227b606390","timestamp":"2026-04-28T19:06:07.948Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/go/pkg/mod/github.com/aws/aws-sdk-go-v2/service/bedrockruntime@v1.50.5/api_op_Converse.go","content":"type ConverseInput struct {\n\n\t// Specifies the model or throughput with which to run inference, or the prompt\n\t// resource to use in inference. The value depends on the resource that you use:\n\t//\n\t// - If you use a base model, specify the model ID or its ARN. For a list of\n\t// model IDs for base models, see [Amazon Bedrock base model IDs (on-demand throughput)]in the Amazon Bedrock User Guide.\n\t//\n\t// - If you use an inference profile, specify the inference profile ID or its\n\t// ARN. For a list of inference profile IDs, see [Supported Regions and models for cross-region inference]in the Amazon Bedrock User\n\t// Guide.\n\t//\n\t// - If you use a provisioned model, specify the ARN of the Provisioned\n\t// Throughput. For more information, see [Run inference using a Provisioned Throughput]in the Amazon Bedrock User Guide.\n\t//\n\t// - If you use a custom model, first purchase Provisioned Throughput for it.\n\t// Then specify the ARN of the resulting provisioned model. For more information,\n\t// see [Use a custom model in Amazon Bedrock]in the Amazon Bedrock User Guide.\n\t//\n\t// - To include a prompt that was defined in [Prompt management], specify the ARN of the prompt\n\t// version to use.\n\t//\n\t// The Converse API doesn't support [imported models].\n\t//\n\t// [Run inference using a Provisioned Throughput]: https://docs.aws.amazon.com/bedrock/latest/userguide/prov-thru-use.html\n\t// [Use a custom model in Amazon Bedrock]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-use.html\n\t// [Prompt management]: https://docs.aws.amazon.com/bedrock/latest/userguide/prompt-management.html\n\t// [Supported Regions and models for cross-region inference]: https://docs.aws.amazon.com/bedrock/latest/userguide/cross-region-inference-support.html\n\t// [imported models]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-import-model.html\n\t// [Amazon Bedrock base model IDs (on-demand throughput)]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-ids.html#model-ids-arns\n\t//\n\t// This member is required.\n\tModelId *string\n\n\t// Additional inference parameters that the model supports, beyond the base set of\n\t// inference parameters that Converse and ConverseStream support in the\n\t// inferenceConfig field. For more information, see [Model parameters].\n\t//\n\t// [Model parameters]: https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters.html\n\tAdditionalModelRequestFields document.Interface\n\n\t// Additional model parameters field paths to return in the response. Converse and\n\t// ConverseStream return the requested fields as a JSON Pointer object in the\n\t// additionalModelResponseFields field. The following is example JSON for\n\t// additionalModelResponseFieldPaths .\n\t//\n\t// [ \"/stop_sequence\" ]\n\t//\n\t// For information about the JSON Pointer syntax, see the [Internet Engineering Task Force (IETF)] documentation.\n\t//\n\t// Converse and ConverseStream reject an empty JSON Pointer or incorrectly\n\t// structured JSON Pointer with a 400 error code. if the JSON Pointer is valid,\n\t// but the requested field is not in the model response, it is ignored by Converse .\n\t//\n\t// [Internet Engineering Task Force (IETF)]: https://datatracker.ietf.org/doc/html/rfc6901\n\tAdditionalModelResponseFieldPaths []string\n\n\t// Configuration information for a guardrail that you want to use in the request.