Incident Response — Agentic MTTR Demo

INC178149437145717

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 · -5d ago — Monitor alert overlapping scheduled node pool maintenance window
INC178006970147415 · infrastructure/P4 · 12d ago — Monitor alert overlapping scheduled node pool maintenance window
INC17806296328565 · infrastructure/P4 · 7d 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 puts nodes into a reduced‑capacity state; this does not impact customer traffic, making the alert a false positive tied to maintenance activity.
  • [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
Assessed: P4 / infrastructure
Self-reported confidence: 95% (audit-only — not used by the gate)
openai/gpt-oss-120b · 1338ms
Severity / Routing Agent
ran in parallel
P4 / infrastructure
Routed to: infrastructure-platform-team
The incident is a known, expected state occurring during a scheduled maintenance window. There is no customer impact, and historical data indicates this is a recurring alert for anticipated infrastructure activities.
Self-reported confidence: 100% (audit-only — not used by the gate)
gemini-flash-lite-latest · 879ms
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 triggered by a scheduled node‑pool maintenance window and does not affect customer traffic. The diagnosis confirms this is a false positive, and the matched runbook explicitly recommends no_action_needed for such cases. Therefore, no remediation action is required.
openai/gpt-oss-120b · 1126ms
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 was identified as a false positive caused by a routine, scheduled maintenance window which is expected behavior. No impact to customer traffic was observed, and the action taken adheres strictly to the documented runbook.
Self-reported confidence: 100% (audit-only — not used by the gate)
gemini-flash-lite-latest · 888ms