Uploaded August 2026 | Updated September 2026, 3 hours ago

---

Joe Fioti explains how the Luminal compiler brings megakernels into production inference alongside traditional kernel graphs, including persistent work queues, symbolic dependency tracking, sub-graph megakernels, and compiler search that chooses the best execution strategy.