AI Documentation Generator

Docs That Write
Themselves

AI agents that update your README, API docs, and architecture decision records every time code changes. No stale documentation, ever.

Documentation Drifts. AI Fixes It.

Most documentation goes stale within weeks of being written. Engineers change code but forget to update the docs. API consumers hit outdated endpoints. New team members onboard using incorrect information. AutoDevOps solves this with AI agents that monitor code changes and automatically update relevant documentation.

Triggers on Git Events

The doc-updater agent runs on post-merge and post-commit hooks. It reads your diff and updates the relevant documentation files automatically.

Always In Sync

Documentation is updated in the same commit or PR as the code change. No separate documentation tickets or manual follow-ups.

Context-Aware

The AI agent understands your full codebase context, not just the diff. It knows which docs are affected by which code changes.

What the Doc Agent Generates

README & Getting Started

Keeps your README installation steps, config examples, and feature lists accurate as code evolves.

Installation instructions stay current
Feature lists auto-update
Config examples match actual schema

API Documentation

Detects endpoint changes, new parameters, and response schema updates. Generates OpenAPI-compatible docs.

Endpoint additions and removals
Parameter and response type changes
OpenAPI spec synchronization

Architecture Decision Records

Automatically drafts ADRs when significant architectural changes are detected in commits.

Detects structural changes
Uses your ADR template
Records rationale from commit messages

Changelog & Release Notes

Generates human-readable changelogs from commit history with categorized entries.

Grouped by features, fixes, breaking
Links to PRs and issues
Markdown and HTML output

Configure in YAML. Run on Every Commit.

.autodevops.yml
yaml
agents:
  post-merge:
    # Update README and API docs after merge
    - name: doc-updater
      targets: ["README.md", "docs/api/"]
      style: concise        # concise | verbose | technical

    # Generate ADR for architectural changes
    - name: adr-writer
      template: "decisions/template.md"
      threshold: major       # only for significant changes

  on-release:
    # Generate changelog from commits since last tag
    - name: changelog-generator
      format: markdown
      group_by: conventional_commits

Stop Writing Docs Manually

Install the CLI, configure your doc targets, and let AI agents keep everything in sync.