AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active development.
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Red. Green. Refactor. In that order, every time.
For each unit of behavior:
verify skill.verify skill.Then pick the next behavior and repeat.
Red:
Green:
Refactor:
| Pattern | Problem | Fix |
|---|---|---|
| Test-after | Code shapes the test instead of the other way around | Delete the code, write the test first |
| Testing internals | Tests break on refactor, not on behavior change | Test public behavior only |
| Giant red step | Multiple behaviors in one test | One assertion per behavior |
| Gold-plating green | Adding code no test requires | Remove untested code |
| Skipping refactor | Tech debt accumulates immediately | Refactor before the next red |
| Mock-heavy tests | Tests pass but real code fails | Prefer real dependencies, mock at boundaries only |
| Rationalization | Why It's Wrong | Do Instead |
|---|---|---|
| "This is too simple to test first" | Simple code still needs a spec | Write the test — it'll be fast |
| "I'll add the test right after" | You won't, and the code will shape the test | Test first, always |
| "I need to see the design first" | The test IS the design | Let the test drive the interface |
| "Mocking is too hard for this" | Difficulty mocking signals tight coupling | Fix the design, then test |
| "The test would be identical to the implementation" | Then you're testing internals | Test the behavior from the outside |
After completing a TDD session, store reusable test patterns (setup, assertions, fixtures): npx ai-devkit@latest memory store --title "<pattern>" --content "<details>" --tags "tdd,testing"
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