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...
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...
Well, I'm kind of addicted to software development/coding.
If it's not work, it's some side-project or open source project I maintain on my free time. But there's always something on my mind.
On my free time I usually do sports, go out with friends, family...while others check social media I code :)
I added more features!
bsky.app/profile/marc...
Previous video: www.youtube.com/watch?v=CY70...
Curious what you'd add next — what feature would make this even more useful?
If you're running several coding agents in parallel, a dashboard like this becomes essential.
Full demo: www.youtube.com/watch?v=Czen...
Two more upgrades this week:
• PR-aware sessions — each session card now shows the linked pull request
• Smoother terminal scrolling — rebuilt the scroll pipeline for trackpads and touch
Small details, but they add up fast when you're orchestrating multiple agents.
Here's the workflow:
• Tap "spawn" on any device group
• Pick a project
• A terminal opens on that machine with a fresh Claude Code session, ready to work
I can trigger this while commuting and review the results when I sit down.
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.
🧵👇
This is (still) part of my personal automation platform, it's not publicly available.
If there's enough interest I'll try to extract it into a separate open source project so that others can reuse it or self host it.
Not yet, this is part of my personal automation system (for the moment).
If there's peopler interested, for sure, externalizing to its own free open source project is something that may happen.
This reflects how I think software engineering is evolving.
We're becoming orchestrators: providing guidance, making design decisions, reviewing output—while agents handle implementation in parallel.
Full demo: www.youtube.com/watch?v=CY70...
The killer feature: remote terminal access.
I can connect to any session from my browser and interact with it—even if I'm away from the machine running the agent.
WebSocket-based, works anywhere.
The dashboard shows all my Claude Code sessions in real-time:
• Which device and project
• Current status (working, idle, needs my input)
• Context usage and tokens
• Git branch and model info
No more guessing what's happening where.
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:
My 2025 Year in Review is live: The Year of AI.
A look back at the projects, shifts, and highlights of the year.
👉
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
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...
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...
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...
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...
🚀 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
🎉 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...
🚨 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
🚨 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!
Hooks provide deterministic control over Claude Code’s behavior, ensuring certain actions always happen rather than relying on the LLM to choose to run them.
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...
