AI has made prototyping fast but has not yet joined it to the workflow, so at any real scale the handoffs between functions are still there.

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• We are still retrofitting the tools we already had onto workflows we have only imagined, instead of designing for how people will actually work with AI. CHChip Huyen29 Mar 2026similar wording
• AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea. MNMichael Nielsen7 Apr 2026similar wording
• Craft excellence within each discipline is not going away, however much AI blurs the work across functional lines. ESElizabeth Stone19 Jul 2026similar wording
• The front end of software work has already collapsed into rapid prototyping, and part of the outer loop will collapse next. NFNicole Forsgren22 Mar 2026similar wording
• AI has already made sweeping mechanical changes cheap; the unsolved problem is getting the same productivity when adding features to an old, entangled codebase. TPThuan Pham1 Apr 2026similar wording

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