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AIR Blackbox is an open-source reverse proxy that creates tamper-evident audit trails for every LLM API call. Records are HMAC-SHA256 chained — tampering is instantly detectable.
Unlike observability tools, AIR focuses on provability:
• Cryptographic audit chain for tamper-proof integrity
• EU AI Act compliance (20 controls, Articles 9-15)
• PII detection and prompt injection scanning
• Shadow AI detection with model registry
• Works with any OpenAI-compatible API
pip install air-blackbox
AIR BlackboxThe flight recorder for AI Agents
Jason Shotwellleft a comment
Hey Product Hunt! 👋 We built AIR Blackbox because we kept seeing the same problem: companies are shipping AI features fast, but nobody can prove what their LLMs actually said. When a regulator, customer, or auditor asks "what did your AI tell that user?", most teams are scrambling through logs that don't exist. AIR Blackbox is a drop-in reverse proxy that sits between your app and any LLM...
AIR BlackboxThe flight recorder for AI Agents