Knowledge Work

• Every Codebase Is an Uncompiled Knowledge Base

  April 10, 2026

  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.

• Code Is Knowledge

  April 9, 2026

  Code isn't just instructions for machines. It's a record of how an organization thinks — about customers, domains, risks, and trade-offs. We've always known this. Now we have tools that can make it explicit.

• Finding Your True Worth

  February 7, 2026

  Your value isn't in typing code—it's in what you know. In a GenAI world, that tacit knowledge is more precious than ever.