Databricks Community

I hope this helps for those who are trying to keep LLM costs under control on batch workloads. I have been looking at ai_decide (Beta) as a router rather than as a classifier, and it fits that job well. Sharing the pattern and the open questions, sin...

A pattern that shows up repeatedly when people move a working Structured Streaming pipeline from "runs fine in a workspace notebook" to "runs in CI via Databricks Connect against serverless" is a ModuleNotFoundError that only appears in the second co...

A pattern that shows up repeatedly when people move a working Structured Streaming pipeline from "runs fine in a workspace notebook" to "runs in CI via Databricks Connect against serverless" is a ModuleNotFoundError that only appears in the second co...

When teams scale their Databricks Asset Bundles (DABs) adoption, one of the first infrastructure questions that comes up is: should we keep all our bundles in a single monorepo, or split them across dedicated repos per domain? Having run both models ...

How We Got HereWe started looking at the GLM-5.2 topic after Databricks released their benchmark comparing GLM-5.2 on PI against other models on other coding agents. What really attracted us was how far the gap has closed between open-weight models a...