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Meta-agent

self-improving agent harnesses from live traces. Continual harness optimization. We built meta-agent: an open-source library that automatically and continuously improves agent harnesses from production traces.

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  1. Agent framework that generates its own topology and evolves at runtime

    github.com

    Multi-Agent Harness for Production AI

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  2. Agent-harness-kit scaffolding for multi-agent workflows

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    A collection of open-source TypeScript tools by @enmanuelmag. heimdall-mcp for MCP proxy telemetry. agent-harness-kit for multi-agent orchestration.

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  3. Implement-spec

    github.com

    a harness-agnostic spec-to-verified-PR agent skill

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  4. App.build

    app.build

    an open-source AI agent that builds full-stack apps

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  5. Multi-agent coding assistant with a sandboxed Rust execution engine

    github.com

    LangGraph orchestration scaffold (Python) + restricted tool runner (Rust) with batching and run traces.

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