Security●●●Banger
Oath – prove a human authorized each action before your AI agent acts
Cryptographic proof-of-authorization for AI actions; solves real agent oversight problem with clever simplicity.
Big BrainZero to One
danbitengo
123mo ago
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GitHub Repository
Delegation Root Certificate for Autonomous Agents — cryptographic proof that every agent action traces back to a human decision.
1 starsPython
HumanRoot – Signed proof of human authorization for AI agents
by thinklanceai·Mar 4, 2026·1 point·0 comments
AI Analysis
●●●BangerBig BrainZero to One
Cryptographic audit trail for agent actions—every delegation traces back to a human.
Strengths
- •Non-repudiation + scope-binding + causal traceability solves a real legal/compliance gap in multi-agent systems
- •Framework-agnostic design (Claude, OpenAI, LangChain, CrewAI) with clean Python API and multi-tier delegation support
- •Restriction-only child delegation prevents scope creep—elegant constraint that mirrors certificate chain logic
Weaknesses
- •No deployed implementation shown—code snippets exist but no demo, no production integration tested
- •Revocation cascade architecture untested at scale; no discussion of performance costs or consistency guarantees
Category
Target Audience
Enterprise AI deployment teams, compliance officers, autonomous agent builders
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