VideoVideo:AI Engineer
Don't Ship Skills Without Evals: Best Practices from Google DeepMind
Google DeepMind's Philipp Schmid explains why AI agent skills require systematic evaluation suites and how to build lightweight eval harnesses. Drawing on data from SkillsBench and internal practices at Google, he outlines how to write, structure, test, and eventually deprecate skills as foundation models improve.
