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N-gated Hacker News🚀🎩 In the epic saga of Tech Bros vs. <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a>, our hero, <a href="https://mastodon.social/tags/Postgres" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Postgres</a>, valiantly attempts to scale up like a child on a pogo stick with bricks in its pockets. Meanwhile, Big <a href="https://mastodon.social/tags/NoSQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NoSQL</a> rubs its temples in exasperation, trying to fathom why anyone would choose to solve complex problems by simply "pushing the Up." 🤷‍♂️💥 <a href="https://pgdog.dev/blog/you-can-make-postgres-scale" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://pgdog.dev/blog/you-can-make-postgres-scale</a> <a href="https://mastodon.social/tags/TechBros" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechBros</a> <a href="https://mastodon.social/tags/EpicSaga" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EpicSaga</a> <a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/ngated" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ngated</a>

Vic❇️ Unlocking <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> Potential with <a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> & Key Benefits 🌐Kubernetes is revolutionizing AI deployment with its scalable and efficient container orchestration capabilities. Here are the key perks: 🔹Scalability: Automatically scales AI workloads to handle surges in demand, ensuring seamless performance. 🔹Efficient Resource Management: Optimizes CPU, GPU, and memory allocation based on workload needs, reducing costs. 🔹Multi-Tenancy: Allows multiple teams to share resources without interference, enhancing collaboration. 🔹High Availability: Ensures AI applications remain operational even during hardware failures, thanks to self-healing capabilities. 🔹Seamless Deployment: Enables consistent deployment across different environments, from on-premises to cloud.<a href="https://klizos.com/kubernetes-ai-deployment/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://klizos.com/kubernetes-ai-deployment/</a><a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://techhub.social/tags/Efficiency" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Efficiency</a> <a href="https://techhub.social/tags/MultiTenancy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MultiTenancy</a> <a href="https://techhub.social/tags/HighAvailability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HighAvailability</a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudNative</a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevOps</a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CI</a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ContainerOrchestration</a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ITInfrastructure</a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Innovation</a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechTrends</a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudApplications</a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataProcessing</a>

Vic❇️<a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> in action: real-world <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> deployment success stories 🌐 Kubernetes is transforming AI deployment across industries with its robust container orchestration capabilities. Some use cases: 🔸Netflix: Uses Kubernetes to simplify and streamline deployments, ensuring resilience and scalability for its vast array of microservices. 🔸HSBC: Manages applications across private and public clouds with Kubernetes, optimizing resource costs and meeting regulatory requirements. 🔸Airbnb: Orchestrates resources for complex machine learning models, ensuring efficient processing of large datasets. 🔸YouTube: Utilizes Kubernetes for scalable video delivery, handling spikes in demand without disrupting service quality.<a href="https://klizos.com/kubernetes-ai-deployment/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://klizos.com/kubernetes-ai-deployment/</a><a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://techhub.social/tags/Netflix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Netflix</a> <a href="https://techhub.social/tags/GitLab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GitLab</a> <a href="https://techhub.social/tags/HSBC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HSBC</a> <a href="https://techhub.social/tags/Airbnb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Airbnb</a> <a href="https://techhub.social/tags/YouTube" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#YouTube</a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudNative</a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevOps</a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://techhub.social/tags/HighAvailability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HighAvailability</a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CI</a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ContainerOrchestration</a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ITInfrastructure</a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Innovation</a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechTrends</a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudApplications</a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataProcessing</a> <a href="https://techhub.social/tags/RealTimeAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RealTimeAnalytics</a> <a href="https://techhub.social/tags/Automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Automation</a>

