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#testing

Posts tagged “testing”.

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Architecture B1

Hexagonal Architecture Explained Simply

Hexagonal architecture sounds complex, but the idea is simple: keep your business rules in the center and push databases, frameworks and APIs to the edges. Here is how I explain it, with real examples.

8 min read
AI develop B1

Testing AI Features with Evals

Unit tests expect the same output every time. LLMs don't work like that. Evals are the answer: a set of examples, a way to score the results, and a number you can compare. Here is how I build them.

8 min read
Career B1

How I Review Code Written by AI

AI assistants write code very fast. But the code goes to production with my name on the pull request. This is the checklist I use to review AI-generated code, and the mistakes I see again and again.

4 min read