Nate’s Newsletter

Nate’s Newsletter

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AI infrastructure strategy; chips→systems, accelerators and data centers

512,000 Lines of Leaked Code Reveal the Lock-In Strategy Coming for Your AI Stack
PodcastApr 8, 20260 min

512,000 Lines of Leaked Code Reveal the Lock-In Strategy Coming for Your AI Stack

The episode dives into the recent Anthropic Claude code leak, emphasizing that the most consequential element is the hidden "Conway" always‑on agent and its companion environment, Funway, rather than the raw source code. These components form a standalone agent platform...

By Nate’s Newsletter
Your AI Agent Depends on Six Layers — Here's Which Ones Won't Last
PodcastApr 6, 20260 min

Your AI Agent Depends on Six Layers — Here's Which Ones Won't Last

A new six‑layer infrastructure stack is emerging to support autonomous AI agents, mirroring past shifts like cloud and API‑first. The layers—compute, identity, memory, tool access, billing, and orchestration—vary in durability, with some expected to last a decade and others deemed...

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I Tested Cowork, Lindy, Sauna, and Opal Against 3 Questions. The Best Scored 1 Out of 4.
PodcastApr 4, 20260 min

I Tested Cowork, Lindy, Sauna, and Opal Against 3 Questions. The Best Scored 1 Out of 4.

An emerging class of AI outcome agents—Cowork, Lindy, Sauna, Google Opal, and Obvious—promises to automate entire work products rather than just assist users. Nate’s April 2026 review pits these tools against a three‑question framework that measures whether an agent can...

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You're Loading 66,000 Tokens of Plugins Before You Even Type. That's Why Your Limit Disappears.
NewsApr 2, 2026

You're Loading 66,000 Tokens of Plugins Before You Even Type. That's Why Your Limit Disappears.

The article reveals that AI plugins are preloading roughly 66,000 tokens before a user even types, inflating Claude usage limits and driving unnecessary costs. It argues that the high expense of frontier AI models is a myth; the real culprit...

By Nate’s Newsletter