Development
Intent Coherence Starter Pack
Spec-to-implementation drift is the silent failure mode of LLM-assisted development. This starter pack is the practical kit — a lode template, an eval harness skeleton, and 20 starter test cases — for keeping intent and code aligned without slowing the team down. Lode template attributed to FJ Zeit.
What's inside
- Lode template (markdown files for project knowledge, by FJ Zeit)
- Eval harness skeleton wired for OpenAI / Anthropic / local models
- 20 starter test cases across common drift modes
- README with the Intent Coherence discipline overview
Who it's for
Engineering leaders running AI-assisted teams who notice spec and code keep parting ways. Adoptable solo; high-value for teams of three or more.
Lode template attributed to FJ Zeit — fjzeit.github.io/coding/lode-coding-basics
Send me the Coherence Starter Pack
Email-only. I'll deliver the GitHub repo link and PDF readme to your inbox.