Automated Verification of Deployments for Risk Assessment

on YouTube ↗20m

" summary

Automated verification plugs into Spinnaker pipelines and runs as an API-based stage (OpsMx Autopilot) that profiles logs and metrics, compares a new release to a learned baseline, and emits a 0–100 confidence score for promotion. Demo analyzes ~100 KB of logs, finds clustered SQL connection errors in the first five minutes plus increased latency, correlates across multiple services, identifies a transient VPC routing issue, and validates that rollback or promote decisions are driven by the score.

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" chapters (12)

1. 0:00Introduction to automated verification
2. 1:26Why automated verification is needed
3. 3:54Limitations of manual verification
4. 6:20Where to integrate automated verification
5. 8:47How automated verification works
6. 10:11Spinnaker overview and demo setup
7. 12:59Demo of automated analysis in pipeline
8. 14:25Interpreting analysis reports
9. 16:57Analyzing logs and metrics
10. 18:21Multi-service dependency analysis
11. 19:26Benefits of automated verification
12. 19:46Q&A and closing

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