About this site

I've spent my career across finance and tech — credit risk at Goldman Sachs and Capital One, fraud detection at a startup in Latin America, content strategy and data science at a major tech company, loss forecasting at SoFi. The common thread: the metric stops measuring what you think it's measuring, and nobody notices until something breaks.

Now I'm watching it happen at machine speed with AI-generated code. Green tests that prove nothing. Confident agents that ship dead code. Proxies optimized into meaninglessness.

I'm building tools to fix that. This blog is about the problem.

All opinions are my own. This is a personal blog and is not affiliated with any employer, past or present.