Evals: Reducing time and cost

For teams spending more time or money on evals than they can sustain.

Overview

Start by reading “It’s Hard to Eval” Is a Product Smell to see how product changes can reduce the effort of checking outputs.

For help choosing tools, read Selecting the Right AI Evals Tool. Evals skills can help you review traces and audit your setup.

Watch Shreya’s How to Automate AI Evals (Correctly) for a demo of assisted error analysis, or Isaac’s Building Custom Eval Tools With Coding Agents for help building review tools.

Common questions

Review interfaces and tools

Eval maintenance and review workload

Automation, outsourcing, and model selection

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