documentation-drift

Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds the freshness OKF leaves out - it fails the build when the code a doc describes changes. Deterministic, no LLM.

Context engineering and governed workflows for AI coding agents. Keep project knowledge coherent, route work to specialists, and scale from small fixes to bounded autonomous loops.

Breadcrumbs adds traceability to spec-driven development, whatever approach you use.

Docs that keep up with your product. Open source, checks every page against the app, drafts the fix.

Land governed project knowledge in a canonical Stable Knowledge Graph, route work by surface, and keep it coherent with graph validation.

Finds documentation that no longer matches your code. Deterministic AST check for pull requests; no API key. TypeScript, JavaScript, Python.

Detect documentation drift: find docstrings, JSDoc comments and README examples that no longer match your code. VS Code extension, docs-drift CLI and GitHub Action.

Bind documentation claims to tiered code fingerprints. Catch stale CLAUDE.md, AGENTS.md and docs at write time inside Claude Code and Codex, with a tamper-evident history.

A context-aware AI code review bot that acts like a Senior Engineer. Features 2-stage triage, documentation drift detection, and architectural enforcement.

Generate docs from your code graph and docstrings, then gate them in CI so they can never go stale.

Find the sentences in your docs that stopped being true. docsync binds documentation to the code, config and facts it describes, and `ds check` names every sentence whose code changed, moved or vanished, with the diff and the fix. Go CLI and library, MCP server for AI coding agents, LSP, GitHub Action, Hugo and Docusaurus.

Finds the docs your code change just made false - cites the exact line or says nothing. A Claude Code and Codex plugin, plus a GitHub Action. Rewrites nothing unasked.

🔍 AI-powered Code↔Docs Drift Detector and Security-first Auditing Pipeline built for the Anna Hackathon

A pi prompt template that keeps CLAUDE.md in sync with your codebase — generates it on first run, then audits drift and updates it surgically as your project evolves

Keeps architecture diagrams honest — binds D2 diagram nodes to real repo paths and fails CI when they diverge

Governed, bitemporal reconciliation between a codebase and the documentation that describes it. Built on Ontolith.

Tracks documentation freshness vs code churn to identify outdated AI agent context

GitHub Action that automatically flags stale documentation by detecting drift between code changes and project docs using LLMs.

Finds documentation that has quietly stopped being true - and reports what it could not determine. Drift detection + git-versioned architecture memory (OKF) for AI coding agents.

Detect verifiable documentation drift in TypeScript repositories.