Keeps your technical docs, API references, and internal wikis accurate. Detects changes, writes updates, and flags outdated pages, without anyone asking.
Capabilities
Writes and updates product documentation from PRs and tickets
Maintains API reference docs when endpoints change
Flags outdated docs that don't match current product behavior
Standardizes formatting and structure across all docs
Scans new PRs for doc-impacting changes automatically
Reports weekly on doc freshness and coverage gaps
Goal example
"Every feature documented within 48 hours of release. Zero pages referencing deprecated features."
That's the entire setup. No prompts. No workflows.
Differentiators
Your AI writer monitors every PR and ticket. When a change affects documentation, it detects it, writes the update, and submits for review, before the engineer even thinks about docs.
Weekly freshness audits scan every page for references to old features, deprecated endpoints, or outdated screenshots. Nothing stays stale.
Clear, step-by-step documentation with code examples. Your AI writer knows the difference between docs for developers and docs for end users.
Every page follows the same structure, terminology, and style. No more inconsistency between docs written by different team members.
FAQ
It monitors your codebase for changes that need documentation, writes or updates docs from PR context, maintains API references, flags outdated pages, and ensures consistent formatting, all autonomously.
Yes. It reads endpoint changes from PRs, generates or updates API reference documentation with parameters, response formats, and examples. Engineers review for accuracy before publish.
It works with GitBook, Notion, Readme, and markdown-based doc sites. It reads from your code repository and writes to your doc platform.
Other workers
Tests the product after every deploy, logs bugs with full context, and tracks what's been fixed. Your first line of defense against regressions.
Reviews pull requests for style, bugs, and security risks before a human engineer looks at them. Clear, actionable comments, not noise.
Your first Shadow Worker is ready in 30 seconds. No contracts, no workflows to build, no AI to babysit.