Cloud & Infrastructure
Cloud & Infrastructure news — Saturday 24 October 2026
4 stories from 1 sources, every one in English. Each links to its publisher.
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AWS says its AI security agent fixes 89% of bugs — but there’s a catch
The New Stack
AWS made Continuum for code vulnerabilities generally available on Thursday. The service finds and validates bugs in your repositories, checks them against your AWS environment, and opens pull requests with proposed fixes. The 89%…
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Building an agentic software factory? Start with the sensor.
The New Stack
A gap has long existed between the shipping velocity of the best engineering teams and the rest of the bell curve. For most of the industry’s history, it was a multiple measured in deploys per week. Agents are turning that multiple into an…
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Why Kubernetes autoscalers keep fighting each other (and why the solution must be autonomous)
The New Stack
Ask an SRE a deceptively simple question: What is the right size for checkout-api , and how many replicas should it run right now? Their Helm values specify replicas: 3, cpu: 1000m , and memory: 2Gi . But the live cluster tells a different…
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Before you expand your GPU pool, measure the outcome
The New Stack
For teams running AI workloads on Kubernetes, a fully allocated GPU pool and a growing batch-job queue might make expanding the pool seem like the obvious next step. But a growing queue could point to timing, serving capacity, or the…