My work spans product direction and development priorities, Python implementation, the command-line experience and the public interface used to explore the results. I manage the product as well as building it: defining scope, shaping the developer workflow and keeping its explanations aligned with what the tool does. I paired that work with a JavaScript website, an illustrated identity, a garnet palette and a tabbed replay interface so developers can move from a clear explanation to the evidence behind a finding.