Detection Engineering: Practicing Detection-as-Code – Documentation – Part 4

This post outlines a workflow to automatically convert detection metadata (YAML/JSON) into Azure DevOps Wiki-ready Markdown using Jinja2 templates and a Python script, and to generate a summarized changelog by traversing Git history and parsing diffs with regex. It details pipeline setup to trigger on main-branch changes under detections and content_packs, commit the generated documentation and changelog back to the repo, and publish as an Azure DevOps Wiki—improving visibility and communication of detection library changes across teams.