Marc Nuri
@marcnuri.com
I ❤️ FOSS Working on @jkubeio & @fabric8io blog.marcnuri.com github.com/manusa
🚀 Eclipse JKube 1.20.0 is out! ✨ Jetty 12 is now the default webapp server ✨ Explicit JDK selection via jkube.java.version ✨ Fine-grained imagePullPolicy control 🐛 Bug fixes & minor improvements 📖 blog.marcnuri.com/eclipse-jkub...
Eclipse JKube 1.20 is now available! - Marc Nuri
Eclipse JKube 1.20 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
Every framework ranks AI coding tools by how autonomous they are. The axis nobody names is what each is built around: project, agent, or you. At professional grade, the person-centric corner is still empty. blog.marcnuri.com/project-agen...
Project, Agent, Person: The Missing Axis of AI Coding Tools - Marc Nuri
Everyone ranks AI coding tools by how autonomous they are. The axis that predicts the gaps is what they're built around: the project, the agent, or you.
blog.marcnuri.com
🚀 Fabric8 Kubernetes Client 7.8.0 is out! ✨ Shard selectors for list/watch/informers ✨ Opt-in Vert.x TLS warm-up ✨ CRD generator @JsonClassDescription 📖 blog.marcnuri.com/fabric8-kube...
Fabric8 Kubernetes Client 7.8 is now available! - Marc Nuri
Fabric8 Kubernetes Client 7.8 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
This Thursday in Valencia 🦇 AI coding agents don't make every codebase faster. They amplify the one you already have. I'll show what makes a Java project actually AI-ready, live at Valencia JUG. 🗓️ Thu 18 Jun, 18:30 📍 Xplore Group Fresh off DevTalks Romania. RSVP link below 👇
🎉 Fabric8 Kubernetes Client 7.7.0 is out! ✨ Kubernetes 1.36 (Haru) ✨ Server-side Table & PartialObjectMetadata ✨ isSameResource + expanded subresource() 🐛 Leader-election, informer & exec WebSocket fixes 📖 blog.marcnuri.com/fabric8-kube...
Fabric8 Kubernetes Client 7.7 is now available! - Marc Nuri
Fabric8 Kubernetes Client 7.7 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
What AI coding agents are missing isn't capability. It's discipline. Superpowers ships TDD, debugging, planning, and verification as a folder of markdown files. Same folder runs on six AI agent runtimes. blog.marcnuri.com/superpowers-...
Superpowers: The Claude Code Skills Framework Shipped as Markdown - Marc Nuri
Superpowers is the Claude Code skills framework that ships TDD, planning, debugging, and verification as markdown across six AI coding agents.
blog.marcnuri.com
Steve Yegge's 8 levels of AI-assisted development have a very large missing rung between "juggling 10 agents by hand" and "build your own orchestrator". I wrote up the five rungs I think are there, from my own climb so far. blog.marcnuri.com/missing-leve...
The Missing Levels of AI-Assisted Development: From Agent Chaos to Orchestration - Marc Nuri
Steve Yegge's 8 levels of AI-assisted development skip the hardest climb: the five missing rungs between juggling coding agents and your own orchestrator.
blog.marcnuri.com
I've been promoted to Senior Principal Software Engineer at Red Hat. Built the Kubernetes MCP Server, went all-in on AI-assisted dev, kept maintaining Fabric8 + JKube. The most intense period of my career. blog.marcnuri.com/promoted-senior-principal-software-engineer-red-hat
Promoted to Senior Principal Software Engineer at Red Hat - Marc Nuri
Promoted to Senior Principal Software Engineer at Red Hat. Reflections on the Kubernetes MCP Server, AI-assisted development, and the people behind it.
blog.marcnuri.com
Fabric8 Kubernetes Client 7.6.0 is out! 🎉 ✨ Kubernetes 1.35 (Timbernetes) support ✨ New Vert.x 5 HTTP client implementation ✨ OkHttp upgraded to 5.3.2 🐛 TLS, timeout & type erasure fixes 📖 blog.marcnuri.com/fabric8-kube...
