improvement-loop

To improve a pipeline after bug resolution, execute a structured post-mortem cycle that captures the problem, classifies the improvement, implements minimal changes, verifies the fix, and documents the outcome for traceability.

Documenting lessons learned from unexpected agent behavior requires classifying the root cause and applying minimal, well-justified updates to relevant pipeline scripts, agents, or hooks, followed by versioning the changes for future audits.

Post-mortem process improvements should be applied after an issue is fully resolved and not during in-flight tasks, ensuring the pipeline updates are non-disruptive and focused on long-term traceability rather than immediate fixes.

Pipeline updates are traceable and safe when you follow a five-step workflow that enforces capturing the problem, classifying the improvement, making minimal changes, verifying the fix, and documenting the final outcome.

Yes, you can proactively update pipeline scripts, agents, and hooks when recurring patterns or inefficiencies are observed, applying the same structured cycle to ensure changes are minimal, verified, and properly documented.

No, post-mortem pipeline improvement is non-disruptive by design, focusing strictly on iterative learning and updates after tasks are finished rather than tweaking configurations during in-flight operations.