\n\t// If you include guardContent blocks in the content field in the messages field,\n\t// the guardrail operates only on those messages. If you include no guardContent\n\t// blocks, the guardrail operates on all messages in the request body and in any\n\t// included prompt resource.\n\tGuardrailConfig *types.GuardrailConfiguration\n\n\t// Inference parameters to pass to the model. Converse and ConverseStream support\n\t// a base set of inference parameters. If you need to pass additional parameters\n\t// that the model supports, use the additionalModelRequestFields request field.\n\tInferenceConfig *types.InferenceConfiguration\n\n\t// The messages that you want to send to the model.\n\tMessages []types.Message\n\n\t// Output configuration for a model response.\n\tOutputConfig *types.OutputConfig\n\n\t// Model performance settings for the request.\n\tPerformanceConfig *types.PerformanceConfiguration\n\n\t// Contains a map of variables in a prompt from Prompt management to objects\n\t// containing the values to fill in for them when running model invocation. 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{"parentUuid":"55d45aeb-b760-40f5-a9ce-e59f0ba877c8","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_016Y5p1ddheJw4hpmpvnW5QR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017dX4RD55WKeTc5t9EuKjFY","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/operations/apps/ruth/ai/bedrock.go","content":"package ai\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\n\t\"github.com/aws/aws-sdk-go-v2/aws\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/aws/aws-sdk-go-v2/credentials/stscreds\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime/types\"\n\t\"github.com/aws/aws-sdk-go-v2/service/sts\"\n)\n\ntype BedrockConfig struct {\n\tRegion string `toml:\"region\"`\n\tModelID string `toml:\"model_id\"`\n\n\t// Profile, when set, selects a named profile from the shared AWS config\n\t// and credentials files instead of the default chain. Handy for local\n\t// dev; leave empty in prod so IRSA / Pod Identity take over.\n\tProfile string `toml:\"profile\"`\n\n\t// RoleARN, when set, wraps the resolved base credentials with an\n\t// AssumeRole call. Use for cross-account setups where IRSA grants a\n\t// role in one account and Bedrock lives in another. Base credentials\n\t// (from IRSA, profile, env, etc.) must be allowed to sts:AssumeRole it.\n\tRoleARN string `toml:\"role_arn\"`\n\tRoleSessionName string `toml:\"role_session_name\"`\n\tExternalID string `toml:\"external_id\"`\n}\n\ntype Bedrock struct {\n\tcfg BedrockConfig\n\tclient *bedrockruntime.Client\n}\n\nfunc NewBedrock(cfg BedrockConfig) (*Bedrock, error) {\n\tif cfg.ModelID == \"\" {\n\t\tcfg.ModelID = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\t}\n\n\topts := []func(*awsconfig.LoadOptions) error{awsconfig.WithRegion(cfg.Region)}\n\tif cfg.Profile != \"\" {\n\t\topts = append(opts, awsconfig.WithSharedConfigProfile(cfg.Profile))\n\t}\n\n\tawsCfg, err := awsconfig.LoadDefaultConfig(context.Background(), opts...)