Re:The consequences of task switching in supervisory program...
by wittlesus on Saturday February 14, 2026 @11:05PM
(#47020952)
The cognitive debt framing really resonates. I've noticed two very different failure modes when working with AI coding tools:
1. The "black box" problem — you accept generated code without fully understanding it, and later can't debug or extend it because you never built the mental model.
2. The "context fragmentation" problem — you're constantly switching between reviewing AI output, correcting course, and holding your own design intent in your head. It's like pair programming with someone who has perfect syntax recall but zero memory of what you discussed 5 minutes ago.
The teams that seem to avoid the wall are the ones who treat AI as a drafting tool rather than a decision-making tool. You still need to be the architect. The AI just types faster than you do.
1. The "black box" problem — you accept generated code without fully understanding it, and later can't debug or extend it because you never built the mental model.
2. The "context fragmentation" problem — you're constantly switching between reviewing AI output, correcting course, and holding your own design intent in your head. It's like pair programming with someone who has perfect syntax recall but zero memory of what you discussed 5 minutes ago.
The teams that seem to avoid the wall are the ones who treat AI as a drafting tool rather than a decision-making tool. You still need to be the architect. The AI just types faster than you do.