Tag: genai
All the articles with the tag "genai".
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Eval-Driven Development: How I Actually Build LLM Features Now
My day-to-day loop for LLM features in 2026: write the eval first, then the prompt, then the code, and fold every production failure back in as a case.
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The Enterprise AI OS: My Thesis for the Next Five Years
The durable enterprise AI layer is not a model or a chatbot. It is an operating system that gives agents identity, permissions, tools, memory, and an audit trail over the systems a company already runs.
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Multi-Agent Systems: When One Agent Isn't Enough
Most multi-agent designs are one agent's job split across five processes that now have to argue with each other. The few cases where splitting actually pays, and the complexity to refuse.
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Multimodal AI in the Field: Voice, Image, Form, Action
A closed-loop field inspection system that turns voice, a photo, and a half-filled form into a structured action, built for places where the network drops for hours.