AI agents. Creator tools. Real workflows.

Agent Content Lab

Agent Content Lab turns real production experiments into videos, field notes, and reusable frameworks for evaluating AI agents in practical work.

Latest Field Note

Why College Graduates Are Booing AI

A current-events field note on why AI optimism sounds different from a commencement stage than it does from an entry-level job search.

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Featured Framework

The 5 Tests Every AI Agent Must Pass

A practical scorecard for deciding whether an AI agent is usable beyond demos.

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Field Notes / Videos

Recent production tests

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More releases as they publish.