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AI hasn’t shifted the bottleneck from coding to code review

Why we’ve stopped noticing the real improvement opportunity Since AI arrived, many people have mentioned that the bottleneck has shifted The p…

AI StrategyDevOpsSoftware DevelopmentContributedcontributed-octopus-deploy
The New Stack Jul 16, 2026, 18:00 UTC
EN

AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.

There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in The post A…

AICI/CDSoftware Developmentcontributed-octopus-deploy
The New Stack Jun 7, 2026, 16:30 UTC
EN

AI is creating a generation of developers who can’t debug their own code

On the surface, everything looks fine. The tests passed, the review is clean, and the junior who worked on it The post AI is creating a generation o…

AI EngineeringAI OperationsSoftware Developmentcontributed-octopus-deploy
The New Stack May 12, 2026, 16:16 UTC
EN

AI won’t speed up software delivery — nothing has

In my formative years, I had a Labrador/Whippet cross called Barclay. We did almost everything together. If I were digging The post AI won’t s…

AI EngineeringSoftware DevelopmentSoftware Testingcontributed-octopus-deploy
The New Stack May 4, 2026, 21:38 UTC

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