ante-preview  by AntigmaLabs

Rust-based AI agent runtime for local-first intelligence

Created 6 months ago
551 stars

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Project Summary

Summary

Ante is an AI-native, cloud-native, local-first agent runtime designed to address the high resource overhead and dependency bloat common in existing agent frameworks. Built by Antigma Labs, it offers a single, ~15MB Rust binary with zero runtime dependencies, targeting engineers and power users who need efficient, scalable, and flexible agent execution. Ante provides significant performance benefits, supports a wide range of LLM providers including local models, and enables robust multi-agent orchestration.

How It Works

The core of Ante is a meticulously engineered, self-contained ~15MB native Rust binary. It embeds essential tools like Grep and Git, along with a local inference engine, all running within the same process. This design minimizes overhead and maximizes throughput, drastically reducing memory, CPU, and I/O compared to traditional Node.js or Python-based agents. Its client-daemon architecture supports TUI, headless CLI, and server modes, facilitating seamless integration and operation.

Quick Start & Requirements

Installation is straightforward via a single command: curl -fsSL https://ante.run/install.sh | bash. Ante runs on macOS and Linux, requiring no external runtime dependencies. Further details and cookbook guides are available at docs.antigma.ai.

Highlighted Details

  • A minimal ~15MB native Rust binary with zero dependencies.
  • Supports over 12 LLM providers (including OpenAI, Anthropic, Gemini, Grok) and local GGUF models, offering zero vendor lock-in.
  • Features a built-in, private inference engine for fully offline operation.
  • Enables multi-agent orchestration for complex, decentralized, or centralized task coordination.
  • Benchmark proven: Topped Terminal Bench 2.0 and demonstrates significantly lower resource usage (~7x less peak memory than Claude Code) in parallel task evaluations.

Maintenance & Community

The provided README does not detail specific contributors, sponsorships, or community channels (e.g., Discord, Slack).

Licensing & Compatibility

The README does not explicitly state the software license. Compatibility for commercial use or closed-source linking is undetermined without a specified license.

Limitations & Caveats

Ante is currently in an "Alpha Preview" state, meaning users should expect breaking changes and incomplete functionality. The runtime is restricted to macOS and Linux platforms.

Health Check
Last Commit

1 day ago

Responsiveness

Inactive

Pull Requests (30d)
27
Issues (30d)
3
Star History
516 stars in the last 30 days

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