VicKubernetes is revolutionizing how organizations manage complex applications, offering scalability, flexibility, and robustness. Here are some more key use cases: ✅ Large-Scale Apps - Kubernetes helps manage large-scale apps during peak traffic, ensuring a smooth user experience. ✅ AI/ML with Kubernetes - NVIDIA uses Kubernetes to deploy AI models at scale, optimizing resource utilization. ✅ DevOps Efficiency - Spotify speeds up software delivery with Kubernetes, reducing time to market. ... <a href="https://techhub.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> <a href="https://techhub.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudNative</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevOps</a> <a href="https://techhub.social/tags/Microservices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Microservices</a> <a href="https://techhub.social/tags/EdgeComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EdgeComputing</a> <a href="https://techhub.social/tags/CloudNetworking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudNetworking</a> <a href="https://techhub.social/tags/HybridCloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HybridCloud</a> <a href="https://techhub.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://techhub.social/tags/Flexibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Flexibility</a> <a href="https://techhub.social/tags/Reliability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Reliability</a> <a href="https://techhub.social/tags/CI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CI</a>/CD <a href="https://techhub.social/tags/ContainerOrchestration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ContainerOrchestration</a> <a href="https://techhub.social/tags/ITInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ITInfrastructure</a> <a href="https://techhub.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Innovation</a> <a href="https://techhub.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechTrends</a> <a href="https://techhub.social/tags/CloudApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudApplications</a> <a href="https://techhub.social/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataProcessing</a> <a href="https://techhub.social/tags/RealTimeAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RealTimeAnalytics</a> <a href="https://techhub.social/tags/Automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Automation</a> <a href="https://techhub.social/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DigitalTransformation</a><a href="https://acecloud.ai/resources/blog/kubernetes-use-cases/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://acecloud.ai/resources/blog/kubernetes-use-cases/</a>

The Dutch PHP ConferenceOptimizing 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">https://phpconference.nl/session/how-to-make-an-app-fast-and-resilient/</a> <a href="https://mastodon.social/tags/php" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#php</a> <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> <a href="https://mastodon.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a> <a href="https://mastodon.social/tags/DPC25" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DPC25</a>

Tom SmykowskiBuilding scalable Angular apps? I’ve helped billion-dollar companies scale to millions of users—without breaking.Get my free checklist to: ✅ Build maintainable architecture ✅ Prevent performance bottlenecks ✅ Ship features faster📩 Grab it now → <a href="https://tomasz-smykowski.com/scalable-angular" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://tomasz-smykowski.com/scalable-angular</a><a href="https://techhub.social/tags/angular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#angular</a> <a href="https://techhub.social/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webdevelopment</a> <a href="https://techhub.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a> <a href="https://techhub.social/tags/typescript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#typescript</a> <a href="https://techhub.social/tags/softwarearchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwarearchitecture</a>

Tom SmykowskiPreorders are open!Master scalable enterprise Angular architecture with my new course: Scaled. Learn best practices, scalable patterns, and enterprise-ready solutions.Preorder now: <a href="https://summonthejson.com/products/scaled-architecting-scalable-enterprise-angular-applications-course" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://summonthejson.com/products/scaled-architecting-scalable-enterprise-angular-applications-course</a><a href="https://techhub.social/tags/angular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#angular</a> <a href="https://techhub.social/tags/angularcourse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#angularcourse</a> <a href="https://techhub.social/tags/webdev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webdev</a> <a href="https://techhub.social/tags/softwarearchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwarearchitecture</a> <a href="https://techhub.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a> <a href="https://techhub.social/tags/typescript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#typescript</a>

Kerrick Long (code)There is No Automatic Reset for Engineering<a href="https://agileotter.blogspot.com/2025/03/there-is-no-automatic-reset-in.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://agileotter.blogspot.com/2025/03/there-is-no-automatic-reset-in.html</a><a href="https://dotnet.social/tags/Programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Programming</a> <a href="https://dotnet.social/tags/WebDev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WebDev</a> <a href="https://dotnet.social/tags/Code" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Code</a> <a href="https://dotnet.social/tags/SoftwareEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SoftwareEngineering</a> <a href="https://dotnet.social/tags/TechDebt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechDebt</a> <a href="https://dotnet.social/tags/CodeQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CodeQuality</a> <a href="https://dotnet.social/tags/EngineeringLeadership" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EngineeringLeadership</a> <a href="https://dotnet.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://dotnet.social/tags/ProductDevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ProductDevelopment</a> <a href="https://dotnet.social/tags/SoftwareDesign" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SoftwareDesign</a> <a href="https://dotnet.social/tags/SustainableEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SustainableEngineering</a> <a href="https://dotnet.social/tags/TechStrategy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechStrategy</a> <a href="https://dotnet.social/tags/CodeIsForever" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CodeIsForever</a> <a href="https://dotnet.social/tags/BuildBetter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BuildBetter</a> <a href="https://dotnet.social/tags/LongTermThinking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LongTermThinking</a> <a href="https://dotnet.social/tags/TechnicalDebt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechnicalDebt</a> <a href="https://dotnet.social/tags/DevLife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevLife</a> <a href="https://dotnet.social/tags/EngineeringExcellence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EngineeringExcellence</a>

