At Gradient Labs, we wanted to add voice to our AI support agent. We chose Temporal for consistency with our chat code, debuggability, and cross-deployment communication. We ran LLMs in parallel, but starting off lots of work at the same time was relatively slow. Speed is critical with a voice agent, so we traded resilience for speed - without AI engineers changing a line of code.