I know the problem because I've lived it. For 10+ years, I've built tools used by advertising teams at some of the world's biggest companies - Google, NBCU, HBO, HP, H&M, TUI. These tools often required me to maintain them because no one else had the context of how they were built.
I've seen firsthand how these tools break when someone else needs to use them, how they become unmaintainable over time, and how they create bottlenecks when only one person understands them. Now, with AI tools, this problem is exponentially bigger, more people can create tools, but still don't have the knowledge to maintain them long-term.
After 10+ years building tools pre-AI, plus extensive experience with modern AI coding assistants, I know exactly where they fall down and what needs doing to projects created by/with AI that non-technical users don't. I help take your vibe-coded prototype and make it safe, reliable, and ready for your entire team.
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