Testing Guides
Explore 4 curated testing guides for building with AI coding agents — what each one does, when to use it, and how to add it to your workflow.
Contract Testing for Microservices: Consumer, Provider, and CI
Catch breaking service changes before deployment with consumer-driven contracts, provider verification, state fixtures, compatibility gates, and schema tests.
TDD with AI Agents: Red-Green as an Agent Loop
Test-driven development found its killer app: agents. How write-the-test-first turns AI coding into a verifiable loop, and the workflow that makes it stick.
How to Test AI-Generated Code
AI writes the code; tests decide whether to trust it. The verification stack for agent-written changes — contracts, generated tests, and the review that's left.
Testing LLM Applications: How to Test Non-Deterministic Software
How to test software that calls LLMs when outputs are non-deterministic — the testing pyramid, assertion strategies, golden datasets, and CI gating.