Frontend Dogma<p>Teaching Code in the AI Era: Why Fundamentals Still Matter, by @alispit.tel:</p><p><a href="https://dev.to/aspittel/teaching-code-in-the-ai-era-why-fundamentals-still-matter-1k1g" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dev.to/aspittel/teaching-code-</span><span class="invisible">in-the-ai-era-why-fundamentals-still-matter-1k1g</span></a></p><p><a href="https://mas.to/tags/training" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>training</span></a> <a href="https://mas.to/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai</span></a> <a href="https://mas.to/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>programming</span></a> <a href="https://mas.to/tags/vibecoding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>vibecoding</span></a> <a href="https://mas.to/tags/security" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>security</span></a> <a href="https://mas.to/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> <a href="https://mas.to/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>performance</span></a> <a href="https://mas.to/tags/quality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quality</span></a> <a href="https://mas.to/tags/testing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>testing</span></a> <a href="https://mas.to/tags/documentation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>documentation</span></a></p>
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#scalability
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Perry Allen<p>🏘️🤯 Control THOUSANDS of properties? Sounds impossible, right? Not with the right systems! I'm breaking down a scalable strategy for managing massive real estate portfolios in my latest <a href="https://mastodon.social/tags/shorts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shorts</span></a> video. Think streamlined processes, smart automation, and a whole lot of leverage. Check it out and let me know your biggest property management headache! 👇 <a href="https://youtube.com/shorts/WUOClZHbT7Y#realestate" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtube.com/shorts/WUOClZHbT7Y</span><span class="invisible">#realestate</span></a> <a href="https://mastodon.social/tags/propertymanagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>propertymanagement</span></a> <a href="https://mastodon.social/tags/investing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>investing</span></a> <a href="https://mastodon.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> <a href="https://mastodon.social/tags/business" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>business</span></a> <a href="https://mastodon.social/tags/automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>automation</span></a> <a href="https://mastodon.social/tags/shorts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shorts</span></a> <a href="https://mastodon.social/tags/realestate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>realestate</span></a></p>
Felix Palmen :freebsd: :c64:<p>First change since <a href="https://mastodon.bsd.cafe/tags/swad" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>swad</span></a> 0.2 will actually be a (huge?) improvement to my <a href="https://mastodon.bsd.cafe/tags/poser" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>poser</span></a> lib. So far, it was hardwired to use the good old <a href="https://mastodon.bsd.cafe/tags/POSIX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>POSIX</span></a> <a href="https://mastodon.bsd.cafe/tags/select" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>select</span></a> call. This is perfectly fine for handling around up to 100 (or at least less than 1000, YMMV) clients.</p><p>Some <a href="https://mastodon.bsd.cafe/tags/select" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>select</span></a> implementations offer defining the upper limit for checked file descriptors. Added support for that.</p><p>POSIX also specifies <a href="https://mastodon.bsd.cafe/tags/poll" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>poll</span></a>, which has very similar <a href="https://mastodon.bsd.cafe/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> issues, but slightly different. Added support for this as well.</p><p>And then, I went on to add support for the <a href="https://mastodon.bsd.cafe/tags/Linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Linux</span></a>-specific <a href="https://mastodon.bsd.cafe/tags/epoll" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>epoll</span></a> and <a href="https://mastodon.bsd.cafe/tags/BSD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BSD</span></a>-specific <a href="https://mastodon.bsd.cafe/tags/kqueue" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>kqueue</span></a> (<a href="https://mastodon.bsd.cafe/tags/FreeBSD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeBSD</span></a>, <a href="https://mastodon.bsd.cafe/tags/NetBSD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NetBSD</span></a>, <a href="https://mastodon.bsd.cafe/tags/OpenBSD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenBSD</span></a>, ...) which are both designed to *solve* any scalability issues 🥳 </p><p>A little thing that slightly annoyed me about kqueue was that there's no support for temporarily changing the signal mask, so I had to do the silly dance shown in the screenshot. OTOH, it offers changing event filters and getting events in a single call, which I might try to even further optimize ... 😎</p><p><a href="https://mastodon.bsd.cafe/tags/C" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>C</span></a> <a href="https://mastodon.bsd.cafe/tags/coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>coding</span></a></p>
Abstract Technology GmbH<p>🌐 At Abstract-Technology, we are constantly exploring innovative solutions to push the boundaries of online learning through the Open edX platform.<br>🚀 We are excited to share our latest technical deep dive:<br><a href="https://abstract-technology.de/running-open-edx-on-kubernetes-with-nixos" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">abstract-technology.de/running</span><span class="invisible">-open-edx-on-kubernetes-with-nixos</span></a> </p><p><a href="https://mastodon.social/tags/OpenedX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenedX</span></a> <a href="https://mastodon.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> <a href="https://mastodon.social/tags/NixOS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NixOS</span></a> <a href="https://mastodon.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevOps</span></a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://mastodon.social/tags/LMS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LMS</span></a></p>
