@ceruleancloud

Optimizing AWS Costs: NAT Gateways, S3 Storage Classes, and EBS Lifecycle Management

3d ago · 12 min read · Most AWS environments carry somewhere between 20% and 35% in avoidable spend. This is not a controversial claim. Industry reports from Flexera and Gartner have consistently placed cloud waste in that

When to Use ECS vs EKS vs Lambda: A Decision Framework

5d ago · 6 min read · You're building on AWS. You know your workload needs compute. And now you're staring at three options. ECS, EKS, and Lambda. Each with its own ecosystem of blog posts telling you it's the right choice

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...