Databases hold information. They do not pass it on. The institution still has a working store. The people who could explain what the records mean are leaving, or already gone. What sits in the …
The Builder Journey
Designing loops and skills is how you stop re-explaining intent every session and start compounding it. In Knowledge as Code, I argued for the file: institutional memory that survives a tool …
Reliable AI Begins Before the Model
The most reliable AI systems are not built on better prompts alone; they are built on knowledge that has been structured, bounded, tested, traced, and made accountable to human …
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Knowledge Priming: The Attention Budget
Knowledge as code fails in production when the files exist but the agent still ships the average of the internet. In Knowledge as Code, I argued for the file: institutional memory that …
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Negative Knowledge
Deletion without annotation is the actual failure. Most knowledge systems treat retirement as cleanup; the audit trail of how conclusions changed is a qualification, not clutter. In Knowledge …
Knowledge as Code
AI did not create the knowledge management problem; it exposed how little of what we actually know was ever written down in a form that survives a tool change, a staff departure, or a single agent …