Shipping a generative feature
From a promising demo to something you can operate: scope, evaluation, interface and rollout.
A free course on building AI agents: tools, reasoning loops, frameworks and evaluation.
Hugging Face's agents course covers how LLM agents use tools and plan, and how to build them with popular agent frameworks, ending with hands-on projects. A good follow-on to glitchdata's own Building AI agents with tool use.
glitchdata links to this course; its content, schedule and pricing are set by Hugging Face.
This course is run by Hugging Face. glitchdata describes it and links to it, but doesn't host its lessons — you take it on their site, under their terms.
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From a promising demo to something you can operate: scope, evaluation, interface and rollout.
Build test sets, grade outputs with code, people and model-based graders, and catch regressions before your users do.
How LLM agents call tools in a loop, how to design tools they use well, and how to keep agents safe and reliable.