## [Jump into the AG2 Playground](https://docs.ag2.ai/0.13.3/docs/blog/2026/03/05/AG2-Playground/)

Time for our AG2 agents to let their robotic hair down and have some fun. Jump in with agent orchestrations in the [**AG2 Playground**](https://playground.ag2.ai/): watch the flow between agents as they work, execute tools, and hand off to one another.

### [What's Inside](https://docs.ag2.ai/0.13.3/docs/blog/2026/03/05/AG2-Playground/#whats-inside)

Interactive demos covering orchestration patterns and integrations. Pick one, select or type a prompt, hit **Run**, and watch agents light up as they think, stream responses, and coordinate in real time.

Want to do something similar, grab the code snippets on the **Code** tab for each demo or see the links to the topic in our documentation.

No account required, jump into [playground.ag2.ai](https://playground.ag2.ai/).

## [Intelligent Agent Handoffs: Routing Control in Multi-Agent Systems with AG2](https://docs.ag2.ai/0.13.3/docs/blog/2026/03/05/Intelligent-Agent-Handoffs/)

A customer messages your support system: "My laptop keeps shutting down randomly." The triage agent routes it to technical support. So far, so good. But the tech agent doesn't know whether this is a hardware or software issue, doesn't check the customer's account tier, and when it can't solve the problem, it hallucinates an answer instead of escalating. The customer leaves frustrated. The agent never knew it was supposed to hand off.

This is the handoff problem. And it's harder than it looks.