agentic-ai-engineering/site/labs/l5-cicd.md

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# L5b: CI/CD Pipeline
**Module**: M5 Production
**Files**: starter.py, solution.py
## Objective
Create golden dataset + automated regression gate.
## Concepts
Refer to the corresponding module for full concept explanations.
## Starter
```bash
cd course/labs/l5-cicd/
# Open starter file and fill in the TODOs
```
## Checkpoints
1. Define golden test cases (input, expected tools, expected output)
2. Implement score_case evaluation function
3. Run pass@k evaluation (k=1, 3, 5)
4. Gate deployment on pass rate threshold
## Solution
Compare against the solution file after attempting the starter.