§03 · For engineering teams
Make your engineers ship AI-assisted code that holds.
Your team is shipping faster than you can review. The patterns drift. The tech debt accumulates in a shape you can feel but can't name. Senior time is the bottleneck — every prompt is a tax on it.
We move the discipline upstream. Pattern enforcement, knowledge retrieval, and review-relevant context — encoded in the harness, applied at the moment of generation. The same memory infrastructure running in production at a tech-driven bank, adapted to your team.
What you get
- 01
FDE training
Forward-deployed engineering as a discipline. Your seniors learn to work next to the model, not around it.
- 02
A knowledge store
Deployable, scalable, queryable by both humans and LLMs. Procedures, decisions, institutional lore — not buried in Slack.
- 03
Approved patterns
Captured from your lead engineers and architects. The model generates from these — output stays on-pattern, deterministically.
- 04
Review-load relief
Senior time is the bottleneck. We move pattern enforcement upstream into the harness so reviewers approve, they don't debug.
How it works
A two- to four-week pilot with one team. We sit with the leads and architects, capture the patterns that already exist in their heads, and stand up the knowledge store + harness around them. Workshops alongside. The pilot ships a real feature on the new rails — then you decide what to roll out.
← Simpler version
Run your business →Outgrowing this? →
Unlock your codebase + data →Talk
Pilot with one team. Decide from there.