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Modern AI Development

Build AI with AI.
Safely.

From CUDA-aware binaries to imageless Kubernetes deployments to the Flox MCP server, Flox gives your team the confidence to use AI and agentic coding tools at scale.

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  • Batteries Included

    The Perfect Environment for AI

    Flox environments are fully reproducible and self-contained collections of the tools, packages, scripts, and system libraries your AI agents need. They're also cross-platform and support the CUDA ecosystem for all of your GPU-accelerated needs.

    flox init
    flox install claude-code flox/flox-mcp-server
    flox activate
    claude mcp add flox -- flox-mcp
    Learn how to use Claude Code with Flox →
  • Align AI and humans

    Multi-Agent Collaboration

    Push environments to FloxHub or GitHub so that AI agents and humans can align on identical dev environments. Share the exact same tools, libraries, and configurations across your entire team.

    flox push -d mdr --org lumon
    ...
    flox activate -r lumon/mdr
    Learn how to share Flox environments →
    FloxHub
  • Centralized distribution

    Package and Distribute AI Systems

    Use FloxHub to build a centralized catalog of AI-generated software. Every package is fully reproducible and can be installed into any Flox environment across your organization and beyond.

    flox publish lumon/mdr-agent
    ...
    flox install lumon/mdr-agent
    Learn how to publish packages to FloxHub →
    FloxHub
  • Trust but verify

    Deploy AI-Generated Code Safely

    Deploy auditable Flox environments to production Kubernetes without container images. Control exactly what AI-generated code is running in production with full transparency and easy rollback, using K8s as a secure sandbox for code you may not fully trust yet.

    apiVersion: v1
    kind: Pod
    metadata:
      name: flox-containerd-demo
      annotations:
        flox.dev/environment: "lumon/mdr"
    spec:
      runtimeClassName: flox
      containers:
        - name: mdr
          image: flox/empty:1.0.0
          command: ["mdr"]
    Learn how to deploy Flox environments to K8s →
    K8s