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Documentation written at commit time, not reconstructed later
Architecture overviews, API references, data flows and decision logs generated from the repository itself, and rewritten when the code they describe changes.
* Modelled from published industry benchmarks, not measured customer results.
The gap between what shipped and what engineering knows
Engineers lose 4+ hours a week to writing and maintaining docs (roughly $124,800/year of hidden cost per 10-person team) for docs that are stale within weeks.
Support and sales use engineers as human query endpoints, and every interruption costs far more than the answer.
Architectural decisions made years ago have no trail. When that code breaks, one person knows why, if they still work here.
Architecture docs that never drift from the code.
- Architecture, API and data-flow docs generated from commits and PRs
- Docs update in place when the code they describe changes
- New engineers ramp on a structured, code-current onboarding path
- Documentation coverage gaps surfaced per module before they bite
One source of truth. Four audiences.
The same repository, read four different ways, so no team is working from a version of the product that no longer exists.
Connect your repository. See what it already knows.
Read-only access, no engineering lift. We will show you what Knops generates for engineering from your own code.
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