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  • Sep 30, 20266 min readNew

    Your AI Didn't Lie to You. It Was Never Trying to Tell the Truth.

    Every person who has used an LLM has been confidently handed something that does not exist. Here is why it happens, in plain language, and what actually fixes it.

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    An answer card next to a stream of generated lines that drift from correct to fabricated
  • Jul 5, 20265 min read

    The Most Dangerous Line of Code Might Be `retry()`

    Retries look harmless from one client, but at scale they can synchronize traffic and make recovery harder. The missing ingredient is jitter.

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    Retry traffic waves spreading into a smoother stream with jitter
  • May 29, 20266 min read

    Underneath the abstractions

    The smoother software feels on the surface, the more invisible work is happening underneath.

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  • Apr 18, 20266 min read

    The Building Blocks of an AI Agent

    A clear mental model of AI agents: how models, tools, memory, and loops come together to solve complex tasks step by step.

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    Diagram showing AI agent building blocks: model, tools, memory, planning, and loop

4 articles

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