event: reset

workflow_stage: triage

last_action_result: Episode reset.

service: api-gateway

severity: critical

service: database

service: worker

severity: warning

service: stripe-webhook

service: email-queue

api-gateway: degraded

cache: healthy

database: crashed

worker: degraded

query_metrics: service metric

prompt_text:
TICK 0/12
WORKFLOW_STAGE: triage

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- [CRITICAL] api-gateway: Login requests are returning sustained 502s.
- [CRITICAL] database: Database process is crashing under repeated overload.
- [WARNING] worker: Worker queue depth and retry volume spiked after a recent rollout.

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0
- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0

USER_IMPACT: 0.82
SLO_BURN_RATE: 0.91
LAST_ACTION_RESULT: none
TOOL_OUTPUT: none
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: pending - Database recovery has not been verified yet.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


event: step

last_action_result: Queried deploy history for worker.

message: api-gateway is degraded.

message: database is unavailable.

message: worker is degraded.

prompt_text:
TICK 1/12
WORKFLOW_STAGE: triage

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- [WARNING] api-gateway: api-gateway is degraded.
- [CRITICAL] database: database is unavailable.
- [WARNING] worker: worker is degraded.

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0
- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0

USER_IMPACT: 0.82
SLO_BURN_RATE: 0.91
LAST_ACTION_RESULT: Queried deploy history for worker.
TOOL_OUTPUT: Rolled out worker@2026.04.23-bad 12 minutes ago.
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: pending - Database recovery has not been verified yet.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


affected_services: worker database api-gateway

message: api-gateway is degraded.

message: database is unavailable.

message: worker is degraded.

prompt_text:
TICK 2/12
WORKFLOW_STAGE: triage

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- [WARNING] api-gateway: api-gateway is degraded.
- [CRITICAL] database: database is unavailable.
- [WARNING] worker: worker is degraded.

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0
- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0

USER_IMPACT: 0.82
SLO_BURN_RATE: 0.91
LAST_ACTION_RESULT: Hypothesis recorded. Reward reflects root-cause accuracy, service localization, confidence calibration, and next-action quality.
TOOL_OUTPUT: none
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: pending - Database recovery has not been verified yet.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


workflow_stage: mitigation

message: api-gateway is degraded.

message: database is unavailable.

worker: healthy

prompt_text:
TICK 3/12
WORKFLOW_STAGE: mitigation

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- [WARNING] api-gateway: api-gateway is degraded.
- [CRITICAL] database: database is unavailable.

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0
- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0

USER_IMPACT: 0.55
SLO_BURN_RATE: 0.58
LAST_ACTION_RESULT: Rolled back the worker deploy; the underlying cause is removed.
TOOL_OUTPUT: none
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: pending - Database recovery has not been verified yet.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


api-gateway: healthy

database: healthy

prompt_text:
TICK 4/12
WORKFLOW_STAGE: mitigation

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- none

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0
- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0

USER_IMPACT: 0.14
SLO_BURN_RATE: 0.18
LAST_ACTION_RESULT: database restarted cleanly after the triggering cause was removed.
TOOL_OUTPUT: none
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: pending - Database recovery has not been verified yet.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


workflow_stage: validation

last_action_result: Ran database_recovery check.

prompt_text:
TICK 5/12
WORKFLOW_STAGE: validation

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- none

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0
- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0

USER_IMPACT: 0.14
SLO_BURN_RATE: 0.18
LAST_ACTION_RESULT: Ran database_recovery check.
TOOL_OUTPUT: Database is healthy and no longer failing.
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: passed - Database is healthy and no longer failing.
- end_to_end: pending - End-to-end health has not been verified yet.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


last_action_result: Ran end_to_end check.

tool_output: End-to-end login traffic is healthy.

prompt_text:
TICK 6/12
WORKFLOW_STAGE: validation

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- none

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0
- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0

USER_IMPACT: 0.14
SLO_BURN_RATE: 0.18
LAST_ACTION_RESULT: Ran end_to_end check.
TOOL_OUTPUT: End-to-end login traffic is healthy.
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: passed - Database is healthy and no longer failing.
- end_to_end: passed - End-to-end login traffic is healthy.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved


workflow_stage: resolved

prompt_text:
TICK 7/12
WORKFLOW_STAGE: resolved

INCIDENT_SUMMARY:
A bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.

ACTIVE_ALERTS:
- none

NOISE_ALERTS (historically unrelated — resist querying these):
- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).
- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).

SERVICES:
- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0
- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0
- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0
- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0

USER_IMPACT: 0.14
SLO_BURN_RATE: 0.18
LAST_ACTION_RESULT: Incident declared resolved after passing objective checks.
TOOL_OUTPUT: none
FAILURE_TYPE: none
WHY_FAILED: none

CHECKS:
- database_recovery: passed - Database is healthy and no longer failing.
- end_to_end: passed - End-to-end login traffic is healthy.

ALLOWED_ACTIONS:
- query_logs
- query_metrics
- query_dependencies
- query_deploys
- rollback_deploy
- restart_service
- run_check
- isolate_service
- escalate
- submit_hypothesis
- declare_resolved