Incident Response — Agentic MTTR Demo

INC177903418357521

P4resolvedai_assisted

Monitor alert overlapping scheduled node pool maintenance window

Pipeline Status
Context Assembly
Diagnose Agent
Severity / Routing Agent
Scenario Match
Remediate Agent
Confidence Gate
Gate Decisionauto executed
Execute Action
Verify Agent
Resolution
Assembled Context — bounded to last 30 minutes
Rolling logs
Recent commits
(none in lookback window)
Similar past incidents
INC178161931567114 · infrastructure/P4 · -33d ago — Monitor alert overlapping scheduled node pool maintenance window
INC178006970147415 · infrastructure/P4 · -16d ago — Monitor alert overlapping scheduled node pool maintenance window
INC17806296328565 · infrastructure/P4 · -22d ago — Monitor alert overlapping scheduled node pool maintenance window
Diagnosis Agent
ran in parallel
The degraded status alert was triggered by the scheduled node‑pool maintenance window, which intentionally places the pool in a degraded state during the maintenance period.
  • [maintenance-scheduler] scheduled node pool maintenance window active 02:00-04:00 UTC
  • [monitor] node-pool-us-east reporting degraded status during active maintenance window
  • [monitor] no customer-facing error rate increase observed
  • Similar past incidents were classified as infrastructure/P4 with the same pattern
Assessed: P4 / infrastructure
Self-reported confidence: 95% (audit-only — not used by the gate)
openai/gpt-oss-120b · 1433ms
Severity / Routing Agent
ran in parallel
P4 / infrastructure
Routed to: infrastructure-platform-team
The reported degradation is a direct result of a scheduled node pool maintenance window. There is no customer-facing impact, and historical data indicates this is a known, expected behavior for these maintenance events, consistently classified as P4.
Self-reported confidence: 100% (audit-only — not used by the gate)
gemini-flash-lite-latest · 922ms
Scenario Matcher
deterministic, pre-LLM
Scheduled maintenance window overlap
Alerts overlapping a known maintenance window are expected noise; no automated remediation action is warranted.
Match score: 87% · Recommended action: no_action_needed
Matched tags: maintenance, scheduled, overlap
Remediate Agent
grounded by runbook match, pre-gate
Proposed action: no_action_needed
The alert was generated during a scheduled node‑pool maintenance window, which intentionally places the pool in a degraded state. No customer impact was observed and the runbook for overlapping maintenance recommends no remediation. Therefore, no action is needed.
openai/gpt-oss-120b · 1159ms
Confidence Gate
auto_executed

Computed from 4 measurable signals — not the model's self-reported confidence.

Severity match rate100%
x
Runbook coverage87%
x
Data completeness67%
x
Recency100%
x
Computed confidence (v1)91%
Auto-execute threshold: 75%
Proposed action: no_action_needed
Verify Agent
runs after execution
Resolved · residual risk: none
Follow-up: none
The alert is a documented side effect of scheduled maintenance. No customer impact occurred and the system state is expected given the maintenance window.
Self-reported confidence: 100% (audit-only — not used by the gate)
gemini-flash-lite-latest · 822ms