The workflow, not the model, is where ai coding wins now. a stanford 2026 finding, surfaced…
the workflow, not the model, is where ai coding wins now. a stanford 2026 finding, surfaced september 16, puts live ai-assisted coding 38% ahead of pull-request loops for team throughput, which reframes the bottleneck from generation to review.
the pr template is the new legacy system.
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The note above is reproduced unedited from the original post, first published on Threads on 21 September 2026 at 02:01 IST.
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The air is now being asked to keep its own ledger
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