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Nicole van der Hoeven<p>🔴 I'm live now with my colleagues Jay Clifford and Cyril Tovena on this month's Loki Community Call talking about how to turn logs into metrics in <span class="h-card" translate="no"><a href="https://grafana.social/@grafana" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>grafana</span></a></span> Loki with LogQL metric queries. Join us in chat to ask us all your questions related to metric queries! <a href="https://youtube.com/live/tKcnQ0Q2E-k" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtube.com/live/tKcnQ0Q2E-k</span><span class="invisible"></span></a></p><p><a href="https://pkm.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://pkm.social/tags/loki" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>loki</span></a></p>
Jonathan MatthewsWhat tools do you use for your on-host <a href="https://snac.bsd.cafe?t=freebsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#FreeBSD</a>|<a href="https://snac.bsd.cafe?t=bsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#BSD</a> system metrics collection and monitoring? <a href="https://snac.bsd.cafe?t=sysadmin" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sysadmin</a> <a href="https://snac.bsd.cafe?t=devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://snac.bsd.cafe?t=sre" class="mention hashtag" rel="nofollow noopener" target="_blank">#SRE</a> <a href="https://snac.bsd.cafe?t=monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#Monitoring</a> <a href="https://snac.bsd.cafe?t=systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#Systems</a> <a href="https://snac.bsd.cafe?t=observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://snac.bsd.cafe?t=metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a><br>
Brad L. :verified:<p>I spent some time researching exporting JSON logs from various applications on my <a href="https://hachyderm.io/tags/pfSense" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pfSense</span></a> router. I came across a lot of "just use syslog-ng" in forums. I decided to put together notes with the details on how to do that in case you don't want to think about it yourself:</p><p><a href="https://divisionbyzero.net/pfsense-json-logs/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">divisionbyzero.net/pfsense-jso</span><span class="invisible">n-logs/</span></a></p><p><a href="https://hachyderm.io/tags/security" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>security</span></a> <a href="https://hachyderm.io/tags/logging" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>logging</span></a> <a href="https://hachyderm.io/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a></p>
steve mookie kong<p>Yowza. I got a nice boost from <span class="h-card" translate="no"><a href="https://mastodon.social/@nixCraft" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>nixCraft</span></a></span> and my instance survived. That was a helluva boost.</p><p><a href="https://racingbunny.com/tags/mastodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mastodon</span></a> <a href="https://racingbunny.com/tags/mastoadmin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mastoadmin</span></a> <a href="https://racingbunny.com/tags/fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fediverse</span></a> <a href="https://racingbunny.com/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a></p>
Coroot<p>Learn how you can prioritize service incident troubleshooting with <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> by sorting applications by SLO risk in one view (automatically populated with <a href="https://mastodon.social/tags/eBPF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eBPF</span></a>! 🐧🐝)</p><p>Try it out for yourself: <a href="https://t.ly/__UBr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/__UBr</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/Linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linux</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/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SRE</span></a> <a href="https://mastodon.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Kubernetes</span></a> <a href="https://mastodon.social/tags/postgresql" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>postgresql</span></a> <a href="https://mastodon.social/tags/clickhouse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>clickhouse</span></a> <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coroot</span></a> <a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://mastodon.social/tags/kafka" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kafka</span></a> <a href="https://mastodon.social/tags/mysql" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mysql</span></a></p>
Nicole van der Hoeven<p>If you've tried to get started with <span class="h-card" translate="no"><a href="https://grafana.social/@grafana" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>grafana</span></a></span> Loki, there's a little thing you'll have to contend with first... LogQL. Here's what LogQL is, how to ease into using it, and how to write your first queries in it. <a href="https://youtu.be/57dQwcmqkpQ" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/57dQwcmqkpQ</span><span class="invisible"></span></a> <br><a href="https://pkm.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://pkm.social/tags/grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>grafana</span></a> <a href="https://pkm.social/tags/loki" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>loki</span></a></p>
