Thinking out loud about artificial intelligence, developer tooling, philosophy, and the gamification of everything.
In the age of autogeneration, taste scales better than models.
AI assistants forget everything between sessions. I built a file-based memory and orchestration system to fix that. Here's what 670 sessions and ~1,800 files taught me about giving AI persistent memory.
Claude's training data stops in early 2025. When you're debugging Next.js 16 issues in November, that's a problem. Here's how real-time search models change everything.
Karpathy built a system where AIs rank each other. I built one where they challenge each other. Here's what I learned from both.
The technical architecture behind AI that can actually think step-by-step, revise its mistakes, and call for backup when stuck.
That moment when Claude confidently rewrites the same broken code for the fifth time. Here's why it happens—and what we're doing about it.