ContentPosts from @fuhongyuan1989610..
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@faun shared a link, 2 months, 1 week ago

The Rise of Energy and Water Consumption Using AI Models, and How It Can Be Reduced

AI and data centers gobble up 2-3% of the world's electricity.Expect that number to swell. All those chatty AI models? They gulpup to 500ml of water per conversationjust to keep cool. Techniques like transfer learning and model distillation play hero roles in hacking down AI's thirst for energy. Mod..

The Rise of Energy and Water Consumption Using AI Models, and How It Can Be Reduced
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@faun shared a link, 2 months, 1 week ago

LangChain vs. Langfuse

LangChainconducts LLM workflows with finesse. It's like a symphony, swapping components as easily as React swaps elements in the DOM. MeetLangfuse, your backstage pass. It deconstructs complex LLM setups into structured datasets, offering a front-row view to every single model interaction...

LangChain vs. Langfuse
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@faun shared a link, 2 months, 1 week ago

The Junior Developer Extinction: We’re All Building the Next Programming Dark Age

AI cranks junior developers’ productivity by up to 40%.The catch? It might spawn a crowd tethered to tools they haven't fully grasped...

The Junior Developer Extinction: We’re All Building the Next Programming Dark Age
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@faun shared a link, 2 months, 1 week 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 ..

New Crypto-Jacking Attacks Target DevOps and AI Infrastructure
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@faun shared a link, 2 months, 1 week 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...

The Future of AI-Augmented Infrastructure: Letting AI Handle the Terraform Tax
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@faun shared a link, 2 months, 1 week 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...

Agentic DevOps: Evolving software development with GitHub Copilot and Microsoft Azure
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@faun shared a link, 2 months, 1 week 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..

Engineering Principles for Building a Successful Cloud-Prem Solution
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@faun shared a link, 2 months, 1 week 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...

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@faun shared a link, 2 months, 1 week 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...

Highlights from Git 2.50
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@faun shared a link, 2 months, 1 week ago

Broadcom is Bullying Enterprises with VMware Audits

Broadcom's latest move? Burying those trusty perpetual licenses. Now it's subscription time, folks, with price tags attached like parachutes packed by someone mildly annoyed. And if that wasn't enough, they're on a mission to sniff out unlicensed users like a bloodhound on a hunt, wielding audits an..

Broadcom is Bullying Enterprises with VMware Audits