ari @ar

1.3.6.1.4.1.61513Michaela rants out about AWS Backup:<a href="https://sprocketfox.io/xssfox/2025/04/05/aws-backup/" rel="nofollow noopener" translate="no" target="_blank">https://sprocketfox.io/xssfox/2025/04/05/aws-backup/</a><a href="https://cloudisland.nz/tags/aws" class="mention hashtag" rel="nofollow noopener" target="_blank">#aws</a> <a href="https://cloudisland.nz/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a>

weirdjokesKeep your faith alive. Miracles happen.<a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

weirdjokesProduct manager. <a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

HachydermHello, hachyderm! we've been working hard on building up our ansible runbooks and improving hachyderm's overall resilience. Recently, we've been focusing on is database resilience.We're getting close to retiring our original database server (finally!) and preparing to move to a fully ansible-managed set of databases servers, primary and replica on new hardware. We'll send another announcement when we do the cut over. The team has done excellent work to make this highly automated, quick, and painless! :blobfoxscience: Done:✅ author ansible roles for managing postgresql, pgbackrest (backups), pgbouncer, and primary/replica failover ✅ decide to continue with pgbouncer and *not* use pgcat ✅ rotate database passwords ✅ order new replica database hardware ✅ order new future primary database hardwareTo do soon:🟨 rebuild replica database with ansible scripts 🟨 prepare primary database with ansible scripts 🟨 start replicating to new database replica 🟨 cut over to new database server 🎉 We're also planning on open-sourcing our ansible roles in the coming weeks - just a little housekeeping & tidying up before we do!<a href="https://hachyderm.io/tags/hachyderm" class="mention hashtag" rel="nofollow noopener" target="_blank">#hachyderm</a> <a href="https://hachyderm.io/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://hachyderm.io/tags/sre" class="mention hashtag" rel="nofollow noopener" target="_blank">#sre</a> <a href="https://hachyderm.io/tags/ansible" class="mention hashtag" rel="nofollow noopener" target="_blank">#ansible</a> <a href="https://hachyderm.io/tags/postgresql" class="mention hashtag" rel="nofollow noopener" target="_blank">#postgresql</a>

blint (on GoToSocial) @ homeAnother account :D At least I have to write an <a href="https://goto.tutter.org/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#introduction</a>.I'm runner of open source projects, selfhoster, Linux enthusiast, unofficial alpha tester of weird projects, DevOps engineer, developer, network engineer, Dungeon Master (<a href="https://goto.tutter.org/tags/dnd" class="mention hashtag" rel="nofollow noopener" target="_blank">#DnD</a>), trumpet player, admin and system administrator of <a href="https://goto.tutter.org/tags/tutter" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tutter</a> :tutter: and <a href="https://goto.tutter.org/tags/tuttergram" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tuttergram</a>I play games as well. Played with:<ul><li>The Last of Us Remasterd</li><li>The Last of Us II</li><li>God of War III</li><li>God of War (2018)</li><li>God of War Ragnarök</li><li>Hogwarts Legacy</li><li>The Witcher 1-2-3</li></ul>I love nature, plants and animals!<a href="https://goto.tutter.org/tags/adhd" class="mention hashtag" rel="nofollow noopener" target="_blank">#ADHD</a> <a href="https://goto.tutter.org/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#Linux</a> <a href="https://goto.tutter.org/tags/foss" class="mention hashtag" rel="nofollow noopener" target="_blank">#FOSS</a> <a href="https://goto.tutter.org/tags/network" class="mention hashtag" rel="nofollow noopener" target="_blank">#Network</a> <a href="https://goto.tutter.org/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://goto.tutter.org/tags/dnd" class="mention hashtag" rel="nofollow noopener" target="_blank">#DnD</a> <a href="https://goto.tutter.org/tags/selfhoster" class="mention hashtag" rel="nofollow noopener" target="_blank">#Selfhoster</a> <a href="https://goto.tutter.org/tags/nature" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nature</a> <a href="https://goto.tutter.org/tags/plants" class="mention hashtag" rel="nofollow noopener" target="_blank">#Plants</a> <a href="https://goto.tutter.org/tags/animals" class="mention hashtag" rel="nofollow noopener" target="_blank">#Animals</a> <a href="https://goto.tutter.org/tags/cooking" class="mention hashtag" rel="nofollow noopener" target="_blank">#Cooking</a>

weirdjokesTo learn Python is to wield a key that unlocks the doors of innovation; with each line of code, we shape the world anew.- Omar Hayam (most probably)<a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

