5.1 Pipeline reliability
5.1 Pipeline reliability
plan → implement → PR flows end-to-end with reliable triggers, webhooks, and transitions between stages
Levels
Level 0
Manual end-to-end; or triggers frequently break
Level 1
Pipeline exists but flaky — triggers break, webhooks drop, stages require manual nudging
Level 2
Reliable pipeline with agent-driven transitions; webhooks monitored and self-healing
Level 3
Pipeline bottlenecks and trigger failures auto-detected; throughput improves measurably over time; flakiness decreases