Fabric8 Kubernetes Client 7.6 is now available! - Marc Nuri
Fabric8 Kubernetes Client 7.6 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
The hardest part of running 5-10 AI coding agents in parallel isn't the AI. It's remembering what's running where. Wrote the full deep dive on the dashboard I built to fix it: blog.marcnuri.com/ai-coding-ag...
AI Coding Agent Dashboard: Orchestrating Claude Code Across Devices - Marc Nuri
Learn how I built a real-time dashboard to monitor and orchestrate multiple AI coding agents running in parallel across projects and devices.
blog.marcnuri.com
Last week I shared a dashboard for managing multiple AI coding agents. This week it got the upgrade I've wanted the most: remote session spawning. I can now launch new Claude Code sessions from any browser, even my phone. 🧵👇
I've been running multiple AI coding agents in parallel across different machines. The problem: it's chaos. I'd forget about sessions and recover them days later. So I built a dashboard to fix it. Quick demo 🧵👇
🚀 New release alert! Eclipse JKube v1.19.0 is out! 🔥 ✨ Improved Spring Boot health probes configuration ✨ ECR auth with AWS SDK v2 🐛 Bug fixes & minor improvements 👉 Check my blog post here:
Eclipse JKube 1.19 is now available! - Marc Nuri
Eclipse JKube 1.19 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
My 2025 Year in Review is live: The Year of AI. A look back at the projects, shifts, and highlights of the year. 👉
2025 Year in Review: The Year of AI - Marc Nuri
Personal reflections on 2025, my sixth year as a Red Hatter, and the year AI transformed my developer workflow.
blog.marcnuri.com
My JBang guide was stuck in 2020. Spent the weekend rewriting it from scratch. Now covers dependency management, native images, Quarkus/Camel integration, and CI/CD workflows. blog.marcnuri.com/jbang-introd... #Java #JBang
What is JBang? The Complete Guide to Java Scripting - Marc Nuri
Learn what JBang is and how it transforms Java into a scripting language. Complete guide with installation, dependencies, native images, and examples.
blog.marcnuri.com
Used the holiday break to triple my NAS storage. The beauty of RAID 1: no downtime, no data loss, just patience. 💾 5.4TB → 14.5TB usable. 📝 Step-by-step guide: blog.marcnuri.com/synology-nas...
Synology DS224+: How to upgrade hard drives in RAID 1 - Marc Nuri
Step-by-step guide to upgrade hard drives on a Synology DS224+ NAS configured with RAID 1, increasing storage capacity without data loss.
blog.marcnuri.com
Fabric8 Kubernetes Client 7.5.0 is out! 🎉 ✨ Kubernetes 1.34 & OpenShift 4.20 support ✨ Streaming lists with Watchable.streamingList() ✨ @SchemaCustomizer for CRD generation 🐛 Leader election & WebSocket fixes 📖 blog.marcnuri.com/fabric8-kube...
Fabric8 Kubernetes Client 7.5 is now available! - Marc Nuri
Fabric8 Kubernetes Client 7.5 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
I went all-in on AI-assisted development this year. Not autocomplete. Not faster typing. Asynchronous AI agents working in parallel. The result: 2× daily GitHub contributions and a fundamental shift from coding to orchestration. blog.marcnuri.com/boosting-dev...
Boosting My Developer Productivity with AI in 2025 - Marc Nuri
How I restructured my software development workflow with asynchronous AI coding agents to dramatically boost developer productivity in 2025.
blog.marcnuri.com
As AI coding tools become more common, I've been thinking about testing strategies. Blackbox (focusing on behavior) vs whitebox testing (focusing on implementation) hits differently when working with AI assistants that suggest optimizations regularly. blog.marcnuri.com/blackbox-whi...
