ContentPosts from @yuliashap..
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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

Build Your Own AI Assistant with Goose and Model Runner Building an Easy Private AI Assistant with Goose and Model Runner

GooseCLI joins forces withDocker Model Runnerto bring OpenAI-compatible language models right to your desktop. Privacy? Check. Flexibility? Double-check. Tame tedious tasks and streamline workflows with a script-happy AI sidekick, all running safely from your own machine. No clouds in sight... read more  

Build Your Own AI Assistant with Goose and Model Runner Building an Easy Private AI Assistant with Goose and Model Runner
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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

Highlights from Git 2.50

Git 2.49rolls out a fresh bag of tricks. Now, lightweight tags swagger with commit signatures, adding a splash of authenticity... read more  

Highlights from Git 2.50
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@faun shared a link, 4 months, 4 weeks ago

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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@faun shared a link, 4 months, 4 weeks ago

Bots are overwhelming websites with their hunger for AI data

Rampaging AI bots are wreaking havoc on39 out of 43cultural institutions, bulldozing their way through digital collections and often causing epic crashes.Robots.txtis waving the white flag. AWS and Cloudflare put up a decent fight, but the bot swarms still drain money like a leaky faucet... read more  

Bots are overwhelming websites with their hunger for AI data