The Problem: Context Amnesia Across AI Agents I work with multiple AI agents every day — Cursor IDE, OpenAI Responses API, ChatGPT or OpenClaw. On top of that, I juggle dozens of repositories spanning CDK infrastructure, Rust libraries, Python…

Learnings Try to have complex flows solely solved by the agent. And then write deterministic code. speed. Introduction Building production-ready AI agents requires more than just a prompt and an LLM. You need infrastructure for state management, tool…

Recently AWS announced the end of support for X-Ray SDK and daemon. So they are recommending Before February 25th, 2027 we recommend that you migrate to OpenTelemetry solutions for instrumenting your application and sending traces to AWS X-Ray source…

created a podcast listening to a lot podcast so why not do one by myself I want to help engineers finding a job I want to discuss exciting topics like combining a religious live with engineering Conclusion ... Bonus - AB Picturer . Did you notice the…

It is getting cold in Germany. So just better reasons to stay inside and build cool Cloud stuff :)! If you like my content follow me on my usual spots to hang around: https://twitter.com/MartinMueller_ https://www.linkedin.com/in/martinmueller8…

Last week newsletter didn't appeared as I needed to relax a bit. In this weekly newsletter, I write a summary of posts that got my attention during the week. I center around topics AWS, DevOps, Architecture, AWS CDK, Serverless, Data Engineering…

In this weekly newsletter, I write a summary of posts that got my attention during the week. I center around topics AWS, DevOps, Architecture, AWS CDK, Data Engineering, Data Analytics and much more. If you like my content follow me on my usual spots…