How ProdRescue works during real incidents
This page is the full flow. From noisy logs to RCA, then from RCA to PR draft, with engineer approval at the end.
4-layer intelligence engine
Step-by-step pipeline used on each incident.
Layer 1 - Denoising
Cleans noisy logs, keeps timestamps and critical signals.
Layer 2 - RCA
Finds the most likely root cause and the incident timeline.
Layer 3 - Evidence Mapping
Links claims to concrete log lines and controls confidence.
Layer 4 - Assembly
Builds action-ready incident output for engineering and leadership.
Layer 1 - Denoising
Cleans noisy logs, keeps timestamps and critical signals.
Layer 2 - RCA
Finds the most likely root cause and the incident timeline.
Layer 3 - Evidence Mapping
Links claims to concrete log lines and controls confidence.
Layer 4 - Assembly
Builds action-ready incident output for engineering and leadership.
Fix-to-PR flow
Logs -> Root cause -> Fix suggestion -> PR draft -> Engineer review.
1Root cause
Evidence-backed issue identified
2Fix suggestion
Code-level patch proposal generated
3PR draft
Branch + PR opened in your repo
4Engineer review
Team validates and edits if needed
Important: ProdRescue never auto-merges code.
We create a PR draft only. Your engineers review, approve, and decide if it should be merged.