AIHAT began as a practical PowerShell audit script. It reached v1.0 only after the project gained a plugin framework, repeatable module contracts, automated tests, protected pull requests, responsive reporting, and a release pipeline.
The most important lesson was that production quality is not one feature. It is the system around the feature: validation, documentation, security controls, packaging, checksums, and a workflow another person can trust.
AIHAT v1.0 ships four stable health modules—System Health, Windows Update, Security Health, and Networking Health—alongside console, HTML, object, and JSON output.