MODULE ID: PRODUCT
VER 1.4.2

Ship Faster.
Break Nothing.

Keep your product documentation, API references, and pricing pages perfectly synchronized with your codebase. Eliminate friction.

API Documentation Sync
MONITORING
Source: GitHub (main)
export interface UserCreate {
  email: string;
  name: string;
  organizationId: string;
}
Documentation TargetStatus
docs/api/create-user.mdx
DRIFT
Missing required parameter: organizationId
ResolutionAuto PR
StatusGENERATING...

The Documentation Lag

When code ships, documentation rots.

Broken APIs

Developers frustrated by API references that don't match the actual endpoints, leading to integration failures.

Stale Help Centers

Support articles referencing old UI patterns or deprecated features, increasing support ticket volume.

Feature Disconnect

Product marketing launching campaigns for features that engineering delayed or altered.

USE CASE 01

API Documentation Sync

WUF.AI monitors your GitHub repositories and OpenAPI specs, automatically detecting when code changes break your public documentation.

  • Detect Endpoint ChangesInstantly know when a developer adds a new required parameter or deprecates an endpoint.
  • Auto-Patch DocsWUF.AI generates a pull request to update your documentation site (e.g., ReadMe, Docusaurus) to match the code.
src/api/users.ts (Codebase)
export interface UserCreate {
  email: string;
  name: string;
  organizationId: string; // NEW REQUIRED
}
docs/api/create-user.mdx (Public Docs)
Parameters:
- email (required)
- name (required)
Missing: organizationId
Drift Detected
Autonomous Flow: Changelog
COMPLETE
Analyzed 42 merged PRs since last release
Filtered out internal refactors & dependency bumps
Generated customer-facing changelog
Output: changelog.md
🚀 New Features
- Added support for SAML SSO (Enterprise tier).
- New dark mode theme for the dashboard.

🐛 Bug Fixes
- Fixed an issue where exporting to CSV would fail on large datasets.
USE CASE 02

Automated Changelogs

Stop manually translating Jira tickets into release notes. WUF.AI's Autonomous Content Team reads your commits and PRs to generate accurate, customer-friendly changelogs.

  • Context-Aware GenerationWUF.AI understands the difference between a backend refactor (ignore) and a new user-facing feature (highlight).
  • Direct PublishingAutomatically push the generated release notes to your blog, in-app widget, or Slack channel.
USE CASE 03

Feature Launch Alignment

Ensure product marketing, sales enablement, and support documentation are perfectly aligned with what engineering actually shipped.

  • Cross-Functional SyncWhen a feature flag is toggled or a PR is merged, WUF.AI alerts marketing if their landing page copy contradicts the final implementation.
  • Support ReadinessAutomatically generate draft support articles based on engineering design docs and PR descriptions before the feature goes live.
Jira / ENG-1042
"Due to performance constraints, the real-time analytics dashboard will only support 30 days of historical data for the initial launch."
Webflow / Features Page (Draft)
"Get deep insights with unlimited historical data in our new real-time analytics dashboard."
Marketing Drift Detected

Engineering Ecosystem

GitHub
GitLab
Jira
Linear
Confluence
Notion
ReadMe
Swagger

Product & Engineering FAQ

Does WUF.AI read our source code?

WUF.AI primarily ingests Markdown, PR descriptions, commit messages, and OpenAPI/Swagger specifications. It does not need to parse your entire application logic, only the artifacts that describe its behavior and interfaces.

Can it automatically merge PRs to our docs repo?

WUF.AI generates Pull Requests against your documentation repository. You maintain full control over the merge process. You can configure WUF.AI to auto-approve and merge based on specific confidence thresholds or require human review for all changes.

How does it handle internal vs. public documentation?

WUF.AI respects your existing access controls. It can use internal design docs (e.g., from Confluence) to verify public-facing documentation (e.g., on ReadMe) without ever exposing the internal documents themselves.

Ship with Confidence.

Ensure your documentation is always as up-to-date as your codebase.