Audit our Q3 deployment pipeline and identify the top 3 reliability risks.
DV
Tool execution
github.list_workflows412ms
datadog.query_incidents880ms
knowledge.search('postmortem')240ms
Reasoning · 3 steps
- Identified 142 deploys across 6 services
- Correlated 11 incidents with deploy windows
- Detected pattern: rollback latency exceeds SLO in 3 services
Starting audit. Pulling deployment telemetry from the last 90 days and cross-referencing incident postmortems.
DV
Top 3 reliability risks identified:
1. **Rollback latency** in `payments-api` averages 8m 12s (SLO: 3m).
2. **Untested migrations** ship in 22% of deploys to `core-db`.
3. **Feature flag sprawl** — 47 stale flags affecting cold-start.
Want me to open Linear tickets and draft mitigation plans?
DV
drafting Linear tickets…
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