Auto-Generate Code Documentation from GitHub → Review in ChatGPT → Update Confluence

Set up a GitHub webhook that triggers when code is pushed to main branch or when pull requests are merged. Configure the webhook to send repository data including commit messages, file changes, and code diffs to the automation pipeline.

Create a workspace agent that receives GitHub data and automatically generates technical documentation including function descriptions, API endpoints, code examples, and integration guides. The agent analyzes code changes and creates human-readable documentation with proper formatting and technical depth.

Use Confluence's REST API to automatically create or update documentation pages in the designated space. Organize content by project, add appropriate labels and categories, and notify relevant team members of documentation updates.