Coroot<p>New <a href="https://mastodon.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOps</span></a> or <a href="https://mastodon.social/tags/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SRE</span></a> team members overwhelmed by observability? This cheatsheet has them covered 👇 🐧 🐝 </p><p>Learn more about critical observability concepts and their relation to <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coroot</span></a>, an <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> tool that can improve uptime: <a href="https://t.ly/Vdj4Z" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/Vdj4Z</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</span></a> <a href="https://mastodon.social/tags/AWS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AWS</span></a> <a href="https://mastodon.social/tags/coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coroot</span></a> <a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IT</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/softwarelibre" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>softwarelibre</span></a> <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a> <a href="https://mastodon.social/tags/Linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linux</span></a> <a href="https://mastodon.social/tags/eBPF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eBPF</span></a> <a href="https://mastodon.social/tags/DNS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DNS</span></a></p>
Lenin alevski 🕵️💻<p>New Open-Source Tool Spotlight 🚨🚨🚨</p><p>Kubernetes History Inspector (KHI) is an agentless log viewer built for visualizing Kubernetes audit logs. Its timeline-based log analysis and resource relationship diagrams simplify cluster troubleshooting—no complex setups or commands required. <a href="https://infosec.exchange/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Kubernetes</span></a> <a href="https://infosec.exchange/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a></p><p>🔗 Project link on <a href="https://infosec.exchange/tags/GitHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GitHub</span></a> 👉 <a href="https://github.com/GoogleCloudPlatform/khi" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/GoogleCloudPlatform</span><span class="invisible">/khi</span></a></p><p><a href="https://infosec.exchange/tags/Infosec" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Infosec</span></a> <a href="https://infosec.exchange/tags/Cybersecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cybersecurity</span></a> <a href="https://infosec.exchange/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Software</span></a> <a href="https://infosec.exchange/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Technology</span></a> <a href="https://infosec.exchange/tags/News" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>News</span></a> <a href="https://infosec.exchange/tags/CTF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CTF</span></a> <a href="https://infosec.exchange/tags/Cybersecuritycareer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cybersecuritycareer</span></a> <a href="https://infosec.exchange/tags/hacking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hacking</span></a> <a href="https://infosec.exchange/tags/redteam" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>redteam</span></a> <a href="https://infosec.exchange/tags/blueteam" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>blueteam</span></a> <a href="https://infosec.exchange/tags/purpleteam" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>purpleteam</span></a> <a href="https://infosec.exchange/tags/tips" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tips</span></a> <a href="https://infosec.exchange/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://infosec.exchange/tags/cloudsecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cloudsecurity</span></a></p><p>— ✨<br>🔐 P.S. Found this helpful? Tap Follow for more cybersecurity tips and insights! I share weekly content for professionals and people who want to get into cyber. Happy hacking 💻🏴‍☠️</p>
Coroot<p>Effortlessly improve system uptime, optimize workloads, and catch availability and security risks. Explore no-code, automatically configured system visibility with <a href="https://mastodon.social/tags/RCA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCA</span></a> insights, <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> or enterprise.</p><p>Dig into the <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coroot</span></a> Enterprise sandbox: <a href="https://t.ly/gU-2I" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/gU-2I</span><span class="invisible"></span></a> </p><p>Map your services completely with <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a>: <a href="https://n9.cl/kfm0rw" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">n9.cl/kfm0rw</span><span class="invisible"></span></a> </p><p><a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://mastodon.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>monitoring</span></a> <a href="https://mastodon.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</span></a> <a href="https://mastodon.social/tags/AWS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AWS</span></a> <a href="https://mastodon.social/tags/nodes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nodes</span></a> <a href="https://mastodon.social/tags/clusters" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>clusters</span></a> <a href="https://mastodon.social/tags/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SRE</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/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/softwarelibre" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>softwarelibre</span></a> <a href="https://mastodon.social/tags/ebpf" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ebpf</span></a> <a href="https://mastodon.social/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linux</span></a> <a href="https://mastodon.social/tags/OTEL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OTEL</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a></p>
