Version 6.0
AI-first product & engineering
TEX for Schools · AI Build Sessions Sydney
Rebuilt how the TEX for Schools team ships, with AI as the operating model instead of a helper: agentic IDEs, background agents for scaffolding, tests and review, and prompt playbooks as institutional memory. Now I help other teams do the same.
- Feature delivery cut from 1–2 weeks to 2–3 days
- Code review turnaround from 1–2 days to same-day, via AI pre-review
- Bugs from new releases down by more than half
- New-developer onboarding from ~2 weeks to under 5 days
- Published the Agentic Development Ladder, a free field guide for AI-first teams
- Added a leadership edition of the ladder self-assessment, and a check-by-check comparison with engineering
AI doesn't speed up the old process. It rewards teams willing to change the process.


