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ExternalSoftware Engineering
DEV Community

Do AI Coding Tools Actually Make Developers Faster? The Data Says It Depends

Artificial intelligence is changing the way software is developed. Today, developers can ask an AI coding assistant to generate a function, explain an error, write a test, refactor code, or suggest a solution to a problem that might otherwise take several searches and attempts. This naturally raises an important question: Do AI coding tools actually make developers faster? The simple answer is: sometimes. Research on developer productivity presents a more complicated picture than the popular ide

aiwebdevprogramming
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

How to kill a Zombie?

We all have our Zombies; no, not the ones you think of from movies. I’m talking about software, like pet projects and ventures. My Zombie is Contenox—how do I know it is one? Well, each time I try to kill it, it comes back bigger and stronger, with much more hunger than before the kill. Had that problem? I hope not; it’s daunting, eats your time, eats your opportunities, and, well, your health and money. Let’s step back a little: why did I even want to kill it? ...made specifically to work be

aidiscusscareer
DEV CommunityRead original
ExternalSoftware Architecture
AWS Architecture Blog

ReadyOn’s Four Walls of tenant isolation on Amazon EKS

ReadyOn runs a multi-tenant platform on Amazon EKS that handles highly sensitive enterprise data. This post describes their Four Walls model: four independent layers of tenant isolation combining Kubernetes namespaces, Karpenter node pools, Amazon VPC security groups, and per-tenant Amazon Aurora databases for zero-trust defense in depth.

Amazon Elastic Kubernetes Service
AWS Architecture BlogRead original
ExternalTechnology Trends
The Verge Tech

OpenAI and Microsoft knew they were starting a ‘doom loop’ for the web

Recently unsealed court documents in the New York Times' case against OpenAI and Microsoft are pretty damning. The companies' own documentation warned that it was starting a "doom loop" that would damage the web, characterized its scraping of data to train its models as the "largest theft of labor in human history," and that it made a "complete mockery of the idea of fair use." Many of the most eye-catching quotes from the document come from Microsoft's Director of Applied Science, Brent Hecht.

The Verge TechRead original
ExternalAI
AWS Machine Learning Blog

Amazon SageMaker Inference: 2026 year-to-date launches in review

Amazon SageMaker AI shipped 13 inference launches in year-to-date across two deployment paths: fully managed endpoints and Amazon SageMaker HyperPod Inference. This post reviews each launch, from inference recommendations and capacity-aware instance pools to tiered KV caching and disaggregated prefill and decode.

Amazon SageMaker AIAnnouncementsIntermediate (200)
AWS Machine Learning BlogRead original

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