crumb-attest added to PyPI
Source: Pypi.org· alex@alexlaguardia.dev· July 24, 2026
SynaBot summary
A new tool called crumb-attest is now available on PyPI, designed to create tamper-evident logs for AI agent actions. It specifically targets function calls made through MCP and OpenAI, providing a verifiable record of human direction.
Key takeaways
- Tamper-evident logging for AI agent actions
- Verifies human direction of AI operations
- Supports MCP and OpenAI function calls
- Enhances AI accountability and auditability
Why it matters
This development is crucial for accountability in AI workflows. Businesses can now establish clearer audit trails, proving human oversight and mitigating risks associated with autonomous AI decision-making, especially when using tools like OpenAI's function-calling.
This story was reported by Pypi.org. Read the full original article:
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