Pedro Geadas

The latest CNCF end-user survey shows how widely Argo CD is being used for GitOps: ✅ 97% of respondents run it in production (up from 93% in 2023) ✅ 60% have used it for more than 2 years ✅ 42% manage over 500 apps per instance ✅ 25% connect to more than 20 clusters Interesting to see how much adoption and scale Argo CD has reached. 👉

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Your teams shouldn’t have to choose between saving money and delivering great performance. 🌟 In this edition of This Month in Datadog, we spotlight Datadog Kubernetes Autoscaling, which offers workload scaling recommendations and makes it easy to optimize clusters based on resource usage. We also dive into: ➡️ Surfacing anomalies and aligning teams with our new Cloud Cost Management features ➡️ Monitoring and optimizing LLM-powered applications with our LiteLLM integration ➡️ Gaining deeper visibility into your Kubernetes infrastructure with Datadog Workload Protection Plus, learn how you can connect with your peers, grow your skills, and explore the latest innovations at an upcoming Datadog Summit. Watch the full episode ⤵️

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Kube Resource Orchestrator (KRO) is a Kubernetes-native tool that simplifies the creation and management of complex custom resources by allowing developers to define reusable components, group resources, and manage dependencies effectively. More: https://ku.bz/2y0L9vDf9

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Claude Sonnet 4.5 is available in GitLab Duo Pro, Duo Enterprise, and Duo Agent Platform, giving teams access to Anthropic’s most advanced model for coding and agents. Learn more in our blog: https://lnkd.in/efQpr-kU

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How much does a Kubernetes engineer earn in Q3 2025? Is Platform Engineering really eating DevOps' lunch? We analyzed 509 Kubernetes job descriptions and discovered: 💰 North American salaries average $177,983 (€92,113 in Europe) 🚀 Platform Engineer roles jumped to 9% of positions (vs 4-7% last year) 👨‍💻 43% of jobs are for Software Engineers, but DevOps roles offer the best remote flexibility (56%) 🏠 Remote work paradox: 67% allow remote, but only 0.29% are truly location-independent Dive into the complete State of Kubernetes Job Market Q3 2025 report: https://lnkd.in/gfmuQWhe ⭐️ This report is brought to you by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person, or remote training. https://lnkd.in/ge4aYVZq

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☁️ "A good BYOC solution will support zero-access from the vendor accessing their raw data in their cloud under any circumstances." - Tom Wilkie, CTO of Grafana Labs It's essential to understand precisely what a company's BYOC offering entails and how it's implemented. Here's what you should know regarding sovereignty and privacy issues: https://lnkd.in/get-VCfY From Richard Speed at The Register.

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📈 We released DuckDB 1.4.0 today. This is our first LTS release that comes with one year of community support. 👉 The new release packs many new features for security, data lake support and productivity: swipe below for a quick summary. ⏱️ For a more complete list of performance optimizations, distribution improvements and new integrations, see the announcement blog post – link in the comments.

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ShareChat runs hundreds of Go services across thousands of cores. At #P99CONF, Paweł Obrępalski will break down two core components of Go’s runtime: the scheduler and garbage collector. You'll learn how they influence latency, throughput, and resource usage during this highly technical session. https://lnkd.in/ebDnC332 #ScyllaDB

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With Great Access Comes Great Responsibility! Access tokens are powerful - too powerful, if you don’t rein them in. Developer Advocate Andrea Chiarelli's deep dive into OAuth 2.0 explains how to keep those tokens on a tight leash using the Principle of Least Privilege. 👀 Learn how to: ✔️ Scope like a pro (no more scope=*) ✔️ Design granular permissions (e.g., orders:read, not just orders) ✔️ Validate tokens the right way, not just checking if they’re expired ‼️ Bonus: It includes a checklist you can actually use before you ship. 🔗 https://lnkd.in/e9Jacend

