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Keeping 20,000 GPUs healthy

Modal unpacked how it keeps a 20,000+ GPU fleet sane across AWS, GCP, Azure, and OCI. Think autoscaling, yes, but with some serious moves behind the curtain. They're running instance benchmarking, enforcing machine image consistency, running boot-time checks, and tracking GPU health both passively a.. read more  

Keeping 20,000 GPUs healthy
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Securing Agents in Production (Agentic Runtime, #1)

Palantir's AIP Agentic Runtime isn't just another agent platform, it's a control plane with teeth. Think tight policy enforcement, ephemeral autoscaling with Kubernetes (Rubix), and memory stitched in from the jump viaOntology. Tool usage? Traced and locked down with provenance-based security. Every.. read more  

Securing Agents in Production (Agentic Runtime, #1)
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Is that allowed? Authentication and authorization in Model Context Protocol

TheModel Context Protocol (MCP) 2025-11-25spec tightens up remote agent auth. It leans intoOAuth 2.1 Authorization Code grants, PKCE required, step-up auth backed. No token passthrough allowed. What’s new: experimental extensions forclient credentialsandclient ID metadata. These smooth out agent reg.. read more  

Is that allowed? Authentication and authorization in Model Context Protocol
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Moltbot Personal Assistant Goes Viral, And So Do Your Secrets

Moltbot, the self-hosted AI agent with native hooks for Slack, Telegram, and WhatsApp, exploded from 50-ish to over 3,000 GitHub forks a day after going viral on Jan 24, 2026. It's built around a file-backed workspace and automates everything from code deploys to cloud orchestration. Cool? Definitel.. read more  

Moltbot Personal Assistant Goes Viral, And So Do Your Secrets
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Supply-chain risk of agentic AI - infecting infrastructures via skill worms

AI assistants with shell, network, or filesystem "skills" don't just help, they expose. These hooks can run commands before any human checks the model’s output. That means a bigger attack surface. More room for lateral movement. Easier persistence. In setups where tools like Claude Code run often, i.. read more  

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CodeBreach: Supply Chain Vuln & AWS CodeBuild Misconfig

Wiz Research dropped details onCodeBreach, a serious flaw that cracked open AWS SDK GitHub repos, yes, including the popular JavaScript one. The root problem? Leakyregex filtersin CodeBuild pipelines. They missed anchors, so attackers slipped in rogue pull requests, dodged build rules, and stole hig.. read more  

CodeBreach: Supply Chain Vuln & AWS CodeBuild Misconfig
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I Cannot SSH Into My Server Anymore (And That’s Fine)

A dev ditched their $100/month VPS for a clean, automated CoreOS setup. No SSH. No clicking around. JustIgnition,Podman Quadlets, andTerraformdoing the heavy lifting. It boots from YAML, spins up containers with systemd, and keeps itself fresh withPodman auto-updates, zero-touch, straight from the r.. read more  

I Cannot SSH Into My Server Anymore (And That’s Fine)
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Nanoservices: Why Serverless Got Architecture Right

A fresh take onAWS Lambdaand serverless: thinknanoservices- tiny, isolated functions instead of chunky microservices. No shared state or shared runtime but clean separation, lean logic, and fewer ways to screw up scaling. Where microservices can spiral into spaghetti, nanoservices stay crisp. Each f.. read more  

Nanoservices: Why Serverless Got Architecture Right
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@kala shared an update, 1 month, 2 weeks ago
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OpenClaw - Former Moltbot, Former Clawdbot - Went Viral Overnight. Then Security Reality Hit.

OpenClaw

OpenClaw, an open-source AI assistant platform, has been launched, evolving from Clawdbot and Moltbot. It features new plugins, enhanced security, and support for new models, while addressing a major security vulnerability. The platform emphasizes community involvement and invites contributions for its development.

OpenClaw - Former Moltbot, Former Clawdbot - Went Viral Overnight. Then Security Reality Hit.
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.