S04E05 · John / Takeoff

Building Self-Improving Engineering Systems

Lesson

Stub

Planning stub — the outline is here; this section is not yet written for learners.

Outline

  • Feedback: traces, failures, corrections, evaluations, review findings, human decisions
  • Evaluation: proof ladders, baselines, validators, regression checks, versioned results
  • Distillation: turning successful runs into skills, rules, workflows, context, reusable agents
  • Optimization: refining profiles, routing, tools, environments, model selection based on observed outcomes
  • Governance: proposing, testing, approving, versioning, rolling back system changes

Outcome

Lesson

Takeaways