@ceruleancloud

Why I built stressllm?

Mar 7 · 4 min read · A few weeks ago I wrote about building a multi agent system on my old personal laptop. You can read more about it here. This project failed miserably because of my hardware limitations. My hardware wa

Building a Multi Agent System to Track Real Madrid Matches Using AWS Strands and Ollama

Feb 24 · 5 min read · I like soccer and Real Madrid, but I’m not the diehard kind who can recite every fixture by heart. So naturally, I end up missing mid-week games and that usually end up to be the best matches. I wante

Three AWS MCP Servers you should use today

Dec 27, 2025 · 3 min read · In the rapidly evolving landscape of Generative AI, giving your LLM (Large Language Model) access to real-time data and specialized tools is the difference between a generic chatbot and a powerful AI assistant. AWS has embraced the Model Context Prot...

JARK Stack for Gen AI on Kubernetes

Jul 27, 2025 · 4 min read · You should have heard of LAMP, MEAN, MERN or even JAM stack. But what is this new JARK stack? Let’s unpack that. JARK stands for Jupyter, Argo, Ray, and Kubernetes. It can help teams launch gen‑AI pipelines in production-ready infrastructure. Let’s ...

Build an AI powered customer service voice agent on AWS

Mar 23, 2025 · 4 min read · A few weeks ago, I found myself in Vegas, trying to update a dinner reservation on a packed Saturday night. Calling the restaurant was useless—there was no chance of getting through. That got me thinking: how quickly could I spin up an AI-powered res...