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Chetan Sehgal

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DeepSeek-V4 Changes the Context Game for Agents — And Your Memory Architecture Should Adapt

DeepSeek-V4 Changes the Context Game for Agents — And Your Memory Architecture Should Adapt

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3 min read

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Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

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3 min read
Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

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3 min read
Software Engineers Are Building Agents Wrong: Treat Agentic AI Like Distributed Systems, Not Prompt Chains

Software Engineers Are Building Agents Wrong: Treat Agentic AI Like Distributed Systems, Not Prompt Chains

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4 min read
AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture

AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture

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3 min read
On-Device AI Is Changing How We Build — With Cover Image Test

On-Device AI Is Changing How We Build — With Cover Image Test

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1 min read
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