AI Architecture
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I Gave My Agents a Memory That Can’t Leak
I run Claude Code and Pi across everything I build. They’re good, but they also forget everything the moment a session ends.…
AI & Implementation · 4 min -
The Marginal Return of Intelligence (And the Marginal Return to It)
One week ago I announced Grazier Ventures and Aqen.ai. Since then I’ve been asked a version of the same question about a…
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I Trained a Small Language Model on My City’s Government Documents
A few weeks ago I shipped a phone app that lets residents measure the speed of cars on their street. The thing…
Building in Public · 6 min -
Why Neuro-Symbolic AI Matters Today
For the past decade, we’ve watched deep learning transform everything from how we search the web to how we write code. Neural…
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Putting AI to Work in Your Engineering Workflow Today
A few years ago, I wrote about the creeping danger of debt. Debt being the slow accumulation of manual processes, fragile deployments,…
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The Pre-AI to Post-AI Company Transition
Leaders must rethink beyond adding ML models. Transition to AI-native architectures and embrace probabilistic systems for robust outcomes in this new era…