N-gated Hacker NewsDeepSeek's "tiny pond" 🦆 is here to bravely tackle Big Data by spreading <a href="https://mastodon.social/tags/DuckDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DuckDB</a> across multiple nodes. 🐢 But is it really tackling <a href="https://mastodon.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a>, or is it just another case of "The Emperor's New Nodes"? 🤔 <a href="https://mehdio.substack.com/p/duckdb-goes-distributed-deepseeks" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://mehdio.substack.com/p/duckdb-goes-distributed-deepseeks</a> <a href="https://mastodon.social/tags/DeepSeek" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepSeek</a> <a href="https://mastodon.social/tags/BigData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BigData</a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechNews</a> <a href="https://mastodon.social/tags/EmperorNewNodes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EmperorNewNodes</a> <a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/ngated" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ngated</a>

Coach Pāṇini ®<a href="https://mastodon.world/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</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”. <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">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</a>

☮ ♥ ♬ 🧑‍💻Big question, Why ATProtocol from <a href="https://ioc.exchange/tags/BlueSkySocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BlueSkySocial</a> <a href="https://ioc.exchange/tags/PBC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PBC</a>’s mouth instead of Mastodon and ActivityPub?: “Why not use ActivityPub? <a href="https://ioc.exchange/tags/ActivityPub" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ActivityPub</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">#Mastodon</a>.Account <a href="https://ioc.exchange/tags/portability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#portability</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">#users</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">#solution</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">#DIDs</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">#tools</a> for ActivityPub are comparatively limited; they require the original server to provide a redirect and cannot migrate the user's previous data.Another major reason is <a href="https://ioc.exchange/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a>. <a href="https://ioc.exchange/tags/ActivityPub" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ActivityPub</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">#nodes</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">#activity</a>.”Short version, WE CANT CONTROL YOU. <<a href="https://atproto.com/guides/faq" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://atproto.com/guides/faq</a>>

Squads🚀 From MVP to Market Leader! Building an MVP is just the first step. To scale successfully, you need the right strategy! At Squads, we help startups grow into market leaders by: 🔹 Optimizing UX & features 🎨 🔹 Scaling infrastructure ⚙️ 🔹 Expanding market reach 🌍 🔹 Automating & securing operations 🔐 💡 Ready to scale? Let’s make it happen! Let’s talk! <a href="https://squads.com/contact-us" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://squads.com/contact-us</a> <a href="https://mas.to/tags/StartupGrowth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#StartupGrowth</a> <a href="https://mas.to/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a>

Yuna💡 Resilience. Reliability. Reusability. Always wrong investments…If you think bugs, tech debt & maintenance are “normal,” do the world a favor: resign. You’re part of the problem.MVP/PoC ≠ Done. It’s a candle - fragile, short-lived. Real engineering = the light bulb: robust, lasting.But devs & managers stop at "it works." Why? Because real engineering demands more. More thinking. More iterations. More uncomfortable truths.💀 Fragile systems = endless maintenance. 💀 Seniors wasted on babysitting. 💀 Knowledge stagnates.🔍 Product & Tech - Two worlds, but only one is visible. Mixing them = slower, costlier, dumber.🔥 Resilient systems don’t break. 🔥 Reliable systems don’t fail. 🔥 Reusable systems don’t get rewritten.Start building like you mean it.<a href="https://hachyderm.io/tags/Engineering" class="mention hashtag" rel="tag">#Engineering</a> <a href="https://hachyderm.io/tags/TechDebt" class="mention hashtag" rel="tag">#TechDebt</a> <a href="https://hachyderm.io/tags/Resilience" class="mention hashtag" rel="tag">#Resilience</a> <a href="https://hachyderm.io/tags/Reliability" class="mention hashtag" rel="tag">#Reliability</a> <a href="https://hachyderm.io/tags/Reusability" class="mention hashtag" rel="tag">#Reusability</a> <a href="https://hachyderm.io/tags/SoftwareEngineering" class="mention hashtag" rel="tag">#SoftwareEngineering</a> <a href="https://hachyderm.io/tags/TechLeadership" class="mention hashtag" rel="tag">#TechLeadership</a> <a href="https://hachyderm.io/tags/Automation" class="mention hashtag" rel="tag">#Automation</a> <a href="https://hachyderm.io/tags/Architecture" class="mention hashtag" rel="tag">#Architecture</a> <a href="https://hachyderm.io/tags/Scalability" class="mention hashtag" rel="tag">#Scalability</a> <a href="https://hachyderm.io/tags/ProductDevelopment" class="mention hashtag" rel="tag">#ProductDevelopment</a> <a href="https://hachyderm.io/tags/DevOps" class="mention hashtag" rel="tag">#DevOps</a> <a href="https://hachyderm.io/tags/CleanCode" class="mention hashtag" rel="tag">#CleanCode</a> <a href="https://hachyderm.io/tags/CI_CD" class="mention hashtag" rel="tag">#CI_CD</a> <a href="https://hachyderm.io/tags/TechStrategy" class="mention hashtag" rel="tag">#TechStrategy</a> <a href="https://hachyderm.io/tags/AgileFail" class="mention hashtag" rel="tag">#AgileFail</a>