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"aws config: %w\", err)\n\t}\n\n\tif cfg.RoleARN != \"\" {\n\t\tprovider := stscreds.NewAssumeRoleProvider(sts.NewFromConfig(awsCfg), cfg.RoleARN, func(o *stscreds.AssumeRoleOptions) {\n\t\t\tif cfg.RoleSessionName != \"\" {\n\t\t\t\to.RoleSessionName = cfg.RoleSessionName\n\t\t\t}\n\t\t\tif cfg.ExternalID != \"\" {\n\t\t\t\to.ExternalID = aws.String(cfg.ExternalID)\n\t\t\t}\n\t\t})\n\t\tawsCfg.Credentials = aws.NewCredentialsCache(provider)\n\t}\n\n\treturn &Bedrock{cfg: cfg, client: bedrockruntime.NewFromConfig(awsCfg)}, nil\n}\n\nfunc (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {\n\tout, err := b.client.Converse(ctx, &bedrockruntime.ConverseInput{\n\t\tModelId: aws.String(b.cfg.ModelID),\n\t\tSystem: []types.SystemContentBlock{\n\t\t\t&types.SystemContentBlockMemberText{Value: SystemPrompt},\n\t\t},\n\t\tMessages: []types.Message{{\n\t\t\tRole: types.ConversationRoleUser,\n\t\t\tContent: []types.ContentBlock{\n\t\t\t\t&types.ContentBlockMemberText{Value: UserPrompt(req)},\n\t\t\t},\n\t\t}},\n\t\tInferenceConfig: &types.InferenceConfiguration{\n\t\t\tMaxTokens: aws.Int32(1024),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock converse: %w\", err)\n\t}\n\n\tmsg, ok := out.Output.(*types.ConverseOutputMemberMessage)\n\tif !ok {\n\t\treturn nil, fmt.Errorf(\"bedrock: unexpected output variant %T\", out.Output)\n\t}\n\tfor _, block := range msg.Value.Content {\n\t\tif t, ok := block.(*types.ContentBlockMemberText); ok {\n\t\t\treturn parseAssessment(t.Value)\n\t\t}\n\t}\n\treturn nil, fmt.Errorf(\"no text content in bedrock response\")\n}\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":361,"cache_read_input_tokens":65387,"output_tokens":2030,"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":361},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2030,"cache_read_input_tokens":65387,"cache_creation_input_tokens":361,"cache_creation":{"ephemeral_5m_input_tokens":361,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWh7iypn3b2W843KPMUJ","type":"assistant","uuid":"9b6b6bd1-088d-4a23-91c4-95ecdec3c226","timestamp":"2026-04-28T19:06:47.679Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
{"parentUuid":"9b6b6bd1-088d-4a23-91c4-95ecdec3c226","isSidechain":false,"promptId":"88456a1b-232a-4f15-816c-ec128c0bcd8f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017dX4RD55WKeTc5t9EuKjFY","type":"tool_result","content":"The file /Users/steve.briggs/projects/operations/apps/ruth/ai/bedrock.go has been updated successfully."}]},"uuid":"ece744c2-774d-4d85-870e-582d967f4b67","timestamp":"2026-04-28T19:08:21.668Z","toolUseResult":{"type":"update","filePath":"/Users/steve.briggs/projects/operations/apps/ruth/ai/bedrock.go","content":"package ai\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\n\t\"github.com/aws/aws-sdk-go-v2/aws\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/aws/aws-sdk-go-v2/credentials/stscreds\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime/types\"\n\t\"github.com/aws/aws-sdk-go-v2/service/sts\"\n)\n\ntype BedrockConfig struct {\n\tRegion string `toml:\"region\"`\n\tModelID string `toml:\"model_id\"`\n\n\t// Profile, when set, selects a named profile from the shared AWS config\n\t// and credentials files instead of the default chain. Handy for local\n\t// dev; leave empty in prod so IRSA / Pod Identity take over.\n\tProfile string `toml:\"profile\"`\n\n\t// RoleARN, when set, wraps the resolved base credentials with an\n\t// AssumeRole call. Use for cross-account setups where IRSA grants a\n\t// role in one account and Bedrock lives in another. Base credentials\n\t// (from IRSA, profile, env, etc.) must be allowed to sts:AssumeRole it.\n\tRoleARN string `toml:\"role_arn\"`\n\tRoleSessionName string `toml:\"role_session_name\"`\n\tExternalID string `toml:\"external_id\"`\n}\n\ntype Bedrock struct {\n\tcfg BedrockConfig\n\tclient *bedrockruntime.Client\n}\n\nfunc NewBedrock(cfg BedrockConfig) (*Bedrock, error) {\n\tif cfg.ModelID == \"\" {\n\t\tcfg.ModelID = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\t}\n\n\topts := []func(*awsconfig.LoadOptions) error{awsconfig.WithRegion(cfg.Region)}\n\tif cfg.Profile != \"\" {\n\t\topts = append(opts, awsconfig.WithSharedConfigProfile(cfg.Profile))\n\t}\n\n\tawsCfg, err := awsconfig.LoadDefaultConfig(context.Background(), opts...)