Databricks' demo compresses an agent prompt into a live app in minutes, exposing how their platform fuses LLM orchestration, data governance, and serverless compute. The real value is slashing prototype-to-production time for internal tools, but it locks teams deeper into the lakehouse. If your stack already centers on Databricks, this workflow delivers clear ROI; otherwise, the migration tax could erase the speed gains. Worth testing on a contained use case first. Have you shipped an agent this way yet, or are you still gluing APIs manually? Full video link https://youtu.be/DsjoPT3cP-g