Hi, I'm Ammar Adam, an engineer in Kuala Lumpur.

I write about running ML systems, AI platforms and agents in production, and build open-source tools to test the ideas. Here you will find:

• Notes on agent tools, identity, observability and reliability, each backed by a diagram and its public sources.
• Projects such as mlops-toolbox and the Agent Gateway Playground, with live demos you can try in the browser.
• About me: my work and what I am building next.