Prompt Engineering 6 min
Generating Realistic Test Fixtures with AI
How to prompt AI coding assistants to produce diverse, realistic test fixtures and seed data — not just placeholder values that pass but don't catch real bugs.
0degrees Team
[ Tag ]
#testing
04 articles
Prompt Engineering 7 min
Prompting AI to Write Testable Code by Default
How to prompt AI coding assistants to produce pure functions, injectable dependencies, and explicit interfaces — so the generated code is easy to test before you write a single assertion.
0degrees Team
Production 7 min
Writing Tests with AI: Getting Edge Cases, Not Just Coverage
How to prompt AI coding assistants to generate tests that actually catch bugs — edge cases, failure modes, and boundary conditions, not just happy-path boilerplate.
Josh
Production 6 min
Evaluating AI-Generated Code Before It Ships
A practical checklist for reviewing AI-written code — catching hallucinated APIs, subtle logic bugs, and security gaps before they reach production.
Josh