Architecture deep-dives, lessons from production, and field notes from the Microsoft AI stack — Power Platform, Copilot, Dynamics 365, and Azure AI.
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🏆 Winning Best Use of Microsoft Foundry at AI Dev Days Hackathon — TrafficIQ
TrafficIQ won the Best Use of Microsoft Foundry award at the Microsoft AI Dev Days Hackathon — here is the story, the stack, and the 6-agent / 49-tool TRAFI architecture.
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Building LocalRAG — a fully local AI document search
LocalRAG is a Retrieval-Augmented Generation app that runs entirely on local infrastructure — no cloud LLM, no data egress. Here is how it works and what I learned.
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Welcome to PowerAI Labs
PowerAI Labs is my engineering notebook in public — architectures, experiments, and the patterns that survive production on the Microsoft AI stack.
PowerAI Labs 