Go Play with Multi-Agent AI

Mark Sze
Founding Engineer, AG2
March 5, 2026
2 min read

AG2 Playground — Multi-agent orchestrations, visualized

We built a place where you can see multi-agent AI in action — no install, no account, no setup.

Head to playground.ag2.ai, pick a demo, hit Run, and watch agents light up as they think, talk, use tools, and hand off to each other in real time.

What You'll Find

Interactive demos covering AG2's orchestration patterns and integrations. Each one is a live, running multi-agent system you can interact with — type a prompt or pick a suggested one, and watch the agents go.

AG2 Playground demos in action

Here's a taste of what's inside:

• AG-UI: A weather agent showcasing AG2's AG-UI protocol integration
• Two-Agent Chat: a Student asks, a Teacher explains. The simplest multi-agent pattern and the best place to start.
• Round Robin: three agents take turns: propose, challenge, refine. Structured debate, polished output.
• Auto Select: a Group Chat Manager decides who speaks next. The conversation flows where it needs to.
• LLM Condition: a triage agent routes queries using natural language conditions.
• Context Condition: same idea but with zero cost, deterministic rules do the routing. No LLM calls for the handoffs.
• Sequential Chat: a four-stage pipeline where each specialist builds on the last. An assembly line for agents.
• Nested Chat: a Writer delegates to an inner team of Researcher, Drafter, and Editor. Orchestration within orchestration.

Technical? Demos include a Code tab so you can grab snippets and build your own.

Go Play

playground.ag2.ai — open it, pick a pattern, run it.

When you're ready to build, our documentation, code samples, and Discord community are there for you. More demos are on the way — if there's something you'd love to see, tell us.