When people hear "multi-stage AI pipeline," they picture a complex distributed system, agents negotiating, passing messages, handing off control in an elaborate choreography. That's not what we built.
At the heart of our RCA system is a single Python orchestrator. One conductor, not a committee. It calls functions in sequence, passes data from one stage to the next, and keeps the entire process legible and debuggable. No hidden state, no black-box handoffs.
In Part 4, we pull back the curtain on the orchestration layer, how it's structured, why simplicity was a deliberate choice, and what that means for reliability in production environments.
Download Part 4 to see how a single Python controller drives the entire RCA process.