silmeth 🇺🇦<p>Trying to wrap my head (as a simple dev) around the metrics ecosystem.</p><p>Seems <a href="https://mstdn.social/tags/RustLang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RustLang</span></a> world has some nice tools for exporting stuff to Prometheus and <a href="https://mstdn.social/tags/StatsD" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatsD</span></a>; <a href="https://mstdn.social/tags/JVM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JVM</span></a> world lives on DropWizard metrics exporting to <a href="https://mstdn.social/tags/Graphite" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Graphite</span></a> (Carbon), with no(?) option for StatsD.</p><p>What do people do if they want to collect metrics from mixed Rust/Kotlin/Java applications? Graphite with direct Carbon for JVM stuff and StatsD for Rust? Prometheus?</p><p>All this feels unnecessarily complicated…</p><p><a href="https://mstdn.social/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a></p>
Coroot<p>A huge thank you from <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coroot</span></a> to all the <a href="https://mastodon.social/tags/SREs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SREs</span></a>, <a href="https://mastodon.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOps</span></a> pros, and developers that have contributed great work to make <a href="https://mastodon.social/tags/RCA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCA</span></a> faster with <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a>!</p><p>🐧 Join us on slack: <a href="https://t.ly/nRHA-" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/nRHA-</span><span class="invisible"></span></a><br>🐝 Push your next commit to <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coroot</span></a>: <a href="https://t.ly/__UBr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/__UBr</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</span></a></p>
Eric D. Schabell<p>Job Alert: Open Source Community Manager. Want to help grow the @fluentbit community, collaborate with other strategic projects in the @CloudNativeFdn, &amp; passionate about <a href="https://fosstodon.org/tags/cloudnative" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cloudnative</span></a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a>? Want to work with <span class="h-card" translate="no"><a href="https://hachyderm.io/@paigerduty" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>paigerduty</span></a></span> and myself? Apply now! @chronosphereio <a href="https://chronosphere.io/careers/?ashby_jid=afa6ac91-000e-4438-9c1a-a4230eb5892c#open-roles" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">chronosphere.io/careers/?ashby</span><span class="invisible">_jid=afa6ac91-000e-4438-9c1a-a4230eb5892c#open-roles</span></a></p>
Yuna<p>Is Node.js the future of backend development, or just a beautifully wrapped grenade?</p><p>Lately, I see more and more backend systems, yes, even monoliths, built entirely in Node.js, sometimes with server-side rendering layered on top. These are not toy projects. These are services touching sensitive PII data, sometimes in regulated industries.</p><p>When I first used Node.js years ago, I remember:<br> • Security concepts were… let’s say aspirational.<br> • Licensing hell due to questionable npm dependencies.<br> • Tests were flaky, with mocking turning into dark rituals.<br> • Behavior of libraries changed weekly like socks, but more dangerous.<br> • Internet required to run a “local” build. How comforting.</p><p>Even with TypeScript, it all melts back into JavaScript at runtime, a language so flexible it can hang itself.</p><p>Sure, SSR and monoliths can simplify architecture. But they also widen the attack surface, especially when:<br> • The backend is non-compiled.<br> • Every endpoint is a potential open door.<br> • The system needs Node + a fleet of dependencies + a container + prayer just to run.</p><p>Compare that to a compiled, stateless binary that:<br> • Runs in a scratch container.<br> • Requires zero runtime dependencies.<br> • Has encryption at rest, in transit, and ideally per-user.<br> • Can be observed, scaled, audited, stateless and destroyed with precision.</p><p>I’ve shipped frontends that are static, CDN-delivered, secure by design, and light enough to fit on a floppy disk. By running them with Node, I’m loading gigabytes of unknown tooling to render “Hello, user”.</p><p>So I wonder:<br>Is this the future? Or am I just… old?</p><p>Are we replacing mature, scalable architectures with serverless spaghetti and 12-factor mayhem because “it works on Vercel”?</p><p>Tell me how you build secure, observable, compliant systems in Node.js.<br>Genuinely curious.<br>Mildly terrified and maybe old.</p><p><a href="https://hachyderm.io/tags/NodeJS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NodeJS</span></a> <a href="https://hachyderm.io/tags/BackendSecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BackendSecurity</span></a> <a href="https://hachyderm.io/tags/SecureCoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SecureCoding</span></a> <a href="https://hachyderm.io/tags/PII" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PII</span></a> <a href="https://hachyderm.io/tags/Compliance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Compliance</span></a> <a href="https://hachyderm.io/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareArchitecture</span></a> <a href="https://hachyderm.io/tags/ServerSideRendering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ServerSideRendering</span></a> <a href="https://hachyderm.io/tags/TypeScript" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TypeScript</span></a> <a