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Thoughts on technology, community building, innovation, and culture.
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MCP: The USB-C Moment for AI Applications
How Model Context Protocol is solving AI’s biggest interoperability problem and why it matters for real-world, mission-driven tools…
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PDFs to Answers: A RAG-Based Search Bot with LangChain
How I built a grounded AI search bot for answering questions over sensitive internal documents using RAG.…
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How I Get AI to Do Exactly What I Want; Nothing more, Nothing Less
A practical reflection on why AI misunderstands us, how bad prompts sabotage good models, and best practices for prompt engineering…
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ChatGPT vs Claude vs Gemini: Who Really Gives the “Best” AI Responses?
Why evaluating AI outputs is subjective, what trade-offs matter most, and how to decide which model fits your use case.…
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