Source: Hamel Husain's Blog

The latest AI reporting and analysis from curated sources, filtered by topic and professional profile.

developer architect manager executive finance investor researcher security

development · Impact 7

Claude’s new auto eval tool

Hamel Husain's Blog 26 Oct 2026, 07:13 UTC

Topics: development, models, technology

Understanding first-party AI evaluation tools helps engineering teams assess automated testing workflows and determine when to adopt native versus custom evaluation frameworks.

models · Impact 7

How To Use Decision Models for Evals

Hamel Husain's Blog 26 Oct 2026, 07:13 UTC

Topics: development, models, research

Decision models offer an economical alternative to LLM judges for automated evaluations, but proper threshold tuning and probability calibration are essential to maximize their performance and reliability in production.