Rayyyyyyyyy<p>Today at the Environment Reading Group we talked about <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> by reading "On <a href="https://mastodon.social/tags/Nonscalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Nonscalability</span></a>: The Living World Is Not Amenable to Precision-Nested Scales" by Anna Lowenhaupt Tsing.</p><p>In a nutshell: scalability is a colonial project, based on monoentities and wants to control and dominate the environment. While it will never succeed, mainly due to planetary limits, is a great capitalist vehicle for destruction.</p>
Chris Woody Woodruff<p>Struggling with overcomplicated systems that break under pressure?</p><p>Discover how The Simplicity Code blends intelligent architecture with resilience and scalability—without the complexity.</p><p><a href="https://simplicity-first.dev/intelligent-software-architecture-for-scalability-and-resilience/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">simplicity-first.dev/intellige</span><span class="invisible">nt-software-architecture-for-scalability-and-resilience/</span></a></p><p><a href="https://mastodon.social/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SoftwareArchitecture</span></a> <a href="https://mastodon.social/tags/SimplicityFirst" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SimplicityFirst</span></a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://mastodon.social/tags/Resilience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Resilience</span></a></p>
InfoQ<p>As <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> & <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ML</span></a> evolve rapidly, the demand for efficient Real-Time Feature Platforms is higher than ever!</p><p>In this <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>InfoQ</span></a> talk, Ivan Burmistrov shares how ShareChat built a platform that serves 1 billion features per second — all while keeping costs low.</p><p>📺 Watch now: <a href="https://bit.ly/4hPIl92" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/4hPIl92</span><span class="invisible"></span></a> </p><p>📄 <a href="https://techhub.social/tags/transcript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transcript</span></a> included</p><p><a href="https://techhub.social/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SoftwareArchitecture</span></a> <a href="https://techhub.social/tags/CaseStudy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CaseStudy</span></a> <a href="https://techhub.social/tags/Performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Performance</span></a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://techhub.social/tags/LowLatency" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LowLatency</span></a></p>
techi<p>Cloud Computing: The Backbone of Modern Digital Transformation</p><p><a href="https://mstdn.social/tags/CloudComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudComputing</span></a> <a href="https://mstdn.social/tags/TechInnovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechInnovation</span></a> <a href="https://mstdn.social/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalTransformation</span></a> <a href="https://mstdn.social/tags/CloudTechnology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudTechnology</span></a> <a href="https://mstdn.social/tags/BusinessGrowth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessGrowth</span></a> <a href="https://mstdn.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mstdn.social/tags/CloudSecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudSecurity</span></a> <a href="https://mstdn.social/tags/CloudServices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudServices</span></a> <a href="https://mstdn.social/tags/HybridCloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HybridCloud</span></a> <a href="https://mstdn.social/tags/MultiCloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MultiCloud</span></a> <a href="https://mstdn.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ITInfrastructure</span></a> <a href="https://mstdn.social/tags/FutureOfTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FutureOfTech</span></a> <a href="https://mstdn.social/tags/CloudStorage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudStorage</span></a> <a href="https://mstdn.social/tags/CyberSecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CyberSecurity</span></a> <a href="https://mstdn.social/tags/SaaS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SaaS</span></a> <a href="https://mstdn.social/tags/PaaS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PaaS</span></a> <a href="https://mstdn.social/tags/IaaS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>IaaS</span></a> <a href="https://mstdn.social/tags/DataSecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataSecurity</span></a> <a href="https://mstdn.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://mstdn.social/tags/CloudAdoption" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudAdoption</span></a> <a href="https://mstdn.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechTrends</span></a> </p><p><a href="https://www.techi.com/the-history-of-cloud-computing/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">techi.com/the-history-of-cloud</span><span class="invisible">-computing/</span></a></p>
