6 posts
Andrej Karpathy's LLM Wiki and Product Definition as Code share a substrate: persistent, Git-backed, agent-friendly Markdown. But they establish fundamentally different contracts around truth, authority, semantics, and delivery. This article takes the comparison seriously.
VS Code's Agents Window is not just a UI: it's a multi-engine harness hosting Copilot CLI, Claude, and cloud agents. How the IDE became an operating system for software engineering agents.
Text becomes tokens, tokens become vectors, vectors consume memory, and memory pressure adds latency. A complete breakdown of the LLM inference pipeline.
Running out of tokens? Will you be part of this new form of slavery or will join the local ai rebellion? Your AI. Your rules.
AI can generate code faster than we can govern it. This article connects drift, specs, OpenSpec, and GitHub Spec Kit through the idea that really matters now: orchestration.
How specification-driven development serves as a control system to maintain product consistency when AI generates code at unprecedented speeds.