Roadmap

A high-level overview of where SciLaxy has been and where it's heading.

Recent Releases

Multi-Agent Orchestration

  • ReAct and custom graph agent types
  • Sub-agent delegation with context passing
  • Agent marketplace for publishing and forking
  • Reusable component system for graph building

Real-Time Streaming

  • SSE-based streaming (replaced WebSocket)
  • Redis Streams for event persistence and reconnection
  • Chunk buffering at 60fps for smooth UI updates

Knowledge & Memory

  • Knowledge base management with file uploads
  • Core memory system (user summary, preferences, active context, working rules)
  • Persistent learning from user corrections

Sandbox & Code Execution

  • Isolated code execution environments
  • File operations and IDE preview
  • Daytona backend integration

Platform Features

  • OAuth authentication via Casdoor
  • MCP server integration with Smithery registry
  • Skill system with SKILL.md format
  • Scheduled task automation
  • Subscription and payment system
  • Web Push notifications

In Progress

  • Docs site — Comprehensive documentation for users and developers (you're reading it!)
  • SSE migration — Completing the transition from WebSocket to SSE for all real-time features
  • Agent performance — Optimizing graph compilation and execution latency

Planned

  • Agent-to-agent communication — Direct messaging between agents in multi-agent workflows
  • Workflow templates — Pre-built multi-step workflows for common use cases
  • Plugin SDK — Simplified API for building custom tools and integrations
  • Enhanced RAG — Improved retrieval-augmented generation with hybrid search
  • Collaboration — Multi-user shared sessions and workspaces
  • Observability — Enhanced tracing and debugging for agent executions
  • Mobile app — Native mobile experience for iOS and Android
Info

This roadmap reflects current plans and priorities. It is subject to change based on community feedback and project needs. For the latest updates, check the GitHub repository.