InfoQ<p><a href="https://techhub.social/tags/GitHubCopilot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GitHubCopilot</span></a> is the largest LLM-powered code completion service in the world. They serve hundreds of millions of requests a day with an average response time of under 200 milliseconds.</p><p>This is the story of how they built this service!</p><p>🎬 Watch the <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>InfoQ</span></a> video by David Cheney: <a href="https://bit.ly/3DO6bnT" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3DO6bnT</span><span class="invisible"></span></a> </p><p>📄 <a href="https://techhub.social/tags/transcript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transcript</span></a> included</p><p><a href="https://techhub.social/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SoftwareArchitecture</span></a> <a href="https://techhub.social/tags/GitHub" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GitHub</span></a> <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://techhub.social/tags/Performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Performance</span></a></p>
Syde<p>🎤 How Open Source Powers the Enterprise – Yesterday, our Commercial Director Ronny Marx took the stage at <a href="https://mastodon.social/tags/CloudFest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudFest</span></a> to share why WordPress is made for enterprise companies. 🚀</p><p>43% of all websites run on WordPress – meaning nearly every second website you visit is powered by it! He also showcased real-world cases proving that WordPress is both scalable and secure. 🔐 🌍 </p><p><a href="https://mastodon.social/tags/CloudFest2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudFest2025</span></a> <a href="https://mastodon.social/tags/WordPress" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WordPress</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/Enterprise" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Enterprise</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a></p>
Vic<p>❇️ Unlocking <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> Potential with <a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> & Key Benefits 🌐</p><p>Kubernetes is revolutionizing AI deployment with its scalable and efficient container orchestration capabilities. </p><p>Here are the key perks:<br>🔹Scalability: Automatically scales AI workloads to handle surges in demand, ensuring seamless performance.<br>🔹Efficient Resource Management: Optimizes CPU, GPU, and memory allocation based on workload needs, reducing costs.<br>🔹Multi-Tenancy: Allows multiple teams to share resources without interference, enhancing collaboration.<br>🔹High Availability: Ensures AI applications remain operational even during hardware failures, thanks to self-healing capabilities.<br>🔹Seamless Deployment: Enables consistent deployment across different environments, from on-premises to cloud.</p><p><a href="https://klizos.com/kubernetes-ai-deployment/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">klizos.com/kubernetes-ai-deplo</span><span class="invisible">yment/</span></a></p><p><a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://techhub.social/tags/Efficiency" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Efficiency</span></a> <a href="https://techhub.social/tags/MultiTenancy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MultiTenancy</span></a> <a href="https://techhub.social/tags/HighAvailability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HighAvailability</span></a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudNative</span></a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevOps</span></a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CI</span></a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ContainerOrchestration</span></a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ITInfrastructure</span></a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Innovation</span></a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechTrends</span></a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudApplications</span></a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataProcessing</span></a></p>
Vic<p>❇️<a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> in action: real-world <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> deployment success stories 🌐<br>Kubernetes is transforming AI deployment across industries with its robust container orchestration capabilities. </p><p>Some use cases:<br>🔸Netflix: Uses Kubernetes to simplify and streamline deployments, ensuring resilience and scalability for its vast array of microservices.<br>🔸HSBC: Manages applications across private and public clouds with Kubernetes, optimizing resource costs and meeting regulatory requirements.<br>🔸Airbnb: Orchestrates resources for complex machine learning models, ensuring efficient processing of large datasets.<br>🔸YouTube: Utilizes Kubernetes for scalable video delivery, handling spikes in demand without disrupting service quality.</p><p><a href="https://klizos.com/kubernetes-ai-deployment/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">klizos.com/kubernetes-ai-deplo</span><span class="invisible">yment/</span></a></p><p><a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://techhub.social/tags/Netflix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Netflix</span></a> <a href="https://techhub.social/tags/GitLab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GitLab</span></a> <a href="https://techhub.social/tags/HSBC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HSBC</span></a> <a href="https://techhub.social/tags/Airbnb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Airbnb</span></a> <a href="https://techhub.social/tags/YouTube" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>YouTube</span></a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudNative</span></a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevOps</span></a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://techhub.social/tags/HighAvailability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HighAvailability</span></a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CI</span></a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ContainerOrchestration</span></a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ITInfrastructure</span></a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Innovation</span></a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechTrends</span></a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudApplications</span></a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataProcessing</span></a> <a href="https://techhub.social/tags/RealTimeAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RealTimeAnalytics</span></a> <a href="https://techhub.social/tags/Automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Automation</span></a></p>
