Incident Response — Agentic MTTR Demo

INC17798525214325

P3resolvedai_assisted

Nightly backup job failed for orders-db snapshot

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
INC177853504132017 · storage/P3 · 14d ago — Nightly backup job failed for orders-db snapshot
INC178142854854318 · storage/P3 · -20d ago — Nightly backup job failed for orders-db snapshot
INC17807719096124 · storage/P3 · -11d ago — Nightly backup job failed for orders-db snapshot
Diagnosis Agent
ran in parallel
The nightly snapshot job could not maintain a stable connection to the backup storage service, causing a connection reset and backup failure.
  • ERROR snapshot job orders-db-nightly failed: connection reset
  • WARN last successful backup 26 hours ago (SLA 24h)
  • Similar past incidents also classified as storage/P3
Assessed: P3 / storage
Self-reported confidence: 85% (audit-only — not used by the gate)
openai/gpt-oss-120b · 1335ms
Severity / Routing Agent
ran in parallel
P3 / storage
Routed to: storage-infrastructure-team
The issue involves a failed nightly backup job, which is a repeated, non-critical failure causing a slight breach of SLA. It does not represent an immediate outage or data loss, fitting the P3 definition.
Self-reported confidence: 95% (audit-only — not used by the gate)
gemini-flash-lite-latest · 998ms
Scenario Matcher
deterministic, pre-LLM
Backup job failure
Transient backup job failures are commonly resolved by restarting the backup service before escalating a persistent failure.
Match score: 81% · Recommended action: restart_service
Matched tags: backup, snapshot
Remediate Agent
grounded by runbook match, pre-gate
Proposed action: restart_service
team: storage-infrastructure-team · reason: Transient connection reset caused backup failure · message: Restart backup service to re-establish storage connection · serviceName: backup-service · justification: Restart likely clears stale connections and resolves the issue
The runbook advises restarting the backup service for transient failures. The diagnosis points to a connection reset, a typical transient issue, so restarting the backup service is the appropriate bounded action.
openai/gpt-oss-120b · 1228ms
Confidence Gate
auto_executed

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

Severity match rate100%
x
Runbook coverage81%
x
Data completeness67%
x
Recency100%
x
Computed confidence (v1)88%
Auto-execute threshold: 75%
Proposed action: restart_service
Verify Agent
runs after execution
Resolved · residual risk: low
Follow-up: none
The service restart successfully cleared the transient connection reset error. While the backup process is back online, a low residual risk remains in case the root cause of the network instability recurs during subsequent scheduled runs.
Self-reported confidence: 95% (audit-only — not used by the gate)
gemini-flash-lite-latest · 920ms