Case Study: Tusk streamlines AI test debugging with Helicone

Streamlining AI Debug Workflows with Helicone

The customer, Tusk, builds an AI platform that generates automated tests for engineering teams. Their challenge was the extreme difficulty in debugging failures within their complex, multi-step LLM chains used for test generation, a process that was time-consuming and inefficient. They turned to the vendor, Helicone, to implement a solution using its Sessions product.

By implementing Helicone Sessions, Tusk gained a hierarchical visualization of its LLM workflows, allowing engineers to quickly navigate and collapse sections to pinpoint the exact source of a failure. This solution from Helicone drastically reduced the time to debug issues from hours to seconds, enabled same-day resolution of customer problems, and saved an estimated one to two full engineering days per week.

Tusk

Jun Yu Tan

Founding Engineer