Shift-Left Testing for ML Systems
Moving testing earlier in the development lifecycle for ML projects: TDD for pipelines, contract-first APIs, static analysis, and data …
Tdd
Test-Driven Development
The TDD red-green-refactor cycle and how it applies to AI application development where outputs are non-deterministic.
Extreme Programming (XP)
Testing Strategy
The testing pyramid, test-driven development, and the discipline of building confidence in software through automated verification. A …