Black Box vs White Box Testing: When to Use Each Approach - Marc Nuri
Discover key differences between blackbox and whitebox testing, and why blackbox should be your default for robust, maintainable test suites.
blog.marcnuri.com
🚀 Dynamic Tool Selection is coming to ai-cli! Too many tools overwhelm LLMs, especially smaller ones with tiny context windows. In ai-cli the LLM can enable MCP servers automatically based on the user's prompt 🔥 🎥 www.youtube.com/watch?v=892d... #AI #MCP #LLM
Solving the too many tools problem in ai-cli with Dynamic Tool Selection
In this demo, I’ll show you how we're solving the too many tools problem in ai-cli: https://github.com/manusa/ai-cli When you provide too many tools to an LLM, it becomes confused and is not able to…
youtube.com
🎉 Fabric8 Kubernetes Client 7.4.0 is here! ✅ Enhanced testing with mock client improvements ✅ Better informer & watch stability ✅ CRD generation with @Annotations support Get it from Maven Central! #Kubernetes #Java #OpenSource 📖 blog.marcnuri.com/fabric8-kube...
Fabric8 Kubernetes Client 7.4 is now available! - Marc Nuri
Fabric8 Kubernetes Client 7.4 is available! Check out the major changes and learn how you can contribute.
blog.marcnuri.com
🚨 Big news! The Kubernetes MCP Server has joined the GitHub Containers organization! It’s a big step toward open, community-driven innovation for AI Kubernetes tooling. 📖 Read the announcement: blog.marcnuri.com/kubernetes-m... #Kubernetes #MCP #LLM #DevTools #OpenSource #Containers
Kubernetes MCP Server Joins the Containers Organization! - Marc Nuri
The Kubernetes MCP Server GitHub repository has moved to the Containers organization.
blog.marcnuri.com
🚨 Just dropped the recording of my @devbcn.bsky.social talk: “Model Context Protocol Servers 101: Unlocking the Power of AI” 🧠 What is MCP? ⚡️ How to build an MCP server 🔐 Challenges & tips 🏆 Voted one of the most original talks! 📺 Watch now: youtu.be/7Tpz5dG5k_w?...
Next Wednesday at #DevBcn I’m distilling months of work into 40 minutes: Model Context Protocol Servers 101: Unlocking the Power of AI 🧠 What is MCP 🔧 How to build a server 💡 Real-world lessons from Kubernetes + Podman MCP servers 🕥 10:25am — Not recorded!
It seems the future of agentic platforms will be more deterministic by leveraging traditional automation techniques. In this case Claude Code is adding support for lifecycle hooks, which allow you to write shell commands to ensure certain actions always happen. docs.anthropic.com/en/docs/clau...
Just updated my MCP intro post to reflect the latest version of the protocol. MCP is moving fast, and I’m keeping the article fresh to help folks stay current. Great starting point if you’re curious about how AI agents gain context. 🔗 blog.marcnuri.com/model-contex... #MCP #AI #LLM #OpenSource
Introduction to the Model Context Protocol (MCP): The Future of AI Integration - Marc Nuri
Discover the Model Context Protocol (MCP), an open standard revolutionizing how AI systems interact with external data and tools.
blog.marcnuri.com
MCP = Model Context Protocol. @marcnuri.com (Red Hat) introduces how to turn LLMs into agents — with real server implementations in Java, Go, and JS. Catch it at #devbcn25 → buff.ly/nJ4atwl #AI #MCP #CloudNative
🧪 We ran an experiment using SonarQube’s AI CodeFix on Eclipse JKube. ✅ Some issues were fixed impressively well ⚠️ Others showed that dev oversight is still essential 🤖 Overall? It’s a promising AI assistant for Java devs! Check out article from @vilojona.bsky.social : 🔗 dev.to/jonathanvila...
Diving Deep into SonarQube's AI CodeFix: A Hands-On Experiment with Eclipse JKube
SonarQube has long been a staple in a Java developer's toolkit for maintaining code quality. With the...
dev.to
Ready to see if #AI can really fix your #Java code? 🤔 We put @sonarqube.bsky.social 's new AI CodeFix feature to the test using the open-source #Eclipse #jkube project! 🛠️ @marcnuri.com 🤓 Discover it in this 📖#article dev.to/jonathanvila... #DevLife #CodeQuality @sonarsource.bsky.social
