A controlled workspace for every learner.

Learners build, run and debug real AI agents in a guided sandbox. You bring the curriculum.

CommonLab · Guided sandbox

Research Scout

Lesson 4 · Agent basics

Agent name

Research Scout

Role

Finds and summarizes sources for a topic brief

Personality

CuriousPreciseCites sources
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Give your agent an identity

Every learner starts from a lesson template — a name, an avatar, and a clear role.

Practice in a safe environment before touching real tools.

Build

Create an agent from a lesson template, one guided step at a time.

Run

Test it with the tools and sample data the educator allows.

Review

Inspect every log, tool call and output, then improve it.

Teach AI agents with confidence.

Courses, live sessions, skill badges and sandboxes in one console, with a copilot that helps you build them.