The Workbench
Practitioner's Workbench for Team Context Engineering
A hands-on training programme that teaches development teams how to build shared context infrastructure for AI — so it compounds across people and sessions, not reset to zero.
Practitioner LoginThe Problem
Your team uses AI every day. But every conversation starts from scratch. No shared memory. No history of decisions. The why behind choices is lost.
Memory Bank and prompt engineering help individuals. They don't solve the team problem. Everyone's still working alone.
What We Teach
Context engineering as a team methodology — not individual prompting tricks. Shared infrastructure that the whole team contributes to and benefits from.
- How to build persistent context that survives across sessions
- Decision logging with reasoning — so the AI (and your team) can understand why
- The handoff test — can someone pick up your work from context alone?
- The progression from context to refinement to autonomy
The Format
4 days intensive (on-site) → 2-week sprint (your real projects) → 4 days intensive (on-site). Not a course you watch and forget. You practice on real work.