Features
AI provider disclosure: DocFlow combines deterministic AST parsing with DeepSeek's deepseek-chat model for draft generation. Generated documentation is presented for developer review before use.
PR-Triggered Auto-Documentation
After every PR merge, DocFlow automatically analyzes the diff and generates documentation updates, keeping your docs synced with every ship.
AST + DeepSeek LLM Hybrid Engine
AST analysis extracts exact function signatures, parameters, types, and class structures. DocFlow's current production AI provider is DeepSeek, using deepseek-chat by default for natural-language documentation drafts.
struct Node {type: AST_TYPE,
body: string
}
Incremental Processing
DocFlow is designed to analyze changed files in a PR instead of the entire codebase, reducing unnecessary processing.
PR Comment Preview
DocFlow posts a PR comment showing exactly what it will change. You review and edit before anything lands on main.
Automatic Changelog
Every PR gets a semantic changelog entry generated from commit messages plus deep code analysis.
Multi-Language Support
Python, JavaScript, and TypeScript at launch. Go, Rust, and Java coming next to cover the full developer stack.