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Software Supply Chains Under Pressure: What Malware and AI Changed in 2025 and what to Expect in 2026

2025 exposed a shift in software supply chain attacks. AI-assisted malware, self-propagating techniques, and widespread trust abuse altered how compromises spread across dependencies, registries, and CI/CD pipelines.

This upcoming LinkedIn Live SafeDev Talk examines what truly changed, why long-held security assumptions are breaking down, and what development teams need to rethink as they head into 2026.

📅 January 20th | ⏰ Time: 𝟏𝟔:𝟑𝟎 (𝐂𝐄𝐒𝐓)/𝟏𝟎:𝟑𝟎 (𝐄𝐃𝐓)

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SafeDev Talk 1 2026 - Yearly Recap (4)
Link FAUN.dev() Team
@eon01 shared a link, 2 months, 1 week ago
Founder, FAUN.dev

2025 Internet Trends

Cloudflare just released its 2025 Radar Year in Review, a systems report on how the Internet actually behaved last year. A few things stood out in my opinion: 👉 Most AI systems take far more than they give back. AI bots now account for a meaningful slice of web traffic. Googlebot alone generates mor.. read more  

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@varbear shared a link, 2 months, 1 week ago
FAUN.dev()

Stop Forwarding Errors, Start Designing Them

A fresh take on Rust error handling just dropped - and it's calling out the usual suspects. Forget blindly forwarding errors withanyhowor smearing context around withProvider. This approach pushes forstructured, intent-driven error types- errors that say what to do next (like "retry this") instead o.. read more  

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@varbear shared a link, 2 months, 1 week ago
FAUN.dev()

The Code Review That Cost $2 Million, CodeGood

New data shows only15% of code review comments catch real bugs. The rest? Nitpicks on style, naming, or formatting - stuff linters and AI were made to handle. Human reviews burn through$3.6M a yearin larger orgs and still miss the tough stuff: threading issues, system integration bugs, rare edge cas.. read more  

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@varbear shared a link, 2 months, 1 week ago
FAUN.dev()

Distinguishing yourself early in your career as a developer

A seasoned dev maps the job market into three tiers:local/public companies,VC-backed/startups, andBig Tech/finance. Each step up brings more money, more competition, and a steeper climb. Category 3(Big Tech/finance): Highest salaries. Broadest interview access. Brutal prep required. Category 2(start.. read more  

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@kaptain shared a link, 2 months, 1 week ago
FAUN.dev()

BadPods Series: Everything Allowed on AWS EKS

A security researcher ran a full-blown container escape on EKS usingBadPods- a tool that spins up dangerously overprivileged pods. The pod broke out of its container, poked around the host node, moved laterally, and swiped AWS IAM creds. All of it slipped past EKS’s defaultPod Security Admission (PS.. read more  

BadPods Series: Everything Allowed on AWS EKS
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@kaptain shared a link, 2 months, 2 weeks ago
FAUN.dev()

Streamline your containerized CI/CD with GitLab Runners and Amazon EKS Auto Mode

GitLab Runners now work withAmazon EKS Auto Mode. That means hands-off infra, smarter scaling, and built-in AWS security. Runners spin up onEC2 Spot Instances, so teams can cut CI/CD compute costs by as much as90%- without hacking together flaky pipelines... read more  

Streamline your containerized CI/CD with GitLab Runners and Amazon EKS Auto Mode
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@kaptain shared a link, 2 months, 2 weeks ago
FAUN.dev()

Kubernetes GPU Management Just Got a Major Upgrade

Kubernetes 1.34 droppedDynamic Resource Allocation (DRA)- think persistent volumes, but for GPUs and custom hardware. Vendors can now plug in drivers and schedulers for their devices, and workloads can pick exactly what they need. Coming in 1.35: a newworkload abstractionthat speaks the language of .. read more  

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@kaptain shared a link, 2 months, 2 weeks ago
FAUN.dev()

From Deterministic to Agentic: Creating Durable AI Workflows with Dapr

Dapr droppedDurable Agents- a mashup of classic workflows and LLM-driven agents that can actually get things done and survive rough edges. They track reasoning steps, tool calls, and chat states like a champ. If things crash, no problem: Dapr Workflows and Diagrid Catalyst bring it all back... read more  

From Deterministic to Agentic: Creating Durable AI Workflows with Dapr
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@kaptain shared a link, 2 months, 2 weeks ago
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Implementing assurance pipeline for Amazon EKS Platform

AWS released a full-stack CI/CD validation pipeline forAmazon EKS. It pulls in six layers of testing,Terraform,Helm,Locustload testing, and evenAWS Fault Injectionfor pushing resilience to the edge. The goal: bake policy checks, functional tests, and brutal load tests right into pre-deployment. Fewe.. 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.