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Why does a Kubernetes namespace sometimes get stuck while deleting? When you delete a namespace, Kubernetes doesn’t delete it instantly. Instead, - It removes resources (pods, services, deployments, etc.) - It runs finalizers (small cleanup tasks before deletion) to make sure nothing breaks - It checks owner references & policies to decide what order things are deleted But if a finalizer doesn’t finish, the namespace gets stuck in Terminating. What you need to know: - Finalizers act like a lock until cleanup is done - Owner references decide which resources delete after the parent - Propagation policies control if children delete first, later, or stay behind To fix it: - Sometimes you need to manually patch/remove finalizers carefully. - Force deletion and re-creating the namespace works better 𝗗𝗲𝘁𝗮𝗶𝗹𝗲𝗱 𝗚𝘂𝗶𝗱𝗲: https://lnkd.in/gjzySRtW #kubernetes #devops

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What’s the real magic behind Java annotations? ☕ From Spring and Hibernate to Lombok, Dagger, Micronaut, and Quarkus, annotations have reshaped how we build Java applications, whether at runtime, compile-time, or even build-time. But how do these different approaches actually work under the hood? At Java Con, join Álvaro Sánchez-Mariscal Arnaiz, Principal Member of Technical Staff at Oracle Labs and Micronaut committer, for his talk, “Revealing the Magic Behind Java Annotations”. Álvaro will break down the techniques frameworks use to process annotations and show real examples of how this “magic” powers some of today’s most popular open-source projects. Catch Álvaro live at DevCon 2025, on November 5th–6th , at the NORD Events Center by Globalworth, Bucharest. 🔗 Tickets available now: https://lnkd.in/dd9hgJc

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Deno v2.4.5 has been shipped, with: 🔐 multiple `node:tls` fixes for popular DB drivers 💡 new `deno install` output 🚀 pull-based diagnostics in the LSP for faster feedback and many more 👉 https://lnkd.in/gYQQE2kj

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🚀 Discover the GitHub MCP Registry: A simpler way to bring Terraform into AI workflows GitHub’s new MCP Registry makes it easier than ever for developers to discover and add official MCP servers — including HashiCorp’s Terraform MCP server — directly into their workflows with a single click. The MCP Registry creates a trusted home for MCP servers, helping teams: ✅ Reduce friction ✅ Accelerate provisioning ✅ Build on an open, interoperable ecosystem 🔗 Learn more: https://bit.ly/4nb87s3

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🚧 From monolithic pain to microfrontend gain. At Druva, we faced the classic scale problem: → Slow builds → Complex test cycles → Coupled components that broke each other So, we built a multi-level microfrontend architecture — with shared utilities, reusable core components, and workload-specific UI layers. The result? ⚡️ 5x faster builds ✅ 50% boost in dev velocity 📦 Scalable code reuse across teams Curious how it all works? https://ow.ly/5iN050WAcMN

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Say hello to epic new powers with the F1 release! 🏎️🎬✨ 🐳 Docker, Inc and Kubernetes on-prem deployment for flexible scale 🔒 Isolated pipeline and block virtual environments - no more dependency conflicts 🦊 Deep GitLab integration for tighter CI/CD and better runs ⏱️ Restart jobs from the CLI with filters and automation 🟥 Redshift SUPER type plus synthetic data sources for easy testing 🔑 SSH-tunneled MySQL for secure, remote access 🛠️ Smarter workspace pod image handling to prevent missing image issues 🎨 Polished UI, cleaner errors, faster operations ‼️ And more! Catch the full release notes 👉 https://lnkd.in/gtyg4a73 #dataengineering #prolog #changelog #releasenotes #magepro #mageai

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Dependabot now supports vcpkg! 🎉 That means your C++ projects can automatically keep dependencies up to date, spot vulnerabilities, and reduce manual package management. With seamless PRs for updates and security fixes, you get safer, faster builds—no more dependency headaches. Learn more about it in this C++ Blog: https://msft.it/6048sesTM #cpp #DevOps

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