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In
Production

Understand what actually works, and why.

6 min read

Why AI Adoption Fails for SMB

Prompt-to-product application development has exploded into the mainstream. But what looks like a complete product on the surface can have serious business and capability gaps disguised as simple wrappers.

5 min read

You Reek of AI

Your clients can smell AI slop. An analysis of the four syntactical tells that give away prompt output, and how to stop training models to ignore your voice.

7 min read

Why Your OpenClaw Deployment Is a Liability Waiting to Happen

LLM agents cannot guarantee outcomes. Law firms and other regulated verticals cannot afford that. An engineer's case for why stochastic systems are a category error as security boundaries.

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