The neatlogs blog.

A practical guide to finding the failures your agent's answers hide, and turning them into evals.

4 stories to explore

A practical guide to finding the failures your agent's answers hide, and turning them into evals.

How an agent that fixes every mistake can slowly erase your strategy.

Ajay Yadav9 min read

How to make LLM evals cheaper without actually making them worse

What a century of automation can teach us about self-healing agents, and the work that refuses to disappear.

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