href="https://hachyderm.io/tags/Java" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Java</span></a> <a href="https://hachyderm.io/tags/Kotlin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Kotlin</span></a> <a href="https://hachyderm.io/tags/Golang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Golang</span></a> <a href="https://hachyderm.io/tags/Erlang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Erlang</span></a> <a href="https://hachyderm.io/tags/Ruby" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ruby</span></a> <a href="https://hachyderm.io/tags/Scalability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Scalability</span></a> <a href="https://hachyderm.io/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a> <a href="https://hachyderm.io/tags/DevSecOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevSecOps</span></a> <a href="https://hachyderm.io/tags/LegacyVsModern" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LegacyVsModern</span></a> <a href="https://hachyderm.io/tags/SecureByDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SecureByDesign</span></a> <a href="https://hachyderm.io/tags/CompiledLanguages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CompiledLanguages</span></a> <a href="https://hachyderm.io/tags/CloudArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CloudArchitecture</span></a> <a href="https://hachyderm.io/tags/StatelessDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatelessDesign</span></a> <a href="https://hachyderm.io/tags/SecurityTheatre" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SecurityTheatre</span></a> <a href="https://hachyderm.io/tags/TechSatire" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechSatire</span></a> <a href="https://hachyderm.io/tags/LinkedInTechRant" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LinkedInTechRant</span></a></p>
Adriana Villela 🇧🇷🇨🇦<p>Are you storing your <a href="https://hachyderm.io/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenTelemetry</span></a> signals in multiple back-ends? This results in "swivel chair" <a href="https://hachyderm.io/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a>, where you're having to go from one tool to another to understand what's going on overall. What could possibly go wrong??</p><p>Learn more in my latest blog post!</p><p><a href="https://medium.com/womenintechnology/storing-all-of-your-observability-signals-in-one-place-matters-36178cd0ce10" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/womenintechnology/s</span><span class="invisible">toring-all-of-your-observability-signals-in-one-place-matters-36178cd0ce10</span></a></p>
Coroot<p>Manually digging through metrics, logs, and traces can be time consuming and prolong expensive outages. Learn how you can improve service uptime with automatic, <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a>-powered <a href="https://mastodon.social/tags/RCA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCA</span></a>: <a href="https://t.ly/LBjEM" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">t.ly/LBjEM</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/AIOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIOps</span></a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://mastodon.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</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/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/docker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>docker</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IT</span></a> <a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://mastodon.social/tags/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SRE</span></a> <a href="https://mastodon.social/tags/Linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linux</span></a> <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://mastodon.social/tags/eBPF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eBPF</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChatGPT</span></a></p>
Geeking Out Podcast<p>What if we told you that there is an entire world out there beyond our tech bubble that could benefit from the power of Observability? Would you believe us? Join Geeking Out host <span class="h-card" translate="no"><a href="https://hachyderm.io/@adrianamvillela" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>adrianamvillela</span></a></span>, alongside past guests Tim Banks, and Marino Wijay, for a discussion on using <a href="https://mastodon.social/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a> beyond the traditional confines of tech. </p><p><a href="https://www.youtube.com/live/ArgPxFru5ag?si=0k_SW_GR_FiGU_7A" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/live/ArgPxFru5ag?s</span><span class="invisible">i=0k_SW_GR_FiGU_7A</span></a></p>
Ariel<p><a href="https://eigenmagic.net/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>monitoring</span></a> <a href="https://eigenmagic.net/tags/o11y" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>o11y</span></a> <a href="https://eigenmagic.net/tags/shitpost" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>shitpost</span></a> <a href="https://eigenmagic.net/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://eigenmagic.net/tags/prometheus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>prometheus</span></a></p>
Eric D. Schabell<p>New series alert!!! 🚨 Mastering Fluent Bit series kicks off, going old school and teaching you how to install the open source project @fluentbit by building it from source! <a href="https://fosstodon.org/tags/cloudnative" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cloudnative</span></a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://fosstodon.org/tags/o11y" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>o11y</span></a> @chronosphereio <a href="https://bit.ly/mastering-fluent-bit-installing-source" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bit.ly/mastering-fluent-bit-in</span><span class="invisible">stalling-source</span></a></p>