DevOps WeeklyIn retrospect, DevOps was a bad idea<a href="https://rethinkingsoftware.substack.com/p/in-retrospect-devops-was-a-bad-idea" rel="nofollow noopener" translate="no" target="_blank">https://rethinkingsoftware.substack.com/p/in-retrospect-devops-was-a-bad-idea</a>Discussions: <a href="https://discu.eu/q/https://rethinkingsoftware.substack.com/p/in-retrospect-devops-was-a-bad-idea" rel="nofollow noopener" translate="no" target="_blank">https://discu.eu/q/https://rethinkingsoftware.substack.com/p/in-retrospect-devops-was-a-bad-idea</a><a href="https://mastodon.social/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a>

weirdjokes<a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

Peter N. M. HansteenYou Have Installed OpenBSD. Now For The Daily Tasks.Despite some persistent rumors, installing OpenBSD is both quick and easy on most not too exotic hardware. But once the thing is installed, what is daily life with the most secure free operating system like?More at <a href="https://nxdomain.no/~peter/openbsd_installed_now_for_the_daily_tasks.html" rel="nofollow noopener" translate="no" target="_blank">https://nxdomain.no/~peter/openbsd_installed_now_for_the_daily_tasks.html</a> <a href="https://mastodon.social/tags/openbsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#openbsd</a> <a href="https://mastodon.social/tags/development" class="mention hashtag" rel="nofollow noopener" target="_blank">#development</a> <a href="https://mastodon.social/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://mastodon.social/tags/security" class="mention hashtag" rel="nofollow noopener" target="_blank">#security</a> <a href="https://mastodon.social/tags/sysadmin" class="mention hashtag" rel="nofollow noopener" target="_blank">#sysadmin</a> <a href="https://mastodon.social/tags/maintenance" class="mention hashtag" rel="nofollow noopener" target="_blank">#maintenance</a> <a href="https://mastodon.social/tags/freesoftware" class="mention hashtag" rel="nofollow noopener" target="_blank">#freesoftware</a> <a href="https://mastodon.social/tags/libresoftware" class="mention hashtag" rel="nofollow noopener" target="_blank">#libresoftware</a> <a href="https://mastodon.social/tags/bsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#bsd</a> <a href="https://mastodon.social/tags/unix" class="mention hashtag" rel="nofollow noopener" target="_blank">#unix</a> <a href="https://mastodon.social/tags/unixlike" class="mention hashtag" rel="nofollow noopener" target="_blank">#unixlike</a> (from 2024)

DevOps WeeklyGrepping logs remains terrible<a href="https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/" rel="nofollow noopener" translate="no" target="_blank">https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/</a>Discussions: <a href="https://discu.eu/q/https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/" rel="nofollow noopener" translate="no" target="_blank">https://discu.eu/q/https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/</a><a href="https://mastodon.social/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://mastodon.social/tags/practices" class="mention hashtag" rel="nofollow noopener" target="_blank">#practices</a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://mastodon.social/tags/unix" class="mention hashtag" rel="nofollow noopener" target="_blank">#unix</a>

Esk 🐌⚡💜hey, fediverse friends - i'm excited that we're finally announcing our Fediverse Security Fund over at <a href="https://hachyderm.io/@nivenly" class="u-url mention" rel="nofollow noopener" target="_blank">@nivenly</a> to help make fedi software more secure.we're starting off super small to see if the Fund is a thing that can help. along the way we'll learn and improve our intake/payout process. and if there's solid interest and we see good impact, we'll hold a member vote near the end of the experiment to decide if we'll renew/expand the program.thanks to <a href="https://hachyderm.io/@thisismissem" class="u-url mention" rel="nofollow noopener" target="_blank">@thisismissem</a> for her contributions and being the first disclosure to validate the process.let's close some vulns! :blobfoxscience: <a href="https://hachyderm.io/tags/fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#fediverse</a> <a href="https://hachyderm.io/tags/security" class="mention hashtag" rel="nofollow noopener" target="_blank">#security</a> <a href="https://hachyderm.io/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://hachyderm.io/tags/sre" class="mention hashtag" rel="nofollow noopener" target="_blank">#sre</a>

weirdjokesGoogling <a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

weirdjokesProject management. <a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

weirdjokesDiscipline and Motivation <a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener" translate="no" target="_blank">https://python-code.pro/</a>

Andrew Wipplersudo pronounced <a href="https://this.wplr.rocks/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#linux</a> <a href="https://this.wplr.rocks/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a>

jsnapeThe "Test" column is a remnant of traditional waterfall practices that has no place in a truly agile environment. By shifting left, using automation, and focusing on the unique skills each role brings to the project, you can create a more efficient and effective workflow that delivers high-quality software. <a href="https://snape.me/2025/04/who-tests-features/" rel="nofollow noopener" translate="no" target="_blank">https://snape.me/2025/04/who-tests-features/</a> <a href="https://mastodon.world/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#devops</a> <a href="https://mastodon.world/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#testing</a> <a href="https://mastodon.world/tags/opinion" class="mention hashtag" rel="nofollow noopener" target="_blank">#opinion</a>

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