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“Running Local Models Is Good Now” Was Written on a 64GB Mac. Half of You Have 16GB or Less

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52% of PCs have 16GB RAM or less. Here’s what local LLMs actually fit, what the KV cache costs you, and why Mac and PC 16GB are not equal. Continue reading on Towards AI

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Agent Sprawl Has Become an Operations Problem

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Why AI agents need production controls before they become infrastructure debt Continue reading on Towards AI

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How to Maximize OpenAI’s Codex

 Towards AI

I’ve written a lot of previous articles about Anthropic’s Claude Code, and how I use it for programming, and different techniques that I… Continue reading on Towards AI

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