Yuna<p>Your logs are lying to you - metrics are meaner and better.</p><p>Everyone loves logs… until the incident postmortem reads like bad fan fiction.<br>Most teams start with expensive log aggregation, full-text searching their way into oblivion. So much noise. So little signal. And still, no clue what actually happened. Why? Because writing meaningful logs is a lost art. <br>Logs are like candles, nice for mood lighting, useless in a house fire.</p><p>If you&nbsp;need&nbsp;traces to understand your system, congratulations: you're already in hell.</p><p>Let me introduce&nbsp;my&nbsp;favourite method:&nbsp;real-time, metric-driven user simulation aka "Overwatch".</p><p>Here's how you do it:</p><p>🧪 Set up a service that runs real end-to-end user workflows 24/7. Use Cypress, Playwright, Selenium… your poison of choice.<br>📊 Every action creates a timed metric tagged with the user workflow and action.<br>🧠 Now you know exactly what a user did before everything went up in flames.</p><p>Use Grafana + InfluxDB (or other tools you already use) to build dashboards that&nbsp;actually&nbsp;tell stories:</p><p>* How fast are user workflows?<br>* Which steps are breaking, and how often?<br>* What's slower today than yesterday?<br>* Who's affected, and where?</p><p>🎯 Alerts now mean something.<br>🚨 Incidents become surgical strikes, not scavenger hunts.<br>⚙️ Bonus: run the same system on every test environment and detect regressions&nbsp;before&nbsp;deployment. And if you made it reusable, you can even run the service to do load tests.</p><p>No need to buy overpriced tools. Just build a small service like you already do, except this one might save your soul.</p><p>And yes, transform logs into metrics where possible. Just hash your PII data and move on.</p><p>Stop guessing. Start observing.<br>Metrics &gt; Logs. Always.</p><p><a href="https://hachyderm.io/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Observability</span></a> <a href="https://hachyderm.io/tags/MetricsOverLogs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MetricsOverLogs</span></a> <a href="https://hachyderm.io/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOps</span></a> <a href="https://hachyderm.io/tags/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SRE</span></a> <a href="https://hachyderm.io/tags/IncidentResponse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IncidentResponse</span></a> <a href="https://hachyderm.io/tags/RealUserMonitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RealUserMonitoring</span></a> <a href="https://hachyderm.io/tags/Telemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Telemetry</span></a> <a href="https://hachyderm.io/tags/Grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Grafana</span></a> <a href="https://hachyderm.io/tags/InfluxDB" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfluxDB</span></a> <a href="https://hachyderm.io/tags/Automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Automation</span></a> <a href="https://hachyderm.io/tags/Cypress" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cypress</span></a> <a href="https://hachyderm.io/tags/Playwright" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Playwright</span></a> <a href="https://hachyderm.io/tags/Selenium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Selenium</span></a> <a href="https://hachyderm.io/tags/DashboardsThatMatter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DashboardsThatMatter</span></a> <a href="https://hachyderm.io/tags/BurnYourLogs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BurnYourLogs</span></a> <a href="https://hachyderm.io/tags/MonitoringMadness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MonitoringMadness</span></a> <a href="https://hachyderm.io/tags/SystemDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SystemDesign</span></a> <a href="https://hachyderm.io/tags/PostmortemPoetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PostmortemPoetry</span></a></p>
JesseBot<p>If you've tried both Thanos and Mimir, which do you prefer? Feel free to comment why below :heart_cyber:</p><p><a href="https://social.smallhack.org/tags/thanos" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>thanos</span></a> <a href="https://social.smallhack.org/tags/prometheus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>prometheus</span></a> <a href="https://social.smallhack.org/tags/alloy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>alloy</span></a> <a href="https://social.smallhack.org/tags/grafanaalloy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>grafanaAlloy</span></a> <a href="https://social.smallhack.org/tags/grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>grafana</span></a> <a href="https://social.smallhack.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>observability</span></a> <a href="https://social.smallhack.org/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>monitoring</span></a> <a href="https://social.smallhack.org/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</span></a> <a href="https://social.smallhack.org/tags/k8s" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>k8s</span></a> <a href="https://social.smallhack.org/tags/foss" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>foss</span></a> <a href="https://social.smallhack.org/tags/sre" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sre</span></a> <a href="https://social.smallhack.org/tags/mimir" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mimir</span></a> <a href="https://social.smallhack.org/tags/grafanamimir" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>grafanaMimir</span></a></p>