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Agent-Assisted Engineering

Topic

Frame, plan, execute, delegate, verify, review, and improve coding-agent work inside real repositories.

~15h16 lessons

Lessons

  1. Agent Workbench Engineering: Why Capable Models Still Fail~1h
  2. Frame the Task Before the Agent Writes Code~1h
  3. Build an Evidence-Backed Execution Plan~1h
  4. The Minimal Agent Workbench~1h
  5. Agent Instructions as Executable Constraints~1h
  6. Repo Memory and Durable State~1h
  7. Initialization Scripts for Agents~1h
  8. Scope Contracts and Task Boundaries~1h
  9. Runtime Feedback Loops~1h
  10. Verification Gates~1h
  11. Reviewer Agent: Separate Builder from Marker~1h
  12. Delegate Agent Work with Isolation and Merge Contracts~1h
  13. Multi-Session Handoff~1h
  14. The Workbench on a Real Repo~1h
  15. Turn Every Agent Correction into a System Improvement~1h
  16. Capstone: Ship a Reusable Agent Workbench Pack~1h