Become a supervised AI-assisted builder
Plan, delegate, inspect, test, secure, and preserve AI-assisted software work.
What you will be able to do
Ship a reviewable project without confusing agent output with engineering proof.
Included tools
- Codex
- Claude Code
- Cursor
- Google Antigravity
- GitHub Copilot
Content map
See what you will learn—and whether the lessons are genuinely available or still an outline.
This proposed outline shows the intended direction. Its lessons are not published and may change before production.
Start safely2 lessons
- Prepare a recoverable repository baselineOutline only — lesson not published
- Plan and delegate a bounded changeOutline only — lesson not published
Practice the loop2 lessons
- Review diffs instead of trusting summariesOutline only — lesson not published
- Test behavior, security, and migration pathsOutline only — lesson not published
Apply independently1 lessons
- Ship with evidence and a rollback planOutline only — lesson not published