AI Developer & Independent ReviewerBuilding and testing AI tools — honestly

Who I Am

8 years building cloud infrastructure and microservices at scale. I built 9 production AI systems with Claude Code — crypto trading agents, LinkedIn automation, dropshipping tools, image generators. I know what production AI looks like when it works. And when it doesn't.

What I Do Now

I test AI repos. Every week I clone a repository that makes a bold claim, follow the README exactly, and publish the honest results. Does it actually work? I find out so you don't have to. No hype. No agenda. Just evidence. Published at repoverifier.dev

Why Trust These Reviews

Because I've built the systems these tools claim to improve. When a repo says "replaces your DevOps team" or "production ready out of the box" — I know what production actually means. The 9 builds documented on this site are the credential behind every review.