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@faun shared a link, 10 months, 3 weeks ago
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Gaining Strategic Clarity in AI

AI Opportunity Treewelds cutting-edge tech to raw business value. Meanwhile, theAI System Blueprintknits tech tightly to stakeholder priorities. Lean models? They fuse teams, squash doubt, and thrust AI into action with exhilarating speed... read more  

Gaining Strategic Clarity in AI
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New AI innovations that are redefining the future for software companies

Azure AI Foundrygives developers the power to masterfully control AI agent workflows and streamline decision-making through a single API and SDK.Agentic DevOpselevates AI agents beyond mere coding assistants, morphing GitHub Copilot into a formidable dev partner eager to wrestle with code reviews an.. read more  

New AI innovations that are redefining the future for software companies
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@faun shared a link, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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, 10 months, 3 weeks ago
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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
werf is a CNCF Sandbox CLI tool to implement full-cycle CI/CD to Kubernetes easily. werf integrates into your CI system and leverages familiar and reliable technologies, such as Git, Dockerfile, Helm, and Buildah.

What makes werf special:

- Complete application lifecycle management: build and publish container images, test, deploy an application to Kubernetes, distribute release artifacts and clean up the container registry.
- Ease of use: use Dockerfiles and Helm chart for configuration and let werf handle all the rest.
- Advanced features: automatic build caching and content-based tagging, enhanced resource tracking and extra capabilities in Helm, a unique container registry cleanup approach, and more.
- Gluing common technologies: Git, Buildah, Helm, Kubernetes, and your CI system of choice.
- Production-ready: werf has been used in production since 2017; thousands of projects rely on it to build & deploy various apps.