qa

ai, ai-agent, Artificial Intelligence, qa, software-engineering

Documentation exists. The agent doesn’t read it

Andrew Lysenko / April 28, 2026

At some point, every non-trivial project accumulates documentation. Files start appearing under docs/ — module overviews, integration…Continue reading on Medium »

ai, llm, llm-as-a-judge, qa

Before You Tune Your Judge, Tune Your Rubric

Venkat Peri / April 21, 2026

Why most LLM-as-judge reliability work starts in the wrong place.You wired up an LLM judge three months ago. Scores were noisy. You raised K from 1 to 3, then to 5. You tightened temperature to 0. You went from a 50-example test set to 200. You tried a…