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#scaling

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Hacker News<p>Can reinforcement learning for LLMs scale beyond math and coding tasks? Probably</p><p><a href="https://arxiv.org/abs/2503.23829" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2503.23829</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/reinforcementlearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>reinforcementlearning</span></a> <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a> <a href="https://mastodon.social/tags/math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>math</span></a> <a href="https://mastodon.social/tags/codingtasks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>codingtasks</span></a> <a href="https://mastodon.social/tags/AIresearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIresearch</span></a></p>
Lobsters<p>Beautiful CI for Bazel <a href="https://lobste.rs/s/teutud" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/teutud</span><span class="invisible"></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/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/networking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>networking</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/practices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>practices</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a><br><a href="https://narang99.github.io/2025-03-22-monorepo-bazel-jenkins/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">narang99.github.io/2025-03-22-</span><span class="invisible">monorepo-bazel-jenkins/</span></a></p>
Frontend Dogma<p>Mastering Cross-Framework State Management in Micro-Frontends, by @eleanorhecks@x.com (@designerlymag@x.com):</p><p><a href="https://frontenddogma.com/posts/2025/mastering-cross-framework-state-management-in-micro-frontends/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">frontenddogma.com/posts/2025/m</span><span class="invisible">astering-cross-framework-state-management-in-micro-frontends/</span></a></p><p><a href="https://mas.to/tags/guestposts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>guestposts</span></a> <a href="https://mas.to/tags/architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>architecture</span></a> <a href="https://mas.to/tags/frameworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>frameworks</span></a> <a href="https://mas.to/tags/statemanagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statemanagement</span></a> <a href="https://mas.to/tags/microfrontends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>microfrontends</span></a> <a href="https://mas.to/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a> <a href="https://mas.to/tags/strategies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>strategies</span></a></p>
Frontend Dogma<p>Defending Tailwind, by <span class="h-card" translate="no"><a href="https://social.design.systems/@donnie" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>donnie</span></a></span>:</p><p><a href="https://blog.damato.design/posts/defending-tailwind/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.damato.design/posts/defen</span><span class="invisible">ding-tailwind/</span></a></p><p><a href="https://mas.to/tags/tailwind" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tailwind</span></a> <a href="https://mas.to/tags/presentationalcss" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>presentationalcss</span></a> <a href="https://mas.to/tags/naming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>naming</span></a> <a href="https://mas.to/tags/productivity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>productivity</span></a> <a href="https://mas.to/tags/maintainability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>maintainability</span></a> <a href="https://mas.to/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a></p>
Compsci Weekly<p>Why I'm No Longer Talking to Architects About Microservices</p><p><a href="https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.container-solutions.com/w</span><span class="invisible">hy-im-no-longer-talking-to-architects-about-microservices</span></a></p><p>Discussions: <a href="https://discu.eu/q/https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">discu.eu/q/https://blog.contai</span><span class="invisible">ner-solutions.com/why-im-no-longer-talking-to-architects-about-microservices</span></a></p><p><a href="https://mastodon.social/tags/compsci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>compsci</span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>programming</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a></p>
Lobsters<p>Why I'm No Longer Talking to Architects About Microservices via <span class="h-card" translate="no"><a href="https://data-folks.masto.host/@rmoff" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>rmoff</span></a></span> <a href="https://lobste.rs/s/0sf074" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/0sf074</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scaling</span></a><br><a href="https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.container-solutions.com/w</span><span class="invisible">hy-im-no-longer-talking-to-architects-about-microservices</span></a></p>
Anarcho Doggo<p>I&#39;m not making any assumptions about Kolektiva&#39;s sitch (cause I don&#39;t know the setup) but the performance issues we are experiencing are a good reminder that fediverse instances of significant size need to have a plan for scaling.</p><p>Bottlenecks can be unclear. Monitoring is critical. Distributing load and resources and load balancing traffic and accommodating for VPS limitations and high load are all essential considerations. And it takes a ton of work.</p><p>Folks are doing this on barebones budgets and it involves some niche expertise, but it&#39;s all super important for maintaining communication networks that people rely on.<br /><a href="https://kolektiva.social/tags/MastoAdmin" class="mention hashtag" rel="tag">#<span>MastoAdmin</span></a> <a href="https://kolektiva.social/tags/scaling" class="mention hashtag" rel="tag">#<span>scaling</span></a> <a href="https://kolektiva.social/tags/infrastructure" class="mention hashtag" rel="tag">#<span>infrastructure</span></a> <a href="https://kolektiva.social/tags/fediverse" class="mention hashtag" rel="tag">#<span>fediverse</span></a> <a href="https://kolektiva.social/tags/mastodon" class="mention hashtag" rel="tag">#<span>mastodon</span></a> </p><p>Again all the love to Kolektiva peeps working hard and volunteering their time. There are just lessons to learn and planning to be done to avoid glitchy periods like this</p>
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