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v1.35: Job Managed By Goes GA

In Kubernetes v1.35,spec.jobControllerManagedByhits GA. That means full handoff of Job reconciliation to external controllers is now official. It unlocks tricks likeMultiKueue, where a single management cluster fires off Jobs to multiple worker clusters, without losing sight of what’s running where... read more  

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@kaptain shared a link, 2 months, 3 weeks ago
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Troubleshooting Cilium network policies: Four common pitfalls

Cilium’s Day 2 playbook covers the real work: dialing inL7 policy controls, tuningHubble observability, and wringing performance fromBPF. It's how you keep big Kubernetes clusters sane. The focus?Multi-tenant isolation,node-to-node encryption, and scaling cleanly withexternal etcdso the network does.. read more  

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93% Faster Next.js in (your) Kubernetes

Next.js brings advanced capabilities to developers out-of-the-box, but scaling it in your own environment can be challenging due to uneven load distribution and high latency. Watt addresses these issues by leveragingSO_REUSEPORTin the Linux kernel, resulting in significantly improved performance met.. read more  

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1.35: In-Place Pod Resize Graduates to Stable

In-Place Pod Resizehits GA in Kubernetes 1.35. You can now tweak CPU and memory on live pods without restarts. This is finally production-ready! What’s new since beta? It now handlesmemory limit decreases, doesprioritized resizes, and gives you betterobservabilitywith fresh Kubelet metrics and Pod e.. read more  

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@kaptain shared a link, 2 months, 3 weeks ago
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Avoiding Zombie Cluster Members When Upgrading to etcd v3.6

etcd v3.5.26 patches a nasty upgrade bug. It now syncsv3storefromv2storeto stop zombie nodes from corrupting clusters during the jump to v3.6. The core issue: Older versions let stale store states bring removed members back from the dead... read more  

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Kubernetes OptimizationInPlace Pod Resizing,ZoneAware Routin

Halodoc cut EC2 costs and shaved latency by leaning into two Kubernetes tricks: In-place pod resizing(v1.33) lets them dial pod resources up or down on the fly, especially handy during off-peak hours. Zone-aware routingviatopology-aware hintskeeps inter-service traffic close to home (same AZ), skipp.. read more  

Kubernetes OptimizationInPlace Pod Resizing,ZoneAware Routin
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@kala shared a link, 2 months, 3 weeks ago
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Chinese AI in 2025, Wrapped

Chinese AI milestones in 2025: Big models from DeepSeek and others, AGI discussions at Alibaba, US-China chip war swings, Beijing's AI Action plan, and more. DeepSeek led the way with an open-source model, setting off a wave of Chinese companies going open-source. China's push for AGI and involvemen.. read more  

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Review of Deep Seek OCR

DeepSeek-OCRflips the OCR script. Instead of feeding full image tokens to the decoder, it leans on an encoder to compress them up front, trimming down input size and GPU strain in one move. That context diet? It opens the door for way bigger windows in LLMs. Why it matters:Shoving compression earlie.. read more  

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Evaluating AI Agents in Security Operations

Cotool threw frontier LLMs at real-world SecOps tasks using Splunk’s BOTSv3 dataset.GPT-5topped the chart in accuracy (62.7%) and gave the best results per dollar.Claude Haiku-4.5blazed through tasks fastest, just 240 seconds on average, maxing out tool integrations.Gemini-2.5-proflopped on both acc.. read more  

Evaluating AI Agents in Security Operations
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Everything to know about Google Gemini’s most recent AI updates

Google jammed a full no-code AI workshop into Gemini. The browser now bakes inOpal, a drag-and-drop app builder with a shiny newvisual editor. You can chain prompts, preview apps, and feed it text, voice, or images, without touching code. They also dropped theGemini 3 Flash model, built for dual rea.. read more  

The Magento 2 Notification Bar Extension by Magecomp is a valuable tool for e-commerce store owners seeking to enhance their customer engagement and promote important information, deals, or announcements effectively. This extension is designed to provide an easily customizable notification bar that can be displayed at the top or bottom of your Magento 2 store, catching the attention of your website visitors without being intrusive.

Key Features:

Highly Customizable: The Notification Bar Extension offers a wide range of customization options, allowing you to tailor the notification bar to match your store's design and branding. You can adjust the bar's color, font, size, and position to ensure it seamlessly integrates into your website's aesthetics.

Multiple Notification Types: You can use this extension for various purposes, including promoting discounts, announcing new product arrivals, displaying important messages, or capturing leads. It supports multiple notification types, such as text messages, countdown timers, and email subscription forms.

Responsive Design: In the era of mobile shopping, it's crucial that your notifications look great on all devices. Magecomp's extension is responsive, ensuring that your notifications are displayed correctly on desktops, tablets, and smartphones.

Scheduling: You can set up notifications to appear and disappear at specific times or on specific dates. This feature is particularly useful for running limited-time promotions or informing customers about upcoming sales events.

Geo-Targeting: Targeting specific regions or countries is made easy with the Geo-Targeting feature. You can show different notifications to customers from different locations, ensuring that your messages are relevant to your audience.

Animation Effects: Make your notifications more eye-catching with various animation effects. You can choose from options like slide, fade, or bounce to draw attention to your messages.

Call to Action Buttons: Encourage customer interaction by adding call-to-action buttons within your notifications. These buttons can link to specific product pages, landing pages, or contact forms.

Performance Optimization: The extension is designed to have minimal impact on your store's performance, ensuring that your website remains fast and responsive even with notifications enabled.

Analytics and Reporting: Gain insights into the effectiveness of your notifications with built-in analytics. You can track click-through rates, conversion rates, and other key metrics to refine your notification strategies.

Easy Installation and Configuration: Magecomp provides clear documentation and support to help you install and configure the extension without any technical hassles.

In conclusion, the Magento 2 Notification Bar Extension by Magecomp is a powerful tool for improving user engagement and increasing sales on your Magento 2 e-commerce store. With its robust customization options, responsive design, and a variety of features, it enables you to deliver targeted and visually appealing notifications to your customers, ultimately enhancing their shopping experience and helping you achieve your business goals.