# Pipeline Test Trigger

This file was created to demonstrate pipeline monitoring.

## Test Information
- **Date**: October 25, 2025
- **Purpose**: Trigger CI/CD pipeline to show monitoring capabilities
- **Expected**: All tests must pass before deployment

## Pipeline Safety Verification
- ✅ Tests run first
- ✅ Deployment blocked if tests fail
- ✅ Multi-platform deployment only after success
- ✅ Health checks validate deployment

**Monitor at**: https://github.com/sethmcknight/msse-ai-engineering/actions