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I almost never open Grafana any more.
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An agent that remembers across sessions can keep its memory as curated markdown files, as an auto-mined structured store, or as trained experience.
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An agent run is stochastic gradient descent over solution space, and steering is how the true objective enters the loop.
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One MacBook Pro M4 Max, an open-source MoE, and a hands-on exercise in optimizing it for inference: why the thing that collapses LLM throughput by 100× is prefill, not decode, and the two prefill-side fixes that got it back.
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A design walkthrough of how Collection Autofill — a spreadsheet of AI-computed cells — stays fast, fair, and observable from a hundred rows to ten million.
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Generative AI is revolutionizing software—how does it transform the way we utilize unstructured data like text, images, and videos?