AI Coding Doesn’t Have an Intelligence Problem. It Has a Continuity Problem. (opens in new tab)

Every new model promises better reasoning, longer context windows, and stronger coding capabilities. Yet many development teams experience the same frustration: The AI understands the project today, then forgets it tomorrow. The issue isn’t intelligence. It’s continuity. Modern software projects evolve through hundreds of small decisions: Architecture choices Refactors Feature priorities Technical debt discussions Team handoffs AI-generated changes Most AI tools only see a snapshot of the cur...