Quality Assurance

This section covers testing, CI, and common pitfalls. Read these before opening a PR.

• Common Integration Mistakes
  • 1. Trusting Placeholders More Than Contracts
  • 2. Train/Validation/Test Input Drift
  • 3. Choosing the Wrong Path
  • 4. Breaking Checkpoint Semantics in Custom Training
  • 5. Adding data.py for the Wrong Reason
  • 6. Shipping Without the Right Test Scope
  • Quick Pre-PR Checklist
• Testing Checklist and CI Guide
  • Environment Setup
  • Understanding the Test Infrastructure
  • Writing Tests for Your Model
  • Minimum Required Checks
  • When to Run Broader Regression
• CI and Lint
  • What CI Checks
  • Local Commands That Match CI
  • Fast Triage Rules
  • Review-Ready Evidence