Blog
Engineering notes on governed retrieval, AI agent governance, and on-premises LLM deployment.
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Provana AcuteCare: Clinical Copilot with Guardrails
A clinical AI copilot with role-based action guardrails. Three protocols (sepsis, stroke, pediatric fever), dynamic UI generation, four governance outcomes (Serve, Block, Route, Mutate). Built in six hours at the Boston AI Tinkerers hackathon. The governance architecture moved from workplace safety to acute care medicine with zero structural changes.
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Governed Incident Response: Agentic UI with RBAC and Audit Trails
An agentic interface for incident response where every tool call is authorized by the user's role and logged to a tamper-evident audit trail. The agent generates different UI depending on what the user is allowed to do. CopilotKit + Next.js generative UI. Built solo for the AI Tinkerers Generative UI Hackathon, Boston.