Xagent is a production-ready platform designed for dynamic AI agents, enabling users to define desired outcomes rather than rigid workflows. It targets developers and power users building AI-driven systems that require flexible task completion, tool integration, and autonomous operation. The primary benefit is the ability to dynamically plan, execute, and iterate on complex tasks without manual flowcharting or hardcoded logic, adapting to changing requirements in real-time.

How It Works

Xagent employs an LLM-driven dynamic planning engine that decomposes high-level goals into executable steps at runtime. It contrasts with traditional workflow builders by avoiding static flows and manual orchestration. The architecture features a VM-level sandbox for secure agent execution, deep integration with various LLM providers and self-hosted models via Xinference, and robust tool orchestration capabilities. This approach allows for adaptive planning, automatic tool selection, and iterative execution loops (plan-execute-reflect), offering greater flexibility and resilience compared to rigid automation systems.

Quick Start & Requirements

• Primary install / run command: Clone the repository, configure .env from example.env, and run using Docker Compose: docker compose up -d.
• Non-default prerequisites and dependencies: Docker.
• Links: Documentation: https://docs.xagent.run/, GitHub Releases: https://github.com/xorbitsai/xagent/releases, Docker Hub: https://hub.docker.com/r/xprobe/xagent-backend.

Highlighted Details

• Dynamic Planning Engine: Enables runtime task decomposition, plan-execute-reflect loops, and conditional branching without static flows.
• Tool & Model Orchestration: Integrates with OpenAI, Anthropic, self-hosted models (via Xinference), external APIs, and RAG knowledge bases.
• VM-level Sandbox: Provides enhanced security for agent execution compared to container-only sandboxes.
• Production-Ready Observability: Features task lifecycle tracking, token usage monitoring, execution state management, and multi-user support.

Maintenance & Community

Xagent is actively developed, encouraging community contributions via GitHub issues and PRs. Community channels include Discord (https://discord.gg/R7TDFMzuXq), Telegram (https://t.me/+2_-SAVLtuJNkNWFl), and Twitter (https://twitter.com/xorbitsio).

Licensing & Compatibility

The project is licensed under the "Xagent Source License". Specific terms and restrictions, particularly concerning commercial use or integration with closed-source systems, require a review of the LICENSE file.

Limitations & Caveats

Xagent is explicitly positioned as a dynamic task execution engine and autonomous planning system, not a drag-and-drop flow editor, static template engine, or simple chatbot wrapper. Its focus is on runtime dynamism, which may introduce complexity for users accustomed to visual, static workflow design tools.