Vic<p>Kubernetes is revolutionizing how organizations manage complex applications, offering scalability, flexibility, and robustness. <br>Here are some more key use cases:<br>✅ Large-Scale Apps - Kubernetes helps manage large-scale apps during peak traffic, ensuring a smooth user experience. <br>✅ AI/ML with Kubernetes - NVIDIA uses Kubernetes to deploy AI models at scale, optimizing resource utilization.<br>✅ DevOps Efficiency - Spotify speeds up software delivery with Kubernetes, reducing time to market.<br>... </p><p><a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kubernetes</span></a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudNative</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevOps</span></a> <a href="https://techhub.social/tags/Microservices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Microservices</span></a> <a href="https://techhub.social/tags/EdgeComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EdgeComputing</span></a> <a href="https://techhub.social/tags/CloudNetworking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudNetworking</span></a> <a href="https://techhub.social/tags/HybridCloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HybridCloud</span></a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://techhub.social/tags/Flexibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Flexibility</span></a> <a href="https://techhub.social/tags/Reliability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Reliability</span></a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CI</span></a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ContainerOrchestration</span></a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ITInfrastructure</span></a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Innovation</span></a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechTrends</span></a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudApplications</span></a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataProcessing</span></a> <a href="https://techhub.social/tags/RealTimeAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RealTimeAnalytics</span></a> <a href="https://techhub.social/tags/Automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Automation</span></a> <a href="https://techhub.social/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalTransformation</span></a></p><p><a href="https://acecloud.ai/resources/blog/kubernetes-use-cases/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">acecloud.ai/resources/blog/kub</span><span class="invisible">ernetes-use-cases/</span></a></p>
The Dutch PHP Conference<p>Optimizing performance? 🚀 Karim Pinchon shares real-world strategies at the Dutch PHP Conference. 🔗 <a href="https://phpconference.nl/session/how-to-make-an-app-fast-and-resilient/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">phpconference.nl/session/how-t</span><span class="invisible">o-make-an-app-fast-and-resilient/</span></a> </p><p><a href="https://mastodon.social/tags/php" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>php</span></a> <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>performance</span></a> <a href="https://mastodon.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> <a href="https://mastodon.social/tags/DPC25" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DPC25</span></a></p>
Tom Smykowski<p>Building scalable Angular apps? I’ve helped billion-dollar companies scale to millions of users—without breaking.</p><p>Get my free checklist to:<br>✅ Build maintainable architecture<br>✅ Prevent performance bottlenecks<br>✅ Ship features faster</p><p>📩 Grab it now → <a href="https://tomasz-smykowski.com/scalable-angular" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">tomasz-smykowski.com/scalable-</span><span class="invisible">angular</span></a></p><p><a href="https://techhub.social/tags/angular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>angular</span></a> <a href="https://techhub.social/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>webdevelopment</span></a> <a href="https://techhub.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> <a href="https://techhub.social/tags/typescript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>typescript</span></a> <a href="https://techhub.social/tags/softwarearchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>softwarearchitecture</span></a></p>
Tom Smykowski<p>Preorders are open!</p><p>Master scalable enterprise Angular architecture with my new course: Scaled. Learn best practices, scalable patterns, and enterprise-ready solutions.</p><p>Preorder now: <a href="https://summonthejson.com/products/scaled-architecting-scalable-enterprise-angular-applications-course" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">summonthejson.com/products/sca</span><span class="invisible">led-architecting-scalable-enterprise-angular-applications-course</span></a></p><p><a href="https://techhub.social/tags/angular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>angular</span></a> <a href="https://techhub.social/tags/angularcourse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>angularcourse</span></a> <a href="https://techhub.social/tags/webdev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>webdev</span></a> <a href="https://techhub.social/tags/softwarearchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>softwarearchitecture</span></a> <a href="https://techhub.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a> <a href="https://techhub.social/tags/typescript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>typescript</span></a></p>
