Button-mashing never worked in StarCraft. Tokenmaxxing won’t work in AI
Like actions per minute in strategy games, token usage is a vanity metric.

↘ Essays Archive
Long-form essays on technology, venture capital, and the economics that bind them together.
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Count: 79 essays
Latest: Jun 12, 2026
Focus: Investors, Founders, Developers

Latest Essay
The total stock of seed-stage startups appears to be shrinking, despite the AI funding boom.
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Like actions per minute in strategy games, token usage is a vanity metric.

The total stock of seed-stage startups appears to be shrinking, despite the AI funding boom.

An emerging theme among teams building agents: the file system is the ideal memory abstraction for AI agents.

Why we tripled down on Exa, the search engine built for AI agents.

The codebase is a software company's crown jewel — what changes when AI becomes the engine that builds it.

Open source LLMs are 90% cheaper than closed source models, yet they capture less than 30% of token share

On the uncanny valley of AI avatars, and our investment in Nuance Labs to build AI's missing emotional layer.

AI agents are only as good as the context they retrieve — why we're doubling down on Exa.

The rising tide of AI-driven cyberattacks demands a new era of smarter, autonomous defense.

For 25 years search meant ten blue links; now it's becoming infrastructure for AI — and that shift creates new opportuni...

A close read of Apple's controversial paper claiming to expose reasoning weaknesses in models like Claude and ChatGPT.

Knowledge work has evolved in waves — our investment in Tana, the AI-native collaborative workspace.

Long-form essays on the economics of tech, with the data to back it up. All signal, no noise.
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