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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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Fragments: November 10

A roundup of recent links on AI-era software work, covering agent operating models, how data center opposition may reshape token prices, the real cost of tokens, editing model weights, and a framework for judging agent context quality.

AI & MLOps · 46m ago · 8 min read SRE & Incidents

Long-horizon agents and durable execution

A look at durable execution, a programming pattern that lets long-running AI agents recover from crashes and network failures without starting over. The piece is written by Kiran Prakash.

SRE & Incidents · 1h ago · 1 min read AI & MLOps

Anthropic launches Fable 5.2 with a price cut and stronger coding scores

Anthropic has released Fable 5.2 and Mythos 5.2, with lower token prices, a faster output mode, and benchmark gains in coding, though some rivals still lead on certain tests.

AI & MLOps · 20h ago · 6 min read Cloud

Google claims its new AI software cuts inference latency by over 90% — but there’s a catch

Google's open-source TPU Sync software aims to speed up AI inference by cutting data-movement delays between memory tiers, with large gains claimed in some tests but notable limits on hardware and maturity.

Cloud · 20h ago · 3 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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