Kerrick Long (code)<p>There is No Automatic Reset for Engineering</p><p><a href="https://agileotter.blogspot.com/2025/03/there-is-no-automatic-reset-in.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">agileotter.blogspot.com/2025/0</span><span class="invisible">3/there-is-no-automatic-reset-in.html</span></a></p><p><a href="https://dotnet.social/tags/Programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Programming</span></a> <a href="https://dotnet.social/tags/WebDev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WebDev</span></a> <a href="https://dotnet.social/tags/Code" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Code</span></a> <a href="https://dotnet.social/tags/SoftwareEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SoftwareEngineering</span></a> <a href="https://dotnet.social/tags/TechDebt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechDebt</span></a> <a href="https://dotnet.social/tags/CodeQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CodeQuality</span></a> <a href="https://dotnet.social/tags/EngineeringLeadership" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EngineeringLeadership</span></a> <a href="https://dotnet.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> <a href="https://dotnet.social/tags/ProductDevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ProductDevelopment</span></a> <a href="https://dotnet.social/tags/SoftwareDesign" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SoftwareDesign</span></a> <a href="https://dotnet.social/tags/SustainableEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SustainableEngineering</span></a> <a href="https://dotnet.social/tags/TechStrategy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechStrategy</span></a> <a href="https://dotnet.social/tags/CodeIsForever" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CodeIsForever</span></a> <a href="https://dotnet.social/tags/BuildBetter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BuildBetter</span></a> <a href="https://dotnet.social/tags/LongTermThinking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LongTermThinking</span></a> <a href="https://dotnet.social/tags/TechnicalDebt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechnicalDebt</span></a> <a href="https://dotnet.social/tags/DevLife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevLife</span></a> <a href="https://dotnet.social/tags/EngineeringExcellence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EngineeringExcellence</span></a></p>
Coach Pāṇini ®<p><a href="https://mastodon.world/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> is a product of a rational and production oriented view of the world, tied to ideas of resource extraction, leverage, and production to get ”more”.<br><a href="https://www.linkedin.com/posts/fridgren_sorry-love-the-idea-but-it-doesnt-scale-activity-7302011239335927809-rLtx?utm_source=share&utm_medium=member_ios&rcm=ACoAAACmWtEBurVmJxUdnv5QtGB6hgFTyYJNROs" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">linkedin.com/posts/fridgren_so</span><span class="invisible">rry-love-the-idea-but-it-doesnt-scale-activity-7302011239335927809-rLtx?utm_source=share&utm_medium=member_ios&rcm=ACoAAACmWtEBurVmJxUdnv5QtGB6hgFTyYJNROs</span></a></p>
☮ ♥ ♬ 🧑💻<p>Big question, Why ATProtocol from <a href="https://ioc.exchange/tags/BlueSkySocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlueSkySocial</span></a> <a href="https://ioc.exchange/tags/PBC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PBC</span></a>’s mouth instead of Mastodon and ActivityPub?: </p><p>“Why not use ActivityPub? <a href="https://ioc.exchange/tags/ActivityPub" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ActivityPub</span></a> is a federated social networking technology popularized by <a href="https://ioc.exchange/tags/Mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Mastodon</span></a>.</p><p>Account <a href="https://ioc.exchange/tags/portability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>portability</span></a> is a major reason why we chose to build a separate protocol. We consider portability to be crucial because it protects <a href="https://ioc.exchange/tags/users" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>users</span></a> from sudden bans, server shutdowns, and policy disagreements. Our <a href="https://ioc.exchange/tags/solution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>solution</span></a> for portability requires both signed data repositories and <a href="https://ioc.exchange/tags/DIDs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DIDs</span></a>, neither of which are easy to retrofit into ActivityPub. The migration <a href="https://ioc.exchange/tags/tools" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tools</span></a> for ActivityPub are comparatively limited; they require the original server to provide a redirect and cannot migrate the user's previous data.</p><p>Another major reason is <a href="https://ioc.exchange/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scalability</span></a>. <a href="https://ioc.exchange/tags/ActivityPub" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ActivityPub</span></a> depends heavily on delivering messages between a wide network of small-to-medium sized nodes, which can cause individual <a href="https://ioc.exchange/tags/nodes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nodes</span></a> to be flooded with traffic and generally struggles to provide global views of <a href="https://ioc.exchange/tags/activity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>activity</span></a>.”</p><p>Short version, WE CANT CONTROL YOU. </p><p><<a href="https://atproto.com/guides/faq" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">atproto.com/guides/faq</span><span class="invisible"></span></a>></p>
Ali Hodroj<p><a href="https://me.dm/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://me.dm/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLM</span></a> <a href="https://me.dm/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scalability</span></a> </p><p>Great article by Gary Marcus debunking the so-called scaling laws of AI. </p><p>"...What’s more, the so-called scaling laws aren’t universal laws like gravity but rather mere observations that might not hold forever, much like Moore’s Law, a trend in computer chip production that held for decades but arguably began to slow a decade ago"</p><p><a href="https://t.co/57OBa1Fg3T" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.co/57OBa1Fg3T</span><span class="invisible"></span></a></p>
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