ai
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Every Codebase Is an Uncompiled Knowledge Base
Karpathy's LLM Knowledge Base architecture is a powerful contribution, but it draws a false boundary between code and knowledge. Your codebase is the largest uncompiled knowledge base in your organization — and agents can now extract what's inside it.
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Intent in Motion
A product's source code is a point-in-time snapshot of intent in motion. When an organization protects the artifact more than the community that gave it meaning, you learn what they actually believe.
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The Agent That Won't Defect
Why agentic coding might be our best defense against the social dynamics that create tech debt
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Building Consistent AI Imagery with Structured Prompts
How I built a reusable system for generating consistent blog imagery using JSON schemas, the OpenAI image API, and Claude Code skills.
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What Do You Design?
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Gen AI in Software Development, Not Coding 1
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Tacit Knowledge
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It Will Do Whatever Fool Thing You Ask It
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It Will Do Whatever Fool Thing You Ask It
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Agents are Hard
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The Bionic Developer
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What Is a Developer?
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What AI Tells Us About Ourselves
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Structured Semantics
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The Bionic Coach
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Systemic Oppression and Machine Learning
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A Quick Update - Trying to Dig Myself Out
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Leveraging Iteration and Decoupling
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Diversion #1: Agents
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Diversion #2: LangChain & Pydantic
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Complex Example
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Thinking over Typing 2.0
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Simplistic Example
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Oppression in Machine Learning
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AI Programmers Will Take Our Jobs!