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Covenant Research

Public research site for the Covenant Framework — a governance layer for autonomous AI agents.

What's here

Whitepaper — "The Covenant Framework: A Governance Layer for Autonomous AI Agents." 10 pages covering the problem, architecture, a concrete walkthrough, honest limitations, and the research program ahead. Read online or download PDF.

Benchmarking Kit — Everything needed to replicate our preliminary Terminal-Bench 2.0 results (67.4% governed vs 58.0% vanilla). Includes 7 Harbor agent configurations for Claude and GPT, the 6 governance rules, cost estimates, and the experimental roadmap. See benchmarks/.

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License

Covenant Public License v1.0. See the main repo for details.

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Covenant Framework research: whitepaper + benchmarking kit for open source contributors

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