Stop re-explaining
your domain.
Generic AI forgets your codebase between prompts. The framework gives it typed standing documents, domain rules, ADRs, compliance guardrails, module contracts, layered so the right knowledge loads at the right moment. New developers ramp in days, and the domain gets sharper with every feature instead of being re-explained each time.
ADRs
Architecture decisions, captured once and cited by every agent, so the same trade-off is never re-litigated.
Compliance guardrails
PHI rules, tenant isolation and module boundaries, written as enforced standing documents, not wiki prose.
Module contracts
What each module owns and exposes, so agents respect boundaries instead of reaching across them.
Domain rules + glossary
The language of the business, encoded once, so "encounter" or "care plan" means the same thing everywhere.
"Most prompts need 5% of the context but pay for 100%."
Scoped context is the lever, the wrong context hallucinates, too much context wastes tokens. Loading exactly the standing documents a task needs is what makes the framework cheaper and more accurate at the same time.
feature.md → epic, so the overview is always current without anyone updating a board. This is the ledger that ROI reporting → reads.