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James Bartlett :terminal:<p>UPDATE: Hey everyone, there was a problem with the Restream-to-LinkedIn connector, and as we were attempting to restart the stream, the event on LinkedIn disappeared. We&#39;re not sure what caused this issue, but we are re-scheduling this event. Please stay tuned for the new date and time!</p><p>Today on <a href="https://techhub.social/tags/TheDrillDown" class="mention hashtag" rel="tag">#<span>TheDrillDown</span></a>, Ahmad and I are honored to be joined by a very special guest, <span class="h-card" translate="no"><a href="https://techhub.social/@Jkerski" class="u-url mention">@<span>Jkerski</span></a></span>! We&#39;ll be drilling down into the topic of integrating <a href="https://techhub.social/tags/DataOps" class="mention hashtag" rel="tag">#<span>DataOps</span></a> tools and principles into your <a href="https://techhub.social/tags/MicrosoftFabric" class="mention hashtag" rel="tag">#<span>MicrosoftFabric</span></a> and <a href="https://techhub.social/tags/PowerBI" class="mention hashtag" rel="tag">#<span>PowerBI</span></a> workflows. Join us at 2PM Central time! <a href="https://lnkd.in/gbegXeAc" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="">lnkd.in/gbegXeAc</span><span class="invisible"></span></a></p>
:rss: Qiita - 人気の記事<p>DataOpsに入門したい<br><a href="https://qiita.com/yuta3okkie/items/4f5957952963f25eb0bb?utm_campaign=popular_items&amp;utm_medium=feed&amp;utm_source=popular_items" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">qiita.com/yuta3okkie/items/4f5</span><span class="invisible">957952963f25eb0bb?utm_campaign=popular_items&amp;utm_medium=feed&amp;utm_source=popular_items</span></a></p><p><a href="https://rss-mstdn.studiofreesia.com/tags/qiita" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>qiita</span></a> <a href="https://rss-mstdn.studiofreesia.com/tags/%E3%83%87%E3%83%BC%E3%82%BF%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>データエンジニアリング</span></a> <a href="https://rss-mstdn.studiofreesia.com/tags/%E3%83%87%E3%83%BC%E3%82%BF%E5%9F%BA%E7%9B%A4" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>データ基盤</span></a> <a href="https://rss-mstdn.studiofreesia.com/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a></p>
All Things Open<p>🚀 NEW on We ❤️ Open Source 🚀</p><p>Daniel Paes introduces Runink: a Go-native, open source platform that makes data pipelines fast, secure, and Kubernetes-free. Built with Linux primitives and Raft for strong governance.</p><p><a href="https://allthingsopen.org/articles/runink-rethinking-data-pipelines-go-raft-linux-primitives" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">allthingsopen.org/articles/run</span><span class="invisible">ink-rethinking-data-pipelines-go-raft-linux-primitives</span></a></p><p><a href="https://mastodon.social/tags/WeLoveOpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WeLoveOpenSource</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/GoLang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GoLang</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/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://mastodon.social/tags/DevTools" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevTools</span></a></p>
devopsdays Amsterdam<p>📸 Handling data in Kubernetes - the cloud native way with Jonathan Gonzalez V.<br>From zero to a production-ready PostgreSQL cluster using CloudNativePG. Real DevOps for your data layer in action.<br><a href="https://social.devopsdays.org/tags/DevOpsDaysAMS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOpsDaysAMS</span></a> <a href="https://social.devopsdays.org/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Kubernetes</span></a> <a href="https://social.devopsdays.org/tags/PostgreSQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PostgreSQL</span></a> <a href="https://social.devopsdays.org/tags/CloudNative" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CloudNative</span></a> <a href="https://social.devopsdays.org/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOps</span></a> <a href="https://social.devopsdays.org/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a></p>
Recce - Trust, Verify, Ship<p>🚨 Data diff isn’t enough.<br>You’re putting out harmless fires while real metric failures burn unnoticed.</p><p>You don’t need more diffing. You need better understanding.<br>Read 👉 <a href="https://datarecce.io/blog/more-than-data-diff/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">datarecce.io/blog/more-than-da</span><span class="invisible">ta-diff/</span></a></p><p><a href="https://mastodon.social/tags/dataops" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataops</span></a> <a href="https://mastodon.social/tags/datadiff" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datadiff</span></a> <a href="https://mastodon.social/tags/datavalidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavalidation</span></a> <a href="https://mastodon.social/tags/dataengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataengineering</span></a></p>
