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Journey to 1000 models: Scaling Instagram’s recommendation system

Instagram'sML setup now wrangles more than1000 models. They've cooked up amodel registryand anautomated launch platform. Together, these cut deployment time from days to mere hours, keeping things rock-solid and amping up productivity... read more  

Journey to 1000 models: Scaling Instagram’s recommendation system
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Cloudflare Expands AI Capabilities with Launch of Thirteen New MCP Servers

Cloudflare'slatest brainchild: theModel Context Protocolservers. Think AI sidekicks, expertly juggling tasks like debugging and security audits without throwing chaos into the mix. No more rogue workloads causing headaches. These13 powerhouse serverssharpen AI integration withCloudflareservices, tur.. read more  

Cloudflare Expands AI Capabilities with Launch of Thirteen New MCP Servers
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Will ChatGPT tell this blind woman to take poison?

ChatGPT botched it big time—confusing poison with penicillin like it's a game. Told a user without sight to pop poison in almost every trial (100 times, no less). That's downright terrifying... read more  

Will ChatGPT tell this blind woman to take poison?
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New Crypto-Jacking Attacks Target DevOps and AI Infrastructure

Wizpopped the hood on a sneaky crypto-jacking scheme. Meet JINX-0132, an operation that hijacksNomad, Consul, Docker,andGiteamisconfigurations to stay under the radar. Meanwhile,Sysdigraised the alarm on a copycat act aimed atOpen WebUI. It’s a growing trend that flips exposed infrastructure into a .. read more  

New Crypto-Jacking Attacks Target DevOps and AI Infrastructure
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The Future of AI-Augmented Infrastructure: Letting AI Handle the Terraform Tax

Terraformreviews drag teams through "invisible costs," even with sleek tools. AI jumps in, offering sharper, context-savvy vetting without shaking up current workflows... read more  

The Future of AI-Augmented Infrastructure: Letting AI Handle the Terraform Tax
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Go is 80/20 language

Gokeeps it simple, delivering 80% of the goods with just 20% of the mess. But some critics sniff around, demanding more for their extra 36% effort.Swiftproves the point that more isn’t always better with its extra baggage... read more  

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Agentic DevOps: Evolving software development with GitHub Copilot and Microsoft Azure

GitHub Copilot'slatest release? A digital Swiss Army knife. It slices through complex code, automates your drudge work, and resurrects forgotten legacy systems, so you can dive into creative coding. Now it moonlights as your SRE onAzureand invites AI model tinkering straight into your workflow... read more  

Agentic DevOps: Evolving software development with GitHub Copilot and Microsoft Azure
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Engineering Principles for Building a Successful Cloud-Prem Solution

Cloud-Premmarries cloud's nimble speed with on-prem's tight grip. It fuses avendor-managed control planewith acustomer-owned data plane—a dream match for regulated sectors.Redpanda's BYOCslashed costs tenfold by axing egress fees. Meanwhile,Couchbase's Capellaserves up hybrid deployment like a maste.. read more  

Engineering Principles for Building a Successful Cloud-Prem Solution
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Declarative Homelab Management 

Switching toNixspins server config management into the 21st century. Imagine your setups as Lego sets: fullyreproducibleandportable. Swapping inValkeyfor Redis? License headaches no more. Tag teamHashicorp VaultwithTraefikto streamline SSL management—they transform chaos into order, tightening up bo.. read more  

Declarative Homelab Management 
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5 Cloud Storage Best Practices for AI Workloads

AI teamssegment data lifecyclesto reduce costs by moving inactive datasets to cheaper storage tiers. Theycheckpoint training progressregularly andback up checkpointsto cloud storage to prevent loss from failures. Models getprotected via object locks, automated backups, andgeo-redundant storagefor di.. read more  

5 Cloud Storage Best Practices for AI Workloads

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