Gea-Suan LinKafka 官方對 Job Queue 的實作進度：KIP-932: Queues for Kafka在 Hacker News 上看到「Kafka at the low end: how bad can it get? (broot.ca)」這篇，原文「Kaf<a href="https://blog.gslin.org/archives/2025/02/19/12268/kafka-%e5%ae%98%e6%96%b9%e5%b0%8d-job-queue-%e7%9a%84%e5%af%a6%e4%bd%9c%e9%80%b2%e5%ba%a6%ef%bc%9akip-932-queues-for-kafka/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://blog.gslin.org/archives/2025/02/19/12268/kafka-%e5%ae%98%e6%96%b9%e5%b0%8d-job-queue-%e7%9a%84%e5%af%a6%e4%bd%9c%e9%80%b2%e5%ba%a6%ef%bc%9akip-932-queues-for-kafka/</a><a href="https://abpe.org/tags/Computer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Computer</a> <a href="https://abpe.org/tags/Infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Infrastructure</a> <a href="https://abpe.org/tags/Murmuring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Murmuring</a> <a href="https://abpe.org/tags/Programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Programming</a> <a href="https://abpe.org/tags/Software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Software</a> <a href="https://abpe.org/tags/apache" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apache</a> <a href="https://abpe.org/tags/architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#architecture</a> <a href="https://abpe.org/tags/confluent" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#confluent</a> <a href="https://abpe.org/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#data</a> <a href="https://abpe.org/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#infrastructure</a> <a href="https://abpe.org/tags/job" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#job</a> <a href="https://abpe.org/tags/kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kafka</a> <a href="https://abpe.org/tags/kip" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kip</a> <a href="https://abpe.org/tags/partition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#partition</a> <a href="https://abpe.org/tags/queue" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#queue</a> <a href="https://abpe.org/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a>

nicoboLook what I've found while reading <a href="https://mastodon.social/tags/haproxy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#haproxy</a> docs : <a href="https://mastodon.social/tags/YouPorn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#YouPorn</a> is implemented as a LAMP stack and serves 300.000 requests per second ! That's massive.<a href="https://www.haproxy.org/they-use-it.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.haproxy.org/they-use-it.html</a> <a href="https://highscalability.com/youporn-targeting-200-million-views-a-day-and-beyond/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://highscalability.com/youporn-targeting-200-million-views-a-day-and-beyond/</a><a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> <a href="https://mastodon.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a> <a href="https://mastodon.social/tags/development" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#development</a> <a href="https://mastodon.social/tags/Redis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Redis</a> <a href="https://mastodon.social/tags/nginx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nginx</a> <a href="https://mastodon.social/tags/php" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#php</a> <a href="https://mastodon.social/tags/ActiveMQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ActiveMQ</a> <a href="https://mastodon.social/tags/varnish" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#varnish</a> <a href="https://mastodon.social/tags/MySQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MySQL</a> <a href="https://mastodon.social/tags/symfony2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#symfony2</a> <a href="https://mastodon.social/tags/syslogng" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#syslogng</a>

