arifOS
A constitutional governance layer for consequential AI actions.
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Framework
Guardana
Open-source AI security verification for models, endpoints, MCP servers and agent traces.
Day 43 since launch · Launched 25 August 2026
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What is Guardana?
Guardana is an open-source tool that verifies the security of AI systems: scan model artifacts, live endpoints, MCP servers and recorded agent traces, and get reproducible evidence to support release decisions.
Pros
- Fully open source
- Covers models, endpoints, MCP servers and agent traces
- Produces reproducible evidence for release decisions
Cons
- Requires security and AI expertise to interpret results
- Early-stage project
Who should use Guardana
Teams shipping AI systems who want verifiable security evidence before a release.
Who may not need it
People looking for a general-purpose AI coding or chat assistant.
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