TLDR Tech / Dev
Why "just prompt better" doesn't work
AI coding assistants often increase development time due to their inability to facilitate constraint discovery, rather than solving core problems. A primary issue is communication friction, where technical constraints are discovered late or poorly communicated to non-technical stakeholders. AI tools make this worse by uncritically generating code, bypassing the human implementation phase where developers naturally uncover implicit constraints and engage in productive conflict.
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