How to build a multi-region Azure platform in 13 hours using Agentic InfraOps
TL;DR A mid-sized e-commerce company needed a production-ready, multi-region web platform deployed on Azure, and they needed it fast. Their infra team was at capacity, and the deadline was two weeks. Using Agentic InfraOps, I handed the job to AI agents: from requirements gathering to Bicep deployment and validation. The result: fully documented, compliant infrastructure built in 13 hours, […]
What Happened When I Put the Promise of MCP to the Test of Real Life?
The Truth Behind The Hype Everyone is talking about Model Context Protocol (MCP). The promise – let models talk directly to systems instead of building endless glue code. I wanted to see how it can solve several existing challenges, both internally and for our customers. So, I ran two real-world projects: Both solutions moved beyond […]
Prompt Guidance for Anthropic Claude and AWS Titan on AWS Bedrock
When working with advanced AI models like Anthropic’s Claude and AWS Titan, precise communication is key. Both models require specific prompting techniques to maximize their potential. For Claude, clear instructions, structured prompts, and role assignments lead to better accuracy and responsiveness. On the other hand, AWS Titan thrives on concise, well-defined requests and delivers streamlined […]
