Powerful Features for Modern Teams
DocFlow brings automated documentation to your GitHub workflow. No extra tools, no manual step — just docs that keep themselves current.
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PR-Triggered Auto-Documentation
After every PR merge, DocFlow automatically analyzes the diff and generates documentation updates. Unlike manual tools that require you to upload code or click 'generate,' DocFlow runs on autopilot — no extra steps.
Documentation stays in sync without anyone scheduling time to write it. Ship code; docs follow.
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AST + LLM Hybrid Engine
AST analysis extracts exact function signatures, parameters, types, and class structures. LLM generates natural-language descriptions from those facts. Pure LLM approaches hallucinate function names — AST provides ground truth.
Accurate docs you can trust. No invented APIs, no wrong parameter types.
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Incremental — Processes Only Changed Files
DocFlow analyzes only the files changed in a PR, not the entire codebase. This makes it faster than full-repo scans, reduces cost, and produces less noise with each run.
Sub-30-second doc generation. You get targeted updates, not a rewritten README every time.
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PR Comment Preview (Review Before Merge)
DocFlow posts a PR comment showing exactly what it will change — README sections, new inline comments, changelog entries. You review and edit before anything lands on main.
Full control. AI proposes; you decide. No rogue doc changes hitting production.
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Automatic Changelog Generation
Every PR gets a semantic changelog entry generated from commit messages plus code analysis. No more 'I'll write the changelog later' — it's done the moment the PR merges.
Your changelog is always complete and accurate. Better releases, happier users.
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Multi-Language Support (MVP)
Supports Python, JavaScript, and TypeScript at launch. The AST engine understands modern ES6+ syntax, TypeScript generics, and Python type hints.
Works with the languages your team actually uses. Go, Rust, and Java coming next.
Ready to automate your documentation?
Connect DocFlow to your GitHub repo. Documentation becomes an automatic byproduct of shipping code.