Most enterprises donโt have an AI strategy problem, they have an AI execution problem.
Even with proven ROI from successful pilots, agents often remain fragmented and unable to integrate with core business processes.
That changes today withย AG2.ai. Powered
AG2 v0.13.3 is here! ๐ฃ๏ธ
๐ฌ Beta framework (autogen.beta)
๐ NEW: Cross-process Network: agents in separate processes can now share channels (WsLink data plane + frame RPC control plane)
๐ค NEW: background_agent_tool: run an agent in the background while the parent continues
๐๏ธ
The AG2 Network is a multi-agent runtime where the channel between agents holds the conversation state. So what happens when the hub process restarts?
The conversation survives exactly - envelope for envelope, same order, same state.
๐ This post covers:
โ The write-ahead log:
๐ญ Part 2 of our Network series walks through three dials is now available , each with runnable code:
โ Time: built-in expectations (acks_within, reply_within, max_silence)
โ Visibility: audience addressing for private side-channels
โ Routing: ContextEquals, ToolCalled,
The new AG2 Network released beta is built around one design choice: the channel between agents is the primitive. Not the agent, not the graph.
๐ The channel holds the state. The hub is a thin stateless router; restart it, every channel comes back from a persisted state.
๐ญ
With OpenAI's GPT Realtime 2 and Thinking Machines' interaction models research preview, natural human-to-agent voice is being realised.
On our path to v1.0, we've introduced realtime voice into AG2 Beta โ ready for human-to-multi-agent voice interactions.
3 lines of code โ a
AG2 v0.13.0 โ a mega release! ๐
๐ NEW: Multi-Agent Network โ channels (not agents) are the unit. Four built-in choreographies (consulting, conversation, discussion, workflow) + bring your own orchestration. Federation with Passport+Visa.
๐๏ธ NEW: LiveAgent โ full-duplex
AG2 v0.12.2 is here! ๐๏ธ
The Agent Harness lands in Beta โ turning stateless LLM loops into stateful agents that:
๐ง Remember across sessions
๐ Organize their own knowledge (virtual filesystem)
โ๏ธ Manage their own context window
๐ค Share findings with peers
Plus:
๐
Excited to have @daytonaio join in supporting the AG2 Hackathon ๐
Theyโve added $3,000 in credits to the prize pool for the best project.
Build and ship real multi-agent systems in a day.
May 3 - NYC
Free + food ๐
Spaces are limited:
AG2 v0.12.1 is here! ๐ฃ๏ธ
๐ฅ Community feedback win: PerplexitySearchTool stays (no longer deprecated)!
โ๏ธ Beta: Google Vertex AI support
๐ Beta: Files API client, multi-part ToolResult, Toolkit merging
๐ New search tools: Tavily, Exa, DDGS
๐ฏ Advanced orchestration with step
Join us for our AG2 Hackathon in NYC on May 3!
Build and present a multi-agent AI project in one day using AG2 Beta - our brand new next-gen multi-agent framework.
Hear from IBM Fellow Dinesh Verma, join a hands-on AG2 workshop, then build alongside top engineers and founders.