Developer Resources
Roadmap
AG2 is becoming the easiest way to build AI agents—from simple chat to sophisticated multi-agent teams. Explore what we're building next.
Our Vision
From Research Framework to Mainstream Platform
We're democratizing agent development: making it possible for anyone to build and run AI agents.
Start with simple agents and scale to sophisticated multi-agent orchestration as your needs evolve. AG2 grows with you.
AG-UI
Easiest UI integration
Tools API
MCP & more
Agent API
Streamlined development
Operations
History, auth, logs
In Progress
4 itemsAG-UI Protocol Integration
Feb 2026, Week 2–3The easiest frontend integration for AG2 agents. Stream responses in real-time, display tool calls, and enable human-in-the-loop workflows.
Tracing and Instrumentation
Feb 2026, Week 2Built-in tracing and instrumentation support for monitoring, debugging, and observing agent execution in production.
New Tools API
Mar 2026Redesigned tools API for easier integration with MCP and other tool protocols. Simplified tool registration and execution.
A2UI / Generative UI Support
Q1 2026Native support for A2UI protocol enabling agents to dynamically generate UI components with GenUI features.
Planned
4 itemsSkills Support
Q1-Q1 2026Integration with AgentSkills.io and SkillsMP for reusable agent capabilities and skill sharing.
New Agent API
Q1 2026Redesigned agent API with explicit LLM calls, agent turns, streaming & bi-streaming, and explicit Message types.
New Agent Configuration
Q1 2026Three-tier configuration system: LLM config, Agent config, and Chat config for cleaner separation of concerns.
New Workflows API
Q1 2026Unified Agent | Workflow abstraction that works consistently across all AG2 modules.
On the Horizon
3 itemsChat History Persistence Improvements
Store and restore chat history for stateful agent sessions across restarts.
Built-in Authentication
Integrated authentication support for agent deployments in production environments.
Enterprise Observability
Advanced logging, tracing, and monitoring capabilities for production agent deployments.
Recently Completed
5 itemsGPT 5.2 Codex & Shell Tool Support
Jan 2026Full support for GPT 5.2 Codex Models with enhanced coding capabilities and Shell Tool for command-line interactions.
Step-through Execution
Jan 2026Granular debugging with run_iter and run_group_chat_iter for human-in-the-loop validation workflows.
Gemini ThinkingConfig & Thought Signatures
Dec 2025Extended reasoning configuration control and Gemini 3 Thought Signatures for advanced reasoning workflows.
AWS Bedrock Improvements
Jan 2026Exponential backoff, retries, and additionalModelRequestFields support enabling Claude 3.7 Sonnet Thinking Mode.
Accurate Group Chat Cost Tracking
Jan 2026Cost tracking aggregated from all participating agents for better resource management.
Propose a Feature
Have an idea for AG2? We welcome contributions from the community. Submit a GitHub PR to propose new features or improvements.
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