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How I build AI systems that actually run your business.

Weekly build notes showing how I build AI systems for founders and enterprises, the experiments that worked, and the ones that quietly died. One email a week.

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What you get

  • How I build AI systems that my co-founder Virgil uses to scale clients' info-product businessesBuilding of a brain, a content writer, a daily pulse, a researcher, and end-to-end funnels.
  • The experiments that worked, and the ones that failed, with what I learned
  • The systems, skills, and workflows I use, step by step

Most AI content is theory. This is the build.

Every week I am building real agentic systems, for my partner Virgil, our team and for clients. This newsletter is where I show how I build them, the actual work. What I tried, what broke, what I shipped, and how you can use the same approach.

One build story a week from someone who has shipped software for 26 years and supports apps with 4M+ active users.

If you are building with AI and want it to run like a system you can trust, this is for you.

Who I am

I am Vinod. Twenty-six years building software for Lego, Microsoft, 7-Eleven, Wyndham, and hospitals. My teams support apps with 4M+ active users. I came back to code at 52, after 12 years in management, and now I build agentic systems for founders and enterprises.

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