A model can now port essentially any codebase from one programming language to another, work that used to take a team over a year.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Models will end up like databases — many of them, deployed for different uses — rather than one model used everywhere. SNSatya Nadella12 Nov 2025similar wording
• Translating software from one programming language to another is where coding agents already excel, because the existing code is a perfect specification. JDJeff Dean30 Jul 2026similar wording
• A year from now every coding model on the market will still take a bad instruction at face value and go fix the listed issues, where a human senior engineer would insist on a rewrite. DSDan Shipper24 May 2026similar wording
• Building on a model is unlike any previous software engineering, because the thing you are building on cannot be designed up front. BCBoris Cherny27 Jul 2026similar wording
• A model you have to fine-tune for each thing you want it to do is not a general-purpose model. CFChelsea Finn12 Aug 2026similar wording

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