Produces API documentation, architecture descriptions, runbooks and change summaries from code and history.
Generates and maintains technical documentation from the codebase and its history, addressing the reality that documentation is written once and diverges immediately.
API reference, change summaries, and architecture description of systems that have outgrown their documentation.
Documentation carrying design rationale. Why a decision was taken is not recoverable from the code that resulted from it.
Generated documentation must be marked as generated and dated, so a reader knows whether it reflects the current state.
Describing what the code does while omitting why, producing documentation that is accurate and unhelpful.
Maintaining API reference documentation that regenerates on each release, alongside hand-written rationale that does not.
Two different absences share this shape. Foundational solutions get built whatever the domain, so no domain links them; the rest are solutions this domain genuinely does not reach for. v_ai_solutions_unlinked separates the two.