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    kvcache-ai

    kvcache-ai/AgentENV

    #394 this week

    AgentENV (AENV) is a distributed platform for running agent environments at scale.

    backend
    Rust
    MIT
    3.6K stars
    337 forks
    3.6K GitHub watchers
    Updated Oct 18, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #394 of 2,794 repositories GStars tracks this week (top 14%).

    5 releases in the last 90 days, the latest 17 days ago, with 36 contributors on GitHub.

    Use Cases & Benefits

    • Runs distributed agent environments at scale using Firecracker microVMs and OCI-compatible images.
    • Enables rapid snapshot-backed environment boot and pause with efficient resource usage and high-density scaling.
    • Use for large-scale reinforcement learning training requiring fast environment startup and snapshotting.
    • Use for managing parallel agent workflows with native snapshot and fork support in sandboxed microVMs.
    • Use for deploying scalable, cost-efficient multi-node agent environments with unified API and local caching.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Running agent environments at scale

    AgentENV (AENV) is a platform for running agent environments at scale, powering agentic RL training for Kimi K3.

    If your server does not support standard KVM, see the PVM deployment guide before installing.

    Excerpt from the kvcache-ai/AgentENV README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Sep 25: +7

    +112 stars over 25 days across 3 snapshot days; best day +7 on Sep 25.

    Forks

    337+19

    Open issues

    80+25

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth

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