#Testing
2 articles on Testing. Practical notes, patterns, and lessons from building software.
Testing Strategy for Production Systems
Unit, integration, contract, and e2e — when each actually pays off, the modern test pyramid, and a practical policy for flaky tests. Concrete advice for a service that ships.
TestingArchitectureQuality
LLM Evaluation and Guardrails in Production
How to test prompts, catch regressions, score outputs, and defend against prompt injection — with a small eval harness you can ship this week.
AILLMTesting