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DevOpsChatapp12:08New role: Data Center Design Lead at a cloud provider
New role: Staff Infrastructure Engineer at a fintech
New role: Senior DevOps Engineer, Observability at an open source startup3 replies
New role: Senior Software Engineer, Internal Tooling at a SaaS company

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The ideas, deep dives and field notes worth your time. Curated from across DevOps.

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Anthropic built a model that beats Opus. It recommends Opus anyway.

Anthropic's new Fable 5.2 model matches Opus 5.5 on some coding benchmarks at about half the task cost, yet the company still recommends Opus for everyday work.

AI & MLOps · 10h ago · 4 min read Security

Why Nvidia gave OpenShell to the CNCF

Nvidia has donated its OpenShell agent-security runtime to the Cloud Native Computing Foundation as a Sandbox project, and the piece explains why the CNCF was chosen over other foundations.

Security · 10h ago · 8 min read Kubernetes

Expensive accelerators, no workload-level visibility: Introducing Amazon CloudWatch accelerated compute insights

Amazon CloudWatch's new accelerated compute insights gives teams one view of GPU and AWS AI accelerator use, health, and wasted spend on Amazon EKS, down to individual devices. It is an operational tool, not a billing system.

Kubernetes · 11h ago · 8 min read SRE & Incidents

Why Nitric stopped asking one AI agent to do everything

A five-person engineering team explains why it split incident handling across several specialized AI agents instead of one, and how that setup made triage and fixes easier to review and improve.

SRE & Incidents · 13h ago · 8 min read

CompareAWS vs AzureAWS and Azure cover the same core services; the choice usually turns on your existing identity and licensing setup and which tooling your team already knows.

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