# 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.