Mariana Ríos showed up with a half-finished remittances bot and an uncomfortable question: how do I know my contract does what I say it does? That question led to her first complete security audit, done in the open.

Over two weeks she reviewed the contract line by line, documented every assumption, and published her findings publicly. It was not a theoretical exercise: she found a reentrancy bug that would have drained the liquidity pool on the very first real transaction.

What set her work apart was not the tooling but the method: review in public, leave a verifiable record of every decision, and invite peer review. That is the standard we want to make normal in the community.