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 items

AG-UI Protocol Integration

Feb 2026, Week 2–3

The 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 2

Built-in tracing and instrumentation support for monitoring, debugging, and observing agent execution in production.

New Tools API

Mar 2026

Redesigned tools API for easier integration with MCP and other tool protocols. Simplified tool registration and execution.

A2UI / Generative UI Support

Q1 2026

Native support for A2UI protocol enabling agents to dynamically generate UI components with GenUI features.

Planned

4 items

Skills Support

Q1-Q1 2026

Integration with AgentSkills.io and SkillsMP for reusable agent capabilities and skill sharing.

New Agent API

Q1 2026

Redesigned agent API with explicit LLM calls, agent turns, streaming & bi-streaming, and explicit Message types.

New Agent Configuration

Q1 2026

Three-tier configuration system: LLM config, Agent config, and Chat config for cleaner separation of concerns.

New Workflows API

Q1 2026

Unified Agent | Workflow abstraction that works consistently across all AG2 modules.

On the Horizon

3 items

Chat 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 items

GPT 5.2 Codex & Shell Tool Support

Jan 2026

Full support for GPT 5.2 Codex Models with enhanced coding capabilities and Shell Tool for command-line interactions.

Step-through Execution

Jan 2026

Granular debugging with run_iter and run_group_chat_iter for human-in-the-loop validation workflows.

Gemini ThinkingConfig & Thought Signatures

Dec 2025

Extended reasoning configuration control and Gemini 3 Thought Signatures for advanced reasoning workflows.

AWS Bedrock Improvements

Jan 2026

Exponential backoff, retries, and additionalModelRequestFields support enabling Claude 3.7 Sonnet Thinking Mode.

Accurate Group Chat Cost Tracking

Jan 2026

Cost 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.