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@faun shared a link, 5 months, 2 weeks ago

LLM Optimization: LoRA and QLoRA

Learn how LoRA and QLoRA make it possible to fine-tune huge language models on modest hardware. Discover the adapter approach for scaling LLMs to new tasks—and why quantization is the next step in efficient model training... read more  

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@faun shared a link, 5 months, 2 weeks ago

Building MCP Servers Like a Pro (With a Little Help from yfinance and LLMs)

Hook LLMs to real-time stock data with MCP + yfinance—see how to build, test, and deploy smarter with help from LLMs... read more  

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@faun shared a link, 5 months, 2 weeks ago

Rust is Officially in the Linux Kernel

Rust struts into Linux 6.15with the flashy entrance of theNOVA DRM driver.No subtlety here; it's gunning for Nvidia's crown and promising a jetpack for those next-gen RTX beasts. Meanwhile,Fornjot CADwhispers sweet nothings to tinkerers: model anything your Rusty heart desires, straight from code to.. read more  

Rust is Officially in the Linux Kernel
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@faun shared a link, 5 months, 2 weeks ago

How To Structure Terraform Deployments At Scale

Scalrcracks the admin whip with a sharp, flexible hierarchy inTerraform. It lets dev teams roam free in their own isolated territories. Usinginheritance and reusable moduleslike a seasoned parent, it kills bottlenecks and spikes code efficiency... read more  

How To Structure Terraform Deployments At Scale
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@faun shared a link, 5 months, 2 weeks ago

GitHub MCP Exploited: Accessing private repositories via MCP

Invariantplayed detective and unearthed a gaping hole in GitHub MCP. This flaw lets sneaky attackers hijack agents using malicious GitHub issues, spilling private repo secrets all over the public domain. Fortify your agent systems: clamp down on access and deployInvariant Guardrailsalong withMCP-sca.. read more  

GitHub MCP Exploited: Accessing private repositories via MCP
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@faun shared a link, 5 months, 2 weeks ago

Building a Distributed Cache for S3

ClickHouse Cloud's distributed cache obliterates latency woes:Compute nodes band together, sharing cached data, and sidestepping S3 molasses. They rev up speed by4x, even during chilly starts. Cold starts and storage re-reads? Forget 'em. Welcome to the fast lane... read more  

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@faun shared a link, 5 months, 2 weeks ago

Are Edge Computing and Cloud Computing in Competition?

Edge computingis climbing the ranks with a cool $380 billion market tag. The culprits?IoTandGenAI—those data-hungry beasts. But don’t toss your cloud computing just yet.Edge AIspruces things up: trims latency, cuts costs, bolsters security.Hybrid architectures? They cozy up to both edge and cloud, c.. read more  

Are Edge Computing and Cloud Computing in Competition?
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@faun shared a link, 5 months, 2 weeks ago

Secure CI/CD Isolation with Firecracker and WireGuard

Firecrackeramps up CI/CD security with lightweightmicro-VMsthat seal each job in its own fortress. They boot up as fast as you can say "instant ramen." AddNetBirdto the mix, and you've got encrypted mesh networking that keeps prying eyes at bay—all without needing public IPs. Curious yet?.. read more  

Secure CI/CD Isolation with Firecracker and WireGuard
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@faun shared a link, 5 months, 2 weeks ago

AWS Cost Explorer now offers new Cost Comparison feature

AWS Cost Explorerjust got gutsy with itsCost Comparisonfeature. Spot those pesky month-to-month cost swings—no spreadsheet migraines required. It sniffs out usage, credits, you name it. And yes, still easy on the eyes... read more  

AWS Cost Explorer now offers new Cost Comparison feature
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@faun shared a link, 5 months, 2 weeks ago

Chat with your AWS Bill

Chat up yourAWS billusing Amazon Q CLI. Get savvy cost optimization tips and let MCP untangle tricky questions—like how much your EBS storage is bleeding you dry... read more  

Chat with your AWS Bill

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