Medium essay: why evaluation became a core AI engineering problem
A Medium post argues unit tests are insufficient for AI systems and outlines what an engineering-grade evaluation stack looks like. It reflects a growing practitioner shift toward treating evals as core engineering infrastructure rather than an afterthought.
A Medium post argues unit tests are insufficient for AI systems and outlines what an engineering-grade evaluation stack looks like. It reflects a growing practitioner shift toward treating evals as core engineering infrastructure rather than an afterthought.
A new article argues that AI evals should be treated like unit tests in software development, providing a systematic way to build reliable AI products. The piece likely offers practical guidance for integrating evals into development workflows.
A new article argues that AI evals should be treated like unit tests in software development, providing a systematic way to build reliable AI products. The piece likely offers practical guidance for integrating evals into development workflows.
Medium essay argues LLM evaluation is the missing piece in most AI projects
Medium essay argues LLM evaluation is the missing piece in most AI projects
Data And Beyond argues LLM and agentic evaluation must measure reasoning, tool use, and safety
Data And Beyond argues LLM and agentic evaluation must measure reasoning, tool use, and safety
A developer shared Wayfinder on GitHub as a reference implementation for evaluating AI applications. It targets the challenge that AI apps are non-deterministic, so traditional software testing approaches don't transfer directly. The project aims to help AI engineers ship changes without breaking existing behavior.
A developer shared Wayfinder on GitHub as a reference implementation for evaluating AI applications. It targets the challenge that AI apps are non-deterministic, so traditional software testing approaches don't transfer directly. The project aims to help AI engineers ship changes without breaking existing behavior.