Compartment

What it does

Compartment is a self-hosted open-source runtime for AI-built internal apps. It gives teams one place to run and share the apps, scripts, workers, and automations created with AI coding agents, on infrastructure they own. Use Cursor, Claude, Codex, or any stack your team already works with. Compartment turns the code into team-ready software with isolation, RBAC, SSO, and audit logs built in.

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  Compartment Enterprise27d ago · compartment.dev · ▲9

  Securely share and scale custom internal apps and workflows

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  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

  Life & fun · May 2026 · github.com

• FM
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