Line of Defense | Software Engineer, Trust & Safety @ Suno

**Verse 1** Millions of creators, trusting us with their sound Somewhere in the pipeline, something's circling around Bots and fraud and faces that aren't really there I build the system watching, catching, aware **Pre-Chorus** Not after it happens, not just cleanup crew I'm in the pipeline, building something new **Chorus** I'm the line of defense between the dark and the light Pipelines, dashboards, data day and night Fraud, impersonation, abuse hiding in the queue I build the thing that finds it before it gets through Python and Snowflake, Dagster running clean Real-time systems catching what the human eye might miss **Verse 2** New pattern in the data, something I haven't seen I dig into the anomaly, find out what it means Tools for the investigators, dashboards built with care Legal, product, data science — we handle it together, aware **Pre-Chorus** Not after it happens, not just cleanup crew I'm in the pipeline, building something new **Chorus** I'm the line of defense between the dark and the light Pipelines, dashboards, data day and night Fraud, impersonation, abuse hiding in the queue I build the thing that finds it before it gets through Python and Snowflake, Dagster running clean Real-time systems catching what the human eye might miss **Bridge** Three years deep in the patterns bad actors make Five years building systems that don't break Event by event, signal by signal, traced A platform people trust with their creative space **Outro** Line of defense, quiet, built to hold Somewhere a song gets made because the system's bold That's the job — unseen, but always there Keeping the music safe, keeping it fair