GitHub
Documentation that follows your code
Generate documentation from merged pull requests. Capture architectural decisions, API changes, and implementation context with full commit and PR provenance attached to every output.
Connect the systems your teams already use.
PrautoDoc integrates through intentional intake channels, not uncontrolled data harvesting. Every source feeds the same governed intelligence pipeline.
How sources flow into governed documentation
Every integration connects through a unified intelligence layer with consistent evidence preservation, review controls, and publishing destinations.
Documentation Intelligence Pipeline
Sources
Manual Intake
Intelligence
Intelligence Layer
- Extraction
- Verification
- Source Preservation
evidence.coverage: 94.2%
Govern & Publish
Review
Approval queues
Governance
Audit trails
Publishing
Confluence · GitHub Pages
Confluence
GitHub Pages
Slack
Intentional intake from the channels that matter
Designate specific Slack channels for documentation intake. Engineering discussions become structured knowledge with preserved thread context and traceable source links.
Microsoft Teams
Enterprise chat, governed output
Capture technical decisions from Teams channels and threads. Design discussions enter the governance pipeline with source links intact and review workflows enforced.
Files
Specs, PDFs, and architecture notes
Upload architecture documents, design notes, PDFs, and specifications. PrautoDoc extracts structured intelligence while preserving original file references for audit and review.
Confluence
Publish where your teams already read
Push governed, versioned documentation directly to Confluence spaces. Every published page carries evidence links, approval history, and rollback capability.
Manual Intake
Human context, same governance
Platform leads, staff engineers, and architects submit context directly. Manual intake follows the same review queues, quality gates, and audit trails as automated sources.
Ready to bring governed documentation to your team?
Join the early access program. We are onboarding a limited set of engineering organizations and would love to hear from you.