Researching. Building. Explaining.
Then I share what works, what breaks, and what is worth your time—across AI, automation, and developer tools.
Featured essay
Our everyday questions, experiments and unfinished thoughts may already contain the stories we should be telling. Category: Practical AI Systems | Estimated reading time: 6 minutes For a…
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Models, orchestration, voice workflows, and useful experiments.
02Workflows that reduce friction without hiding the trade-offs.
03Self-hosting, infrastructure, privacy, and maintainable tools.
04Implementation lessons, frameworks, and practical code.
Recent writing
Genkit and LangGraph overlap, but they solve different layers of an AI application. The better choice depends on whether the difficult problem is building the AI capability or controlling a stateful process over time.
For a long time I was searching for a good notetaking app. Handy, something like Notion, I loved the databases, Views and Writing Assistance features in it. But…
I used to wonder about people who respond instantly. You ask them something — they reply immediately with clear statements, without fluff. No awkward pause. No “umm.” No…
With over 221k start on github, openclaw has skyrocketed to write a well deserved success story. It has the idea, it addresses the pain points, it showcases the…
Welcome to my new music series! I’m so excited to share this journey of music through a Biblical lens with you. I invite you to explore music with…
About the writer
I am a software engineer, technical leader, and persistent explorer of practical AI. This is where I document what I build, what breaks, and what I learn.