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        <title>Luca Cavallin</title>
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      Platform Engineer at Xebia, focused on AI platform engineering - the infrastructure behind reliable, observable, scalable AI and cloud-native workloads. I work primarily in Go and Google Cloud, with deep experience in Kubernetes, containers, and end-to-end observability - and a strong interest in networking and lower-level systems work in Rust. My current focus is the platform layer beneath AI: inference serving infrastructure on Kubernetes, AI gateway and MCP connectivity, agentic workload orchestration, and end-to-end observability for GenAI systems.

      My broader experience is full-stack: strong on backend, with solid frontend and mobile knowledge. I contribute to open source, write on my blog, and pick up the occasional talk, training, or meetup when something interesting comes up. I&#39;m a Google Developer Expert (GDE) and a CNCF Ambassador.

      For a deeper dive, see my blog. If you&#39;re new to open source, check out Verto.sh. For mentorship, I&#39;m on Mentorcruise. Outside of work, activities like photography, motorcycling, playing a handpan and cleaning litterboxes keep me occupied 🐈.
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      <title>Platform Engineering End-to-End</title>
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      <description>Platform engineering is more than DevOps with a portal. This post walks the full arc of the discipline end to end: why platforms exist, how to build and operate them, how to manage the messy stakeholder politics, and what success actually looks like. Grounded in Fournier and Nowland&#39;s book and a few years of doing this on real systems.</description>
      <pubDate>Wed, 06 May 2026 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>platform-engineering</category><category>devops</category><category>cloud</category><category>infrastructure</category>
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      <title>Google Cloud Networking 101: The Comprehensive TLDR</title>
      <link>https://www.lucavallin.com/blog/google-cloud-networking-101-the-comprehensive-tldr</link>
      <description>A comprehensive but quick walkthrough of everything you need to know about GCP networking: VPCs, subnets, routing, firewalls, Shared VPC, GKE networking, load balancing, Cloud NAT, hybrid connectivity, VPC Service Controls, DNS, packet inspection, and how to operate all of it. Written for engineers who need a solid mental model in 15 minutes.</description>
      <pubDate>Thu, 02 Apr 2026 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>google-cloud</category><category>networking</category><category>cloud</category>
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      <title>Club Cloud 2021: Cloud Engineering Panel Discussion</title>
      <link>https://www.lucavallin.com/blog/club-cloud-2021-cloud-engineering-panel-discussion</link>
      <description>Interactive panel discussion about the treats of being a cloud engineer, the developments and a guestimate about what the future holds, with Antoni Tzavelas and Jeroen Reijn.</description>
      <pubDate>Fri, 11 Feb 2022 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>cloud</category><category>club-cloud</category><category>podcast</category>
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      <guid>https://www.lucavallin.com/blog/how-to-prepare-for-the-google-cloud-engineer-associate-certification-exam</guid>
      <title>How to Prepare for the Google Cloud Engineer Associate Certification Exam</title>
      <link>https://www.lucavallin.com/blog/how-to-prepare-for-the-google-cloud-engineer-associate-certification-exam</link>
      <description>Obtaining your first Google Cloud certification can be a challenging experience. In this video I share my best tips to prepare for the &quot;Associate Cloud Engineer&quot; exam and the resources I used to pass the test last December.</description>
      <pubDate>Wed, 26 Jan 2022 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>google-cloud</category><category>certification</category><category>cloud</category><category>podcast</category>
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      <guid>https://www.lucavallin.com/blog/what-is-google-cloud-deploy</guid>
      <title>What is Google Cloud Deploy?</title>
      <link>https://www.lucavallin.com/blog/what-is-google-cloud-deploy</link>
      <description>Simplifying container-based app development on Google Kubernetes Engine (GKE) with Cloud Deploy.</description>
      <pubDate>Thu, 09 Dec 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>kubernetes</category><category>google-cloud</category><category>cicd</category><category>cloud</category><category>cncf</category>
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      <guid>https://www.lucavallin.com/blog/club-cloud-stories-news-from-around-the-cloud</guid>
      <title>Club Cloud Stories #2 - News from Around the Cloud</title>
      <link>https://www.lucavallin.com/blog/club-cloud-stories-news-from-around-the-cloud</link>
      <description>The latest news from around the cloud: Club Cloud Stories #2 is here! Luca Cavallin &amp; Jacco Kulman – joined by special guest Antoni Tzavelas (Google Cloud Course Creator and DevOps enthusiast) – are going to discuss: &quot;CloudFormation: Quick Retry&quot;, &quot;Google Cloud IoT Core 101&quot;, &quot;Step Functions: Power Up&quot;, &quot;What is GitOps?&quot;, &quot;Inspect Traffic Between Subnets in a VPC&quot;, &quot;Rust on CloudFlare Workers&quot;.</description>
      <pubDate>Tue, 23 Nov 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>cloud</category><category>club-cloud</category><category>containers</category><category>podcast</category>
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      <title>Club Cloud Stories #1 - The First Episode with Antoni Tzavelas &amp; Mark van Holsteijn</title>
      <link>https://www.lucavallin.com/blog/club-cloud-stories-first-episode-antoni-tzavelas-mark-van-holsteijn</link>
      <description>In this first episode of Club Cloud Stories, hosts Luca Cavallin and Jacco Kulman welcome two guests: Antoni Tsavelas and Mark van Holsteijn. They discuss the latest cloud developments as well as a special reaper package to stop containers from running.</description>
      <pubDate>Tue, 19 Oct 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>cloud</category><category>club-cloud</category><category>containers</category><category>podcast</category>
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      <guid>https://www.lucavallin.com/blog/designing-serverless-applications-on-aws-jacco-kulman-luca-cavallin-end2end-live</guid>
      <title>Designing Serverless Applications on AWS - Jacco Kulman and Luca Cavallin @ End2End LIVE</title>
      <link>https://www.lucavallin.com/blog/designing-serverless-applications-on-aws-jacco-kulman-luca-cavallin-end2end-live</link>
      <description>Learn how to design serverless applications on the AWS platform from Jacco Kulman and Luca Cavallin. This session was hosted during the End2End Live conference in June 2021.</description>
      <pubDate>Mon, 28 Jun 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>cloud</category><category>podcast</category><category>aws</category><category>serverless</category>
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      <title>How to Use Terraform Workspaces to Manage Environment-based Configuration</title>
      <link>https://www.lucavallin.com/blog/how-to-use-terraform-workspaces-to-manage-environment-based-configuration</link>
      <description>Find out how to make managing infrastructure in multiple environments easier with Terraform Workspaces, without using regular modules.</description>
      <pubDate>Fri, 11 Jun 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>cloud</category><category>devops</category><category>infrastructure</category><category>terraform</category><category>cncf</category>
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      <title>How I Prepared for the Google Cloud Associate Cloud Engineer Exam</title>
      <link>https://www.lucavallin.com/blog/how-i-prepared-for-the-google-cloud-associate-cloud-engineer-exam</link>
      <description>Learn from my personal experience in preparing and passing the Google Cloud Associate Cloud Engineer exam, making it more accessible for you.</description>
      <pubDate>Fri, 05 Feb 2021 00:00:00 GMT</pubDate>
      <author>Luca Cavallin</author>
      <category>google-cloud</category><category>certification</category><category>cloud</category>
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