DragonflyDBEnsuring high availability in cloud-based in-memory data stores is essential. But what does it truly involve? Discover the main challenges, strategies, and trade-offs in building resilient systems. <a href="https://www.dragonflydb.io/blog/high-availability-in-cloud-based-in-memory-data-stores" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.dragonflydb.io/blog/high-availability-in-cloud-based-in-memory-data-stores</a><a href="https://mastodon.social/tags/HighAvailability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HighAvailability</a> <a href="https://mastodon.social/tags/Cloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Cloud</a> <a href="https://mastodon.social/tags/Databases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Databases</a> <a href="https://mastodon.social/tags/InMemoryStorage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#InMemoryStorage</a> <a href="https://mastodon.social/tags/DragonflyDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DragonflyDB</a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://www.dragonflydb.io/blog/high-availability-in-cloud-based-in-memory-data-stores" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.dragonflydb.io/blog/high-availability-in-cloud-based-in-memory-data-stores</a>

रञ्जित (Ranjit Mathew)Nice:"Meta’s Hyperscale Infrastructure: Overview And Insights", Chunqiang Tang, CACM (<a href="https://cacm.acm.org/research/metas-hyperscale-infrastructure-overview-and-insights/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://cacm.acm.org/research/metas-hyperscale-infrastructure-overview-and-insights/</a>).On HN: <a href="https://news.ycombinator.com/item?id=43008920" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://news.ycombinator.com/item?id=43008920</a><a href="https://mastodon.social/tags/Infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Infrastructure</a> <a href="https://mastodon.social/tags/FaaS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FaaS</a> <a href="https://mastodon.social/tags/XFaaS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#XFaaS</a> <a href="https://mastodon.social/tags/Async" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Async</a> <a href="https://mastodon.social/tags/Facebook" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Facebook</a> <a href="https://mastodon.social/tags/Meta" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Meta</a> <a href="https://mastodon.social/tags/Serverless" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Serverless</a> <a href="https://mastodon.social/tags/Architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Architecture</a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://mastodon.social/tags/Agility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Agility</a> <a href="https://mastodon.social/tags/SystemDesign" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SystemDesign</a>

DragonflyDBThe future of databases isn't just distributed—it's hybrid! Dive into how modern architectures are breaking boundaries with object storage & innovative designs. Your next system architecture will thank you. <a href="https://mastodon.social/tags/Databases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Databases</a> <a href="https://mastodon.social/tags/DistributedSystems" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DistributedSystems</a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://mastodon.social/tags/Performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Performance</a> <a href="https://mastodon.social/tags/DragonflyDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DragonflyDB</a> <a href="https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-02" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-02</a>

DragonflyDBInterested in how modern distributed databases work? Discover how these systems tackle scalability, performance, and resilience. Dive in to see what makes them tick! <a href="https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-01" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-01</a><a href="https://mastodon.social/tags/Databases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Databases</a> <a href="https://mastodon.social/tags/DistributedSystems" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DistributedSystems</a> <a href="https://mastodon.social/tags/Scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scalability</a> <a href="https://mastodon.social/tags/Performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Performance</a> <a href="https://mastodon.social/tags/DragonflyDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DragonflyDB</a> <a href="https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-01" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.dragonflydb.io/blog/modern-distributed-database-architectures-part-01</a>

Tom Smykowski🚨 The Dark Side of Best Practices 🚨Why do top engineers struggle with frontend scalability? 🤯Best practices can hurt maintainability if misapplied.🔗 Read more: <a href="https://tomaszs2.medium.com/the-dark-side-of-best-practices-how-misconceptions-kills-frontend-scalability-e17e487407e7" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://tomaszs2.medium.com/the-dark-side-of-best-practices-how-misconceptions-kills-frontend-scalability-e17e487407e7</a> <a href="https://techhub.social/tags/frontend" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#frontend</a> <a href="https://techhub.social/tags/webdev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webdev</a> <a href="https://techhub.social/tags/scalability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scalability</a> <a href="https://techhub.social/tags/bestpractices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bestpractices</a> <a href="https://techhub.social/tags/angular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#angular</a> <a href="https://techhub.social/tags/react" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#react</a>

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