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Coding agents made building easy. Platform teams that build from scratch are 3.5x more likely to lack a strategy.

Build-or-buy is usually framed as an engineering trade-off, where developer time is weighed against integration and migration overhead, and control…

AIAI AgentsAI Strategycontributed-octopus-deploy
The New Stack Oct 12, 2026, 19:28 UTC
EN

Study: Developers are addicted to AI, and managers are making it worse

AI is addictive, and managers are rewarding those who use it the most (even though they are shipping stuff they The post Study: Developers are addic…

AI EngineeringAI OperationsAI Strategycontributed-octopus-deploy
The New Stack Sep 17, 2026, 15:12 UTC
EN

Your AI coding spend bought 25% more output. Duplication rose 81%.

Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools, The post Your AI coding spend bought 25%…

AI OperationsAI StrategySoftware Developmentcontributed-octopus-deploy
The New Stack Sep 14, 2026, 14:39 UTC
EN

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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