# 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.