CCCerulean Cloudinblog.ceruleancloud.caยทMar 31 ยท 12 min readOptimizing AWS Costs: NAT Gateways, S3 Storage Classes, and EBS Lifecycle ManagementMost 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 00
CCCerulean Cloudinblog.ceruleancloud.caยทMar 29 ยท 6 min readWhen to Use ECS vs EKS vs Lambda: A Decision FrameworkYou'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 choice00
CCCerulean Cloudinblog.ceruleancloud.caยทMar 7 ยท 4 min readWhy I built stressllm?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 wa00
CCCerulean Cloudinblog.ceruleancloud.caยทFeb 24 ยท 5 min readBuilding a Multi Agent System to Track Real Madrid Matches Using AWS Strands and OllamaI like soccer and Real Madrid, but Iโm 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 wante00
CCCerulean Cloudinblog.ceruleancloud.caยทDec 27, 2025 ยท 3 min readThree AWS MCP Servers you should use todayIn 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...00