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"aws config: %w\", err)\n\t}\n\n\tif cfg.RoleARN != \"\" {\n\t\tprovider := stscreds.NewAssumeRoleProvider(sts.NewFromConfig(awsCfg), cfg.RoleARN, func(o *stscreds.AssumeRoleOptions) {\n\t\t\tif cfg.RoleSessionName != \"\" {\n\t\t\t\to.RoleSessionName = cfg.RoleSessionName\n\t\t\t}\n\t\t\tif cfg.ExternalID != \"\" {\n\t\t\t\to.ExternalID = aws.String(cfg.ExternalID)\n\t\t\t}\n\t\t})\n\t\tawsCfg.Credentials = aws.NewCredentialsCache(provider)\n\t}\n\n\treturn &Bedrock{cfg: cfg, client: bedrockruntime.NewFromConfig(awsCfg)}, nil\n}\n\nfunc (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {\n\tout, err := b.client.Converse(ctx, &bedrockruntime.ConverseInput{\n\t\tModelId: aws.String(b.cfg.ModelID),\n\t\tSystem: []types.SystemContentBlock{\n\t\t\t&types.SystemContentBlockMemberText{Value: SystemPrompt},\n\t\t},\n\t\tMessages: []types.Message{{\n\t\t\tRole: types.ConversationRoleUser,\n\t\t\tContent: []types.ContentBlock{\n\t\t\t\t&types.ContentBlockMemberText{Value: UserPrompt(req)},\n\t\t\t},\n\t\t}},\n\t\tInferenceConfig: &types.InferenceConfiguration{\n\t\t\tMaxTokens: aws.Int32(1024),\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock converse: %w\", err)\n\t}\n\n\tmsg, ok := out.Output.(*types.ConverseOutputMemberMessage)\n\tif !ok {\n\t\treturn nil, fmt.Errorf(\"bedrock: unexpected output variant %T\", out.Output)\n\t}\n\tfor _, block := range msg.Value.Content {\n\t\tif t, ok := block.(*types.ContentBlockMemberText); ok {\n\t\t\treturn parseAssessment(t.Value)\n\t\t}\n\t}\n\treturn nil, fmt.Errorf(\"no text content in bedrock response\")\n}\n","structuredPatch":[{"oldStart":2,"oldLines":13,"newStart":2,"newLines":13,"lines":[" "," import ("," \"context\"","- \"encoding/json\""," \"fmt\""," "," \"github.com/aws/aws-sdk-go-v2/aws\""," awsconfig \"github.com/aws/aws-sdk-go-v2/config\""," \"github.com/aws/aws-sdk-go-v2/credentials/stscreds\""," \"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"","+ \"github.com/aws/aws-sdk-go-v2/service/bedrockruntime/types\""," \"github.com/aws/aws-sdk-go-v2/service/sts\""," )"," "]},{"oldStart":66,"oldLines":38,"newStart":66,"newLines":32,"lines":[" }"," "," func (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {","- body, err := json.Marshal(map[string]any{","- \"anthropic_version\": \"bedrock-2023-05-31\",","- \"max_tokens\": 1024,","- \"system\": SystemPrompt,","- \"messages\": []map[string]any{","- {\"role\": \"user\", \"content\": UserPrompt(req)},","+ out, err := b.client.Converse(ctx, &bedrockruntime.ConverseInput{","+ ModelId: aws.String(b.cfg.ModelID),","+ System: []types.SystemContentBlock{","+ &types.SystemContentBlockMemberText{Value: SystemPrompt},"," },","+ Messages: []types.Message{{","+ Role: types.ConversationRoleUser,","+ Content: []types.ContentBlock{","+ &types.ContentBlockMemberText{Value: UserPrompt(req)},","+ },","+ }},","+ InferenceConfig: &types.InferenceConfiguration{","+ MaxTokens: aws.Int32(1024),","+ },"," })"," if err != nil {","- return nil, err","+ return nil, fmt.Errorf(\"bedrock converse: %w\", err)"," }","- out, err := b.client.InvokeModel(ctx, &bedrockruntime.InvokeModelInput{","- ModelId: aws.String(b.cfg.ModelID),","- ContentType: aws.String(\"application/json\"),","- Accept: aws.String(\"application/json\"),","- Body: body,","- })","- if err != nil {","- return nil, fmt.Errorf(\"bedrock invoke: %w\", err)","+","+ msg, ok := out.Output.