Continuous Delivery Foundation<p>Join us on Wednesday, June 4 to talk about: Model Context Protocol<br>Vivek Mangipudi will lead the discussion in our <a href="https://social.lfx.dev/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> meeting.<br>Want to join? Reply and we'll add you.</p>
PromptCloud<p>Tired of babysitting DIY scraping scripts that crash the moment you scale?<br>You’re not alone.</p><p>PromptCloud takes the pain out of large-scale data extraction with fully managed, reliable solutions — so you can focus on what really matters: insights.</p><p>🔗 <a href="https://shorturl.at/EApIO" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">shorturl.at/EApIO</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/WebScraping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebScraping</span></a> <a href="https://mastodon.social/tags/OpenData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenData</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a> <a href="https://mastodon.social/tags/BigData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BigData</span></a> <a href="https://mastodon.social/tags/Automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Automation</span></a> <a href="https://mastodon.social/tags/PromptCloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PromptCloud</span></a> <a href="https://mastodon.social/tags/TechForGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechForGood</span></a> <a href="https://mastodon.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a></p>
Doug Ortiz<p>The MLOps skillset is evolving! 🤯 </p><p>Reddit shows a clear trend: DataOps is emerging as a distinct specialization, separate from traditional DevOps. </p><p>Is your organization prepared for this shift? </p><p>Full blog post: <a href="https://dougortiz.blogspot.com/2025/05/the-quiet-revolution-in-mlops-dataops.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dougortiz.blogspot.com/2025/05</span><span class="invisible">/the-quiet-revolution-in-mlops-dataops.html</span></a> </p><p>What training programs are you implementing to address this emerging DataOps talent gap?</p><p><a href="https://mastodon.social/tags/MLOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MLOps</span></a> <a href="https://mastodon.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://mastodon.social/tags/SkillGap" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SkillGap</span></a> <a href="https://mastodon.social/tags/TheMlopsSkill" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheMlopsSkill</span></a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a></p>
The Datanista<p>𝐇𝐚𝐫𝐝𝐜𝐨𝐝𝐢𝐧𝐠 𝐢𝐬 𝐇𝐮𝐫𝐭𝐢𝐧𝐠 𝐘𝐨𝐮𝐫 𝐓𝐞𝐚𝐦</p><p>Still hardcoding values in your data pipelines?<br>👎 It’s slowing down scaling.<br>👎 It creates more bugs.<br>👎 It’s not enterprise-ready.</p><p>Learn how to parameterize Azure Data Factory like a pro - with real-world strategies you can apply immediately after training.</p><p>💥 Save your team hours of rework.<br>💥 Build once, reuse forever.</p><p>📅 Live 6/11 - just $249.</p><p> 🎁 1st 20 registrants get the bonuses!</p><p>🔗 Get your seat: <a href="https://entdna.com/product/advanced-azure-data-factory-adf-course-jun-2025/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">entdna.com/product/advanced-az</span><span class="invisible">ure-data-factory-adf-course-jun-2025/</span></a></p><p><a href="https://mastodon.social/tags/AzureADF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AzureADF</span></a> <a href="https://mastodon.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://mastodon.social/tags/TechTraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechTraining</span></a></p>
Francois Dion<p>Picked up "Python Polars the definitive guide" by Jeroen Janssens and Thijs Nieuwdorp. The polar bear was already used on another O'Reilly book, but the Iberian lynx is cool.</p><p>Never sure how tech books will pan out, but Jeroen's book data science at the command line was a good one, so I am hopeful.</p><p><a href="https://mastodon.online/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.online/tags/polars" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>polars</span></a> <a href="https://mastodon.online/tags/dataframes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataframes</span></a> <a href="https://mastodon.online/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.online/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a> <a href="https://mastodon.online/tags/dataops" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataops</span></a> <a href="https://mastodon.online/tags/book" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>book</span></a> <a href="https://mastodon.online/tags/books" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>books</span></a> <a href="https://mastodon.online/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computerscience</span></a> <a href="https://mastodon.online/tags/analytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>analytics</span></a></p>
