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I fixed my AI reviewer. Then I kept solving the wrong problem

Naming cognitive jobs over rubric tuning

I fixed my AI reviewer. Then I kept solving the wrong problem

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Comments 27
5 min read
BoxAgnts Tool System (3) — The Complete Chain of Tool Registration and Hot Reloading

BoxAgnts Tool System (3) — The Complete Chain of Tool Registration and Hot Reloading

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8 min read
The Reason Your Agent Demo Isn't in Production Has Nothing to Do With the Model

The Reason Your Agent Demo Isn't in Production Has Nothing to Do With the Model

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4 min read
Make Your AI Coding Agent Transparent - See What It Actually Sends to the Model

Make Your AI Coding Agent Transparent - See What It Actually Sends to the Model

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3 min read
Prompts to Production — A Full Stack Application by Sonnet with Catalyst

Prompts to Production — A Full Stack Application by Sonnet with Catalyst

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13 min read
The Agent Revolution Is Here and It's Messy

The Agent Revolution Is Here and It's Messy

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3 min read
The Hidden Economics of AI: What It Actually Costs to Run LLMs in Production (With Real Data)

The Hidden Economics of AI: What It Actually Costs to Run LLMs in Production (With Real Data)

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6 min read
Securing the AI supply chain 🛡️

Securing the AI supply chain 🛡️

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1 min read
Am I Reinventing the Wheel? Building a Company's AI Brain

Am I Reinventing the Wheel? Building a Company's AI Brain

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1 min read
The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic

The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic

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11 min read
E.L.L.A. — Embedded Local Logic Agent

E.L.L.A. — Embedded Local Logic Agent

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4 min read
What It Costs to Run an AI Agent — and How to Make It Pay For Itself

What It Costs to Run an AI Agent — and How to Make It Pay For Itself

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4 min read
I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects

Precision-recall and the false positive mirage

I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects

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Comments 45
5 min read
Different Clocks, Same Room

Different Clocks, Same Room

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1 min read
Coordinating multiple AI coding agents on one repo or multiple in your own ecosystem — without git worktrees

Coordinating multiple AI coding agents on one repo or multiple in your own ecosystem — without git worktrees

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Comments 4
4 min read
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