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Lobsters<p>Recent Archive of Our Own outage was caused by integer exhaustion via <span class="h-card" translate="no"><a href="https://tenforward.social/@noracodes" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>noracodes</span></a></span> <a href="https://lobste.rs/s/9rdvyj" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/9rdvyj</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/databases" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>databases</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a> <a href="https://mastodon.social/tags/web" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>web</span></a><br><a href="https://otwarchive.atlassian.net/jira/software/c/projects/AO3/issues/AO3-7031?jql=project%20%3D%20%22AO3%22%20ORDER%20BY%20created%20DESC" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">otwarchive.atlassian.net/jira/</span><span class="invisible">software/c/projects/AO3/issues/AO3-7031?jql=project%20%3D%20%22AO3%22%20ORDER%20BY%20created%20DESC</span></a></p>
Lobsters<p>Start your own Internet Resiliency Club via <span class="h-card" translate="no"><a href="https://indieweb.social/@mjturner" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>mjturner</span></a></span> <a href="https://lobste.rs/s/xsmnaz" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/xsmnaz</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/culture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>culture</span></a> <a href="https://mastodon.social/tags/networking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>networking</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://bowshock.nl/irc/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bowshock.nl/irc/</span><span class="invisible"></span></a></p>
Lobsters<p>Model Once, Represent Everywhere: UDA (Unified Data Architecture) at Netflix <a href="https://lobste.rs/s/lwiqw7" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/lwiqw7</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/api" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>api</span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://netflixtechblog.com/uda-unified-data-architecture-6a6aee261d8d" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">netflixtechblog.com/uda-unifie</span><span class="invisible">d-data-architecture-6a6aee261d8d</span></a></p>
Lobsters<p>Why We’re Moving on From Nix <a href="https://lobste.rs/s/vnvrv8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/vnvrv8</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/nix" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nix</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://blog.railway.com/p/introducing-railpack" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.railway.com/p/introducing</span><span class="invisible">-railpack</span></a></p>
Lobsters<p>What's your go-to message queue in 2025? <a href="https://lobste.rs/s/uwp2hd" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/uwp2hd</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a></p>
Lobsters<p>How Compiler Explorer Works in 2025 <a href="https://lobste.rs/s/ocu642" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/ocu642</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/c" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>c</span></a> <a href="https://mastodon.social/tags/compilers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>compilers</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a> <a href="https://mastodon.social/tags/web" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>web</span></a><br><a href="https://xania.org/202506/how-compiler-explorer-works" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">xania.org/202506/how-compiler-</span><span class="invisible">explorer-works</span></a></p>
Lobsters<p>Fork Union: Beyond OpenMP in C++ and Rust? <a href="https://lobste.rs/s/fkkp0b" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/fkkp0b</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/c" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>c</span></a>++ <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>performance</span></a> <a href="https://mastodon.social/tags/rust" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rust</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://ashvardanian.com/posts/beyond-openmp-in-cpp-rust/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ashvardanian.com/posts/beyond-</span><span class="invisible">openmp-in-cpp-rust/</span></a></p>
Lobsters<p>Scalable, Resilient Data Orchestration: The Power of Intelligent Systems <a href="https://lobste.rs/s/ow7lhp" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/ow7lhp</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/practices" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>practices</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://dzone.com/articles/scalable-data-orchestration-intelligent-systems" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dzone.com/articles/scalable-da</span><span class="invisible">ta-orchestration-intelligent-systems</span></a></p>
Programming Quotes<p>You don't have a scaling problem yet.</p><p> — 37Signals</p><p><a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a></p>
Lobsters<p>Microservices Are a Tax Your Startup Probably Can’t Afford <a href="https://lobste.rs/s/orlrul" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/orlrul</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distributed</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://nexo.sh/posts/microservices-for-startups/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">nexo.sh/posts/microservices-fo</span><span class="invisible">r-startups/</span></a></p>
Lobsters<p>Reservoir Sampling <a href="https://lobste.rs/s/r0axbc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/r0axbc</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/math" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>math</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://samwho.dev/reservoir-sampling/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">samwho.dev/reservoir-sampling/</span><span class="invisible"></span></a></p>
Lobsters<p>$100K/day cloud bill isn't a Bug – it's by Design <a href="https://lobste.rs/s/rt7mc8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/rt7mc8</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>devops</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://old.reddit.com/r/aethernet/comments/1khyt39/100kday_cloud_bill_isnt_a_bug_its_by_design" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">old.reddit.com/r/aethernet/com</span><span class="invisible">ments/1khyt39/100kday_cloud_bill_isnt_a_bug_its_by_design</span></a></p>
Lobsters<p>onemillionchessboards.com <a href="https://lobste.rs/s/9ne34p" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/9ne34p</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/games" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>games</span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a> <a href="https://mastodon.social/tags/web" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>web</span></a><br><a href="https://onemillionchessboards.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">onemillionchessboards.com/</span><span class="invisible"></span></a></p>
Ecologia Digital<p>"The vast investments in scaling... always seemed to me to be misplaced."</p><p>"The premise that <a href="https://mato.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> could be indefinitely improved by <a href="https://mato.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a> was always on shaky ground… In November last year, reports indicated that <a href="https://mato.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAI</span></a> researchers discovered that the upcoming version of its GPT large language model displayed significantly less improvement, and in some cases, no improvements at all than previous versions did over their predecessors."</p><p><a href="https://futurism.com/ai-researchers-tech-industry-dead-end" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">futurism.com/ai-researchers-te</span><span class="invisible">ch-industry-dead-end</span></a></p>
Lobsters<p>Hyperscaling Have I Been Pwned with Cloudflare Workers and Caching via <span class="h-card" translate="no"><a href="https://androiddev.social/@yashgarg" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>yashgarg</span></a></span> <a href="https://lobste.rs/s/fdfhkp" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/fdfhkp</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scaling</span></a><br><a href="https://www.troyhunt.com/closer-to-the-edge-hyperscaling-have-i-been-pwned-with-cloudflare-workers-and-caching/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">troyhunt.com/closer-to-the-edg</span><span class="invisible">e-hyperscaling-have-i-been-pwned-with-cloudflare-workers-and-caching/</span></a></p>