03

TDD with AI

> write_tests_let_ai_implement()

Test-Driven Development with AI assistants. Write tests that express what you want, let AI implement the code, then validate the results. Ship with confidence.

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// test-first development with AI

01

AI-First TDD: Write Tests, Let AI Implement

Flip the script on test-driven development

Traditional TDD is slow with AI. Learn the AI-First approach: write failing tests that express intent, feed them to AI, validate the implementation. Faster iteration, better coverage.

Test-First Workflow AI Implementation Red-Green-Refactor Coverage Goals
02

Test Prompts That Actually Work

Craft prompts that generate reliable tests

Most AI-generated tests are brittle or useless. Learn prompt patterns that produce comprehensive, maintainable test suites. Include examples, specify edge cases, demand assertions.

Prompt Engineering Test Templates Edge Cases Assertion Quality
03

When AI Tests Are Wrong: Validation Patterns

Catch bad tests before they break production

AI writes tests that pass but test nothing. Learn to spot false positives, validate assertions, ensure tests fail when they should. Trust but verify every generated test.

False Positives Mutation Testing Test Validation Quality Checks

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