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Thoughts on technology, community building, innovation, and culture.
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Before You Build the Model, Define the Win
Why metrics, scope, and simple prototypes matter in ML projects…
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To ML or Not to ML?
How AI Engineers Decide When Machine Learning Can Be Applied to Software and When It Cannot Be…
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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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