**Verse 1** Clusters in the dark, a thousand GPUs hum Pipelines feeding models, so much that could go wrong Somewhere in the artifacts, the weights are what we keep I build the walls around them while the whole thing runs deep **Pre-Chorus** Not a report that sits there on a shelf I ship the control and I run it myself **Chorus** I secure how the model's built, trained, and sung Pipelines, supply chain, the whole stack, every rung Guardrails on the inputs, on the outputs, on the tools Production code, not scripts, built to hold the rules Red-team my own systems, break it first, then fix it right Secure by default, so the whole team ships tonight **Verse 2** Researchers moving fast, I don't slow the flow I make the safe way easy, so the secure path's the one they know Product's got a feature, I threat model it before launch Shared controls in place, so nobody has to ask **Pre-Chorus** Not a report that sits there on a shelf I ship the control and I run it myself **Chorus** I secure how the model's built, trained, and sung Pipelines, supply chain, the whole stack, every rung Guardrails on the inputs, on the outputs, on the tools Production code, not scripts, built to hold the rules Red-team my own systems, break it first, then fix it right Secure by default, so the whole team ships tonight **Bridge** OWASP, ATLAS, the attack vectors new Kubernetes, IAM, segmentation too Eight years deep, but the map's still being drawn I set the direction, and I keep it moving on **Outro** Guarding the weights, quiet and sure So millions of creators can feel secure That's the job: unseen, but always on Keeping the music safe, from dusk to dawn
