QA ALIGN
QA ALIGN
Deterministic Automation Systems
Runbooks Sprint Plan

Runbook 15 — CI failure triage agent

This preview outlines the capability introduced by this runbook and the role it plays in the larger automation system.

What this runbook does

Failure artifacts are only valuable if they can be interpreted quickly and consistently. This runbook introduces a deterministic triage layer that classifies failed tests, prioritizes evidence, and provides bounded next-step guidance without pretending to resolve the issue automatically.

What it proves

Failure handling becomes operationalized—reducing confusion, shortening time-to-orientation, and creating a scalable path from signal to action.

Access

The full runbook includes triage logic, output shape, evidence-first review flow, and guardrails for deterministic first-pass diagnosis.

Access full runbook