{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Repo: databricks/scala-style-guide","description":"Databricks (DBRX) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d7b9e5f1-9c7a-4480-8de1-14994c001b8d","json_url":"https://onlylabs.fyi/signals/d7b9e5f1-9c7a-4480-8de1-14994c001b8d/signal.json","generated_at":"2026-06-11T04:07:13.115142+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/d7b9e5f1-9c7a-4480-8de1-14994c001b8d","signal_json":"https://onlylabs.fyi/signals/d7b9e5f1-9c7a-4480-8de1-14994c001b8d/signal.json","source":"https://github.com/databricks/scala-style-guide","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Databricks (DBRX) published databricks/scala-style-guide. 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This guide draws from our experience coaching and working with our engineering teams as well as the broader open source community. Code is __written once__ by its author, but __read and modified multiple times__ by lots of other engineers. As most bugs actually come from future modification of the code, we need to optimize our codebase for long-term, global readability and maintainability. The best way to achieve this is to write simple code. Scala is an incredibly powerful language that is capable of many paradigms. We have found that the following guidelines work well for us on projects with high velocity. 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