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

The 5 Tests Every AI Agent Must Pass

Most AI agents look impressive in demos. These five tests reveal whether they are actually usable.

Read the field note

Featured Framework

The 5 Tests Every AI Agent Must Pass

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

Open framework

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More releases as they publish.