DraftStack
Your docs are the API for AI
LLMs, copilots, and AI agents read your documentation to write code, build integrations, and answer questions. Every stale page is a hallucination waiting to happen.
DraftStack keeps your docs accurate, automatically. So AI always has the right context.
Rename getUser() to fetchUser() for consistency
API method renamed affects all client code
AFFECTED FILES (3)
One stale page. Thousands of wrong answers.
Code changes daily
Auth flows shift. Endpoints get renamed. Config options get added.
Docs go stale
Nobody updates them. It's tedious, easy to forget, always deprioritized.
AI gets it wrong
Agents, copilots, and RAG pipelines repeat the wrong answer at scale.
Your documentation is the infrastructure AI uses to understand your product. DraftStack keeps the source of truth accurate.
Who's reading your docs right now
Your documentation is consumed programmatically more than manually. These systems depend on it being accurate.
AI Coding Assistants
Copilot, Cursor, Claude
Read your docs to generate integration code, API calls, and configuration for your users.
Support & RAG Pipelines
ChatGPT, custom bots
Index your docs to answer customer questions. Wrong docs = wrong answers in every conversation.
Agent Frameworks
LangChain, CrewAI, custom agents
Agents parse your docs to build integrations, call APIs, and orchestrate workflows autonomously.
AI Search & Overviews
Google AI, Perplexity, ChatGPT Search
Synthesize your docs into summaries shown to millions. Stale content propagates everywhere.
How it works
Connect your repos. DraftStack handles the rest.
Four passes, zero guesswork
Every PR goes through a multi-stage pipeline that analyzes, plans, generates, and reviews. Your docs stay accurate for every agent and user that reads them.
Analyze
Reads the PR diff and determines if docs need updating. Skips dependency bumps, CI changes, and test-only PRs automatically.
skip_patterns: - "**/*.test.*" - "package-lock.json" - ".github/**" skip_authors: - "dependabot[bot]"
Plan
Identifies which doc pages are affected and creates a coordinated editing plan across files.
affected_files: - getting-started.md (update auth section) - api-reference.md (add OAuth params) - changelog.md (add entry) edit_scope: TARGETED
Generate
Writes the documentation updates in parallel, matching your existing style and voice. Applies per-change-type style guides.
- Pass your API key to the constructor:
+ Pass your API key or OAuth token:
+
+ const client = new Acme({
+ apiKey: process.env.ACME_KEY,
+ oauthToken: token,
+ });Review
Self-reviews for hallucinations, over-writes, and style drift. Ensures docs are accurate enough for both human readers and LLM consumption. Regenerates files with blocking issues.
✓ No hallucinated APIs or params ✓ Existing content preserved ✓ Style matches surrounding docs ✓ Code examples compile ✗ Changelog entry too verbose → regenerating
What lands in your workflow
Review suggestions in your inbox, merge draft PRs, and get Slack alerts. Your docs are always accurate for the AI reading them.
Update auth docs for OAuth 2.0 support
PR #142 · api-server · 3 files
Add rate limiting section to API reference
PR #138 · api-server · 1 file
Update SDK installation instructions
PR #89 · web-client · 2 files
docs/update-auth-oauth ← main
New documentation update suggested
PR #142 in api-server may require updates to 3 documentation files.
View suggestion →
Set up in five minutes
No config files. No CLI tools. Just a GitHub App and a dashboard.
Sign up
One click. Select your org and the repos you want to monitor.
Configure
Pick your docs repo, set skip rules, paste your LLM API key.
Get your first suggestion
Merge a PR and DraftStack generates a doc update within minutes.
Make your docs AI-ready
Set up in minutes. Every merged PR keeps your documentation accurate for the AI systems that depend on it.