(*types.ConverseOutputMemberMessage)","+ if !ok {","+ return nil, fmt.Errorf(\"bedrock: unexpected output variant %T\", out.Output)"," }","- var parsed struct {","- Content []struct {","- Text string `json:\"text\"`","- Type string `json:\"type\"`","- } `json:\"content\"`","- }","- if err := json.Unmarshal(out.Body, &parsed); err != nil {","- return nil, fmt.Errorf(\"bedrock decode: %w\", err)","- }","- for _, c := range parsed.Content {","- if c.Type == \"text\" {","- return parseAssessment(c.Text)","+ for _, block := range msg.Value.Content {","+ if t, ok := block.(*types.ContentBlockMemberText); ok {","+ return parseAssessment(t.Value)"," }"," }"," return nil, fmt.Errorf(\"no text content in bedrock response\")"]}],"originalFile":"package ai\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\n\t\"github.com/aws/aws-sdk-go-v2/aws\"\n\tawsconfig \"github.com/aws/aws-sdk-go-v2/config\"\n\t\"github.com/aws/aws-sdk-go-v2/credentials/stscreds\"\n\t\"github.com/aws/aws-sdk-go-v2/service/bedrockruntime\"\n\t\"github.com/aws/aws-sdk-go-v2/service/sts\"\n)\n\ntype BedrockConfig struct {\n\tRegion string `toml:\"region\"`\n\tModelID string `toml:\"model_id\"`\n\n\t// Profile, when set, selects a named profile from the shared AWS config\n\t// and credentials files instead of the default chain. Handy for local\n\t// dev; leave empty in prod so IRSA / Pod Identity take over.\n\tProfile string `toml:\"profile\"`\n\n\t// RoleARN, when set, wraps the resolved base credentials with an\n\t// AssumeRole call. Use for cross-account setups where IRSA grants a\n\t// role in one account and Bedrock lives in another. Base credentials\n\t// (from IRSA, profile, env, etc.) must be allowed to sts:AssumeRole it.\n\tRoleARN string `toml:\"role_arn\"`\n\tRoleSessionName string `toml:\"role_session_name\"`\n\tExternalID string `toml:\"external_id\"`\n}\n\ntype Bedrock struct {\n\tcfg BedrockConfig\n\tclient *bedrockruntime.Client\n}\n\nfunc NewBedrock(cfg BedrockConfig) (*Bedrock, error) {\n\tif cfg.ModelID == \"\" {\n\t\tcfg.ModelID = \"us.anthropic.claude-sonnet-4-6-v1:0\"\n\t}\n\n\topts := []func(*awsconfig.LoadOptions) error{awsconfig.WithRegion(cfg.Region)}\n\tif cfg.Profile != \"\" {\n\t\topts = append(opts, awsconfig.WithSharedConfigProfile(cfg.Profile))\n\t}\n\n\tawsCfg, err := awsconfig.LoadDefaultConfig(context.Background(), opts...)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"aws config: %w\", err)\n\t}\n\n\tif cfg.RoleARN != \"\" {\n\t\tprovider := stscreds.NewAssumeRoleProvider(sts.NewFromConfig(awsCfg), cfg.RoleARN, func(o *stscreds.AssumeRoleOptions) {\n\t\t\tif cfg.RoleSessionName != \"\" {\n\t\t\t\to.RoleSessionName = cfg.RoleSessionName\n\t\t\t}\n\t\t\tif cfg.ExternalID != \"\" {\n\t\t\t\to.ExternalID = aws.String(cfg.ExternalID)\n\t\t\t}\n\t\t})\n\t\tawsCfg.Credentials = aws.NewCredentialsCache(provider)\n\t}\n\n\treturn &Bedrock{cfg: cfg, client: bedrockruntime.NewFromConfig(awsCfg)}, nil\n}\n\nfunc (b *Bedrock) Assess(ctx context.Context, req ScoreRequest) (*Assessment, error) {\n\tbody, err := json.Marshal(map[string]any{\n\t\t\"anthropic_version\": \"bedrock-2023-05-31\",\n\t\t\"max_tokens\": 1024,\n\t\t\"system\": SystemPrompt,\n\t\t\"messages\": []map[string]any{\n\t\t\t{\"role\": \"user\", \"content\": UserPrompt(req)},\n\t\t},\n\t})\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tout, err := b.client.InvokeModel(ctx, &bedrockruntime.InvokeModelInput{\n\t\tModelId: aws.String(b.cfg.ModelID),\n\t\tContentType: aws.String(\"application/json\"),\n\t\tAccept: aws.String(\"application/json\"),\n\t\tBody: body,\n\t})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock invoke: %w\", err)\n\t}\n\tvar parsed struct {\n\t\tContent []struct {\n\t\t\tText string `json:\"text\"`\n\t\t\tType string `json:\"type\"`\n\t\t} `json:\"content\"`\n\t}\n\tif err := json.Unmarshal(out.Body, &parsed); err != nil {\n\t\treturn nil, fmt.Errorf(\"bedrock decode: %w\", err)\n\t}\n\tfor _, c := range parsed.Content {\n\t\tif c.Type == \"text\" {\n\t\t\treturn parseAssessment(c.Text)\n\t\t}\n\t}\n\treturn nil, fmt.Errorf(\"no text content in bedrock response\")\n}\n","userModified":false},"sourceToolAssistantUUID":"9b6b6bd1-088d-4a23-91c4-95ecdec3c226","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"type":"last-prompt","lastPrompt":"yes swap ai/berdrock.go from InvokeModel to the Converse API","leafUuid":"a3cfd5c0-f9bf-4da4-8d78-32e1cb948fce","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e"}
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{"parentUuid":"a3cfd5c0-f9bf-4da4-8d78-32e1cb948fce","isSidechain":false,"message":{"model":"claude-opus-4-7","id":"msg_01PewEDtpnQDHP9tbEH9sCq5","type":"message","role":"assistant","content":[{"type":"text","text":"Clean compile, clean vet. Summary of what changed in `ai/bedrock.go`:\n\n- Dropped `encoding/json` — no more hand-rolled request envelope.\n- Added the `bedrockruntime/types` import for the Converse type union.\n- `Assess` now calls `client.Converse` with typed `System` / `Messages` / `InferenceConfig`. The `anthropic_version` / `max_tokens` keys are gone; AWS handles that translation per provider.\n- Response is read by type-asserting the `ConverseOutput` union to `*ConverseOutputMemberMessage`, then walking content blocks for the first `*ContentBlockMemberText` — same downstream `parseAssessment` call as before.\n- Error wrap renamed `bedrock invoke:` → `bedrock converse:` so future log lines tell you which API was in play.\n\nRe-run with whichever Anthropic model ID you pinned — the Converse API should stop rejecting payloads regardless of whether you point it at a Messages-API or a legacy completions model."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":121,"cache_read_input_tokens":68126,"output_tokens":349,"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":121},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":349,"cache_read_input_tokens":68126,"cache_creation_input_tokens":121,"cache_creation":{"ephemeral_5m_input_tokens":121,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CaWhH2Bg1uxpA6Lk8iR8k","type":"assistant","uuid":"59be4608-fbbb-4d6c-a800-c74b04442c38","timestamp":"2026-04-28T19:08:38.400Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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{"parentUuid":"231ac8a4-d191-439b-804b-e653d4bb075d","isSidechain":false,"type":"system","subtype":"away_summary","content":"Goal was getting ruth's local stack working against AWS Bedrock. Just swapped ai/bedrock.go from InvokeModel to the Converse API; it builds clean. Next: re-run with your pinned Anthropic model ID and confirm scoring succeeds. (disable recaps in /config)","timestamp":"2026-04-28T19:11:43.738Z","uuid":"e3cb0b96-cdef-4142-9608-1691da3c0fb0","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/operations/apps/ruth","sessionId":"9cd8c0c2-c54e-4de6-8d8f-27e3d7f0947e","version":"2.1.121","gitBranch":"televibe-no-cap-fr-fr"}
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