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@faun shared a link, 10 months, 1 week ago
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Kubernetes List API performance and reliability

Kuberneteshas a meltdown during list calls in massive clusters. Imagine the apiservers screaming fromout-of-memorypains when dealing with over 100k pods. Enterv1.31+, lending a hand with an in-memory watch cache to lighten the load. But let's be real—v1.34is the hero we need, finally syncing paginat.. read more  

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@faun shared a link, 10 months, 1 week ago
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Docker Brings Compose to the Agent Era: Building AI Agents is Now Easy

Docker Composenow makes building and cranking up intelligent agents a breeze, effortlessly meshing with smart frameworks likeVercel AI SDKandGoogle's ADK. Unburden your machine by tossing compute-heavy tasks to the cloud withDocker Offloadfor that sweet GPU boost. Keep local resources untangled and .. read more  

Docker Brings Compose to the Agent Era: Building AI Agents is Now Easy
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@faun shared a link, 10 months, 1 week ago
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How to configure routed IPv6 in Docker

Docker's playing it cool with native routed IPv6. No more clumsy hacks like NAT66. It’s Layer 3 purity—straight-up packet forwarding. Complexity? Toss it. Say hello to sleek routing. Bring your A-game with BGP for routing and tailor-made firewall rules for smooth, peer-to-peer traffic handling... read more  

How to configure routed IPv6 in Docker
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@faun shared a link, 10 months, 1 week ago
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Use K8sGPT and Amazon Bedrock for simplified Kubernetes cluster maintenance

K8sGPTteams up withAmazon Bedrockto turbocharge Kubernetes operations. Think AI insights, faster debugging, and self-healing magic worthy of a veteran SRE.K8sGPTharnesses AI models likeClaudeandOpenAIin two ways: The trusty CLI for nimble maneuvers and Operator for relentless, watchful monitoring in.. read more  

Use K8sGPT and Amazon Bedrock for simplified Kubernetes cluster maintenance
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@faun shared a link, 10 months, 1 week ago
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How I Finally Understood Virtual Machines vs Containers (Like Apartment Rentals)

VMs: Think of it as leasing that high-rise corner office—yours to deck out, private but a bit of a memory hog.Containers: More like shacking up with roommates—compact, super speedy, and easy to share the load... read more  

How I Finally Understood Virtual Machines vs Containers (Like Apartment Rentals)
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@faun shared a link, 10 months, 1 week ago
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Gluetun is the best way to route your Docker containers through a VPN, here's how I use it

Gluetunprovides a powerful and lightweight solution for routing outbound traffic from Docker containers through a secure VPN tunnel, offering improved privacy, isolation, and control for select applications in a home lab or development environment... read more  

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@faun shared a link, 10 months, 1 week ago
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Behind the code: How developers work in 2025

AI's Wobbly Ride with Developers—A staggering 76% of IT/SaaS folks embrace it, compared to a measly 22% across the board. Meanwhile,ChatGPT shoots up to an 82% adoption rate,blazing past others. The days of hunching over desktops are fading; 64% of devs now thrive in the cloud or remote setups.Secur.. read more  

Behind the code: How developers work in 2025
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@faun shared a link, 10 months, 1 week ago
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Switching to Claude Code + VSCode inside Docker

UsingClaude Code in Dockerthrough VSCode's Dev Containers isn't just about tech—it’s about keeping your AI in a safe little box where it can't wreak havoc on your setup. Picture this: no panic over unexpected system tantrums. Plus, say goodbye to absurd rate limits and hefty bills. A bonus, particul.. read more  

Switching to Claude Code + VSCode inside Docker
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@laura_garcia shared a post, 10 months, 1 week ago
Software Developer, RELIANOID

🚨 New Ransomware Threat: BERT Targets VMware ESXi with Forced VM Shutdowns

A newly identified ransomware group called BERT is making headlines for its disruptive attack strategy: forcibly shutting down ESXi virtual machines before encryption — making recovery nearly impossible. Key highlights: 🔹 Terminates VMs before encryption to block disaster recovery 🔹 Targets ESXi, Li..

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@anjali shared a link, 10 months, 1 week ago
Customer Marketing Manager, Last9

How to Get Grafana Iframe Embedding Right

Know how to securely embed Grafana dashboards using iframes, covering auth, config, performance, and monitoring with Last9.

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Magika is an open-source file type identification engine developed by Google that uses machine learning instead of traditional signature-based heuristics. Unlike classic tools such as file, which rely on magic bytes and handcrafted rules, Magika analyzes file content holistically using a trained model to infer the true file type.

It is designed to be both highly accurate and extremely fast, capable of classifying files in milliseconds. Magika excels at detecting edge cases where file extensions are incorrect, intentionally spoofed, or absent altogether. This makes it particularly valuable for security scanning, malware analysis, digital forensics, and large-scale content ingestion pipelines.

Magika supports hundreds of file formats, including programming languages, configuration files, documents, archives, executables, media formats, and data files. It is available as a Python library, a CLI, and integrates cleanly into automated workflows. The project is maintained by Google and released under an open-source license, making it suitable for both enterprise and research use.

Magika is commonly used in scenarios such as:

- Secure file uploads and content validation
- Malware detection and sandboxing pipelines
- Code repository scanning
- Data lake ingestion and classification
- Digital forensics and incident response