Scaffold a production-ready CI/CD quality pipeline with test execution, burn-in loops for flaky detection, parallel sharding, artifact collection, and notifications.
---
## WORKFLOW ARCHITECTURE
This workflow uses **step-file architecture**:
- **Micro-file Design**: Each step is self-contained
- **JIT Loading**: Only the current step file is in memory
- **Sequential Enforcement**: Execute steps in order