Beta Roadmap

Completed#

• Agent
• Agent Harness (including knowledge, subtasks)
• LLM Configs
• LLM Providers
  • OpenAI
  • Anthropic
  • Gemini (incl. Vertex AI)
  • Ollama
  • DashScope
• Function Tools
• Context Variables
• Dependency Injection
• System Prompt management
• Human-in-the-loop
• Middleware
• AG2 Group Chat compatibility
• OpenTelemetry support
• Structured Output (static / callable / prompted / transformable)
• Built-in Tools
• Multimodality inputs (images, audio, video)
• Shell Tool
• Skills support
• AG-UI
• Subagent delegation

In Progress#

• Multi-Agent Orchestration
• MCP
• Messages aggregation
• Multimodality streaming input: audio / video
• Multimodality output: audio / video output
• Third-party contributions policy
• A2A

Future Priorities#

P1#

• Prometheus metrics
• Background agents
• Dynamic agents
• Local Code execution tool
• Scheduler support
• Repository development skills (code, structure, documentation, tests)
• Multimodality output: images

P2#

• A2UI Plugin
• NLIP
• Deferred tools (Tool Search Tool)
• Builtin Memory toolkit

P3#

• Builtin RAG toolkit
• Crawl4AI tool
• Skills Plugin
• Update AG-UI integration
• Allow models to configure tool search params

P4#

• Use codegen to optimize tools configuration
• Msgspec serialization support
• TUI runtime
• Checkpoints and snapshots