Recce - Trust, Verify, Ship<p>What breaks if I change this column?</p><p>Read our technical deep-dive into how Recce constructs column-level lineage from <a href="https://mastodon.social/tags/dbt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dbt</span></a> models</p><p>- How we track column origins and transformations using SQLGlot</p><p>- How we classify columns as pass-through, renamed, derived, or source</p><p>- How we handle tricky edge cases like SELECT *, name collisions, and macro expansion</p><p>Read more:<br><a href="https://datarecce.io/blog/column-level-lineage-internals/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">datarecce.io/blog/column-level</span><span class="invisible">-lineage-internals/</span></a></p><p><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/lineage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lineage</span></a> <a href="https://mastodon.social/tags/dataops" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataops</span></a> <a href="https://mastodon.social/tags/dataquality" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataquality</span></a> <a href="https://mastodon.social/tags/SQLGlot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SQLGlot</span></a></p>
Recce - Trust, Verify, Ship<p>Stop duplicating dashboards to preview the impact of dbt model changes!</p><p>With Recce, you can:<br>✅ Diff models<br>✅ Record data impact<br>✅ Share results instantly — no dashboards, no SQL, no screenshots</p><p>One click. Instant clarity:</p><p><a href="https://medium.com/inthepipeline/stop-duplicating-dashboards-just-to-preview-dbt-changes-21ff0ba8dd21" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/inthepipeline/stop-</span><span class="invisible">duplicating-dashboards-just-to-preview-dbt-changes-21ff0ba8dd21</span></a></p><p><a href="https://mastodon.social/tags/dbt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dbt</span></a> <a href="https://mastodon.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://mastodon.social/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SQL</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/analyticsengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>analyticsengineering</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
Paul Keen<p>Big move: Fivetran + Census unite for seamless data flow. No more custom code headaches. Just pure data harmony. </p><p><a href="https://ruby.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://ruby.social/tags/ETL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ETL</span></a> <a href="https://ruby.social/tags/DevTools" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevTools</span></a> <a href="https://www.fivetran.com/blog/why-fivetran-and-census-are-joining-forces" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">fivetran.com/blog/why-fivetran</span><span class="invisible">-and-census-are-joining-forces</span></a></p>
Marcos Lobo 💙💛<p>❓Need clear “done” definitions when balancing code &amp; data?</p><p>Align engineering &amp; analytics acceptance criteria to avoid moving goalposts.</p><p>📋 Read how: <a href="https://newsletter.optimistengineer.com/p/your-engineering-team-just-met-data?r=nw9bj&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcomeOnShare=false" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">newsletter.optimistengineer.co</span><span class="invisible">m/p/your-engineering-team-just-met-data?r=nw9bj&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcomeOnShare=false</span></a></p><p><a href="https://hachyderm.io/tags/SoftwareEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareEngineering</span></a> <a href="https://hachyderm.io/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a></p>
PromptCloud<p>We believe data should be clean, actionable — and sometimes a little fun. </p><p>🥚This table has a hidden message woven into the product titles. Can you find it?</p><p><a href="https://mastodon.social/tags/PromptCloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PromptCloud</span></a> <a href="https://mastodon.social/tags/EcommerceInsights" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EcommerceInsights</span></a> <a href="https://mastodon.social/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a> <a href="https://mastodon.social/tags/WebDataExtraction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDataExtraction</span></a> <a href="https://mastodon.social/tags/EasterChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EasterChallenge</span></a></p>
Continuous Delivery Foundation<p>Always wanted to learn the Fundamentals of <a href="https://social.lfx.dev/tags/DataOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataOps</span></a>?<br>🔴 Watch this workshop: <a href="https://youtu.be/hZ8NpMgPKcM" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/hZ8NpMgPKcM</span><span class="invisible"></span></a></p>

💶 𝗧𝗵𝗲 𝗵𝗶𝗱𝗱𝗲𝗻 𝗰𝗼𝘀𝘁 𝗼𝗳 𝗰𝘂𝘁𝘁𝗶𝗻𝗴 𝗰𝗼𝗿𝗻𝗲𝗿𝘀? 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗱𝗲𝗯𝘁, not just another corporate buzzword but the silent killer of efficiency, innovation, and organizational success.

👉 Understand what technical debt means in a datamanagement context.
datalumen.eu/technicaldebt_dat

#DataGovernance #DataManagement hashtag#DataArchitecture #DataOps #DataOpsFramework #DevOps #DataStrategy #DataAgenda