# Databricks Community discussions Platform-focused threads from the Databricks Community discussion boards, filtered and accumulated. This page stores thread titles and links only. A thread can contain incomplete or incorrect advice; verify technical claims against official documentation. Sources: - Administration & Architecture — - Data Engineering — - Data Governance — - Generative AI — - Machine Learning — - Warehousing & Analytics — ## Added 2026-08-21 - **[Power BI dashboards using Direct Lake](https://community.databricks.com/t5/data-engineering/power-bi-dashboards-using-direct-lake/m-p/166167#M55537)** — Data Engineering · Aug 21, 2026 - **[Questions about "Store OpenTelemetry traces in Unity Catalog"](https://community.databricks.com/t5/generative-ai/questions-about-quot-store-opentelemetry-traces-in-unity-catalog/m-p/166096#M2015)** — Generative AI · Aug 20, 2026 - **[Using autoloader with multiple object types in load path](https://community.databricks.com/t5/data-engineering/using-autoloader-with-multiple-object-types-in-load-path/m-p/166090#M55527)** — Data Engineering · Aug 20, 2026 - **[Streaming Doesn't Mean Your Compute Needs to Run Forever](https://community.databricks.com/t5/data-engineering/streaming-doesn-t-mean-your-compute-needs-to-run-forever/m-p/166077#M55524)** — Data Engineering · Aug 20, 2026 - **[Bedrock and Genie](https://community.databricks.com/t5/generative-ai/bedrock-and-genie/m-p/166000#M2014)** — Generative AI · Aug 19, 2026 - **[Microsoft Fabric One and Databricks Unity Catalog — Bidirectional Access Without Data Movement](https://community.databricks.com/t5/administration-architecture/microsoft-fabric-one-and-databricks-unity-catalog-bidirectional/m-p/165986#M5529)** — Administration & Architecture · Aug 19, 2026 - **[Databricks delta tables and Iceberg](https://community.databricks.com/t5/data-engineering/databricks-delta-tables-and-iceberg/m-p/165970#M55508)** — Data Engineering · Aug 19, 2026 - **[how to enable column level lineage in databricks](https://community.databricks.com/t5/data-engineering/how-to-enable-column-level-lineage-in-databricks/m-p/165923#M55499)** — Data Engineering · Aug 18, 2026 - **[Account Console environment for demonstrating workspace management capabilities to clients ?](https://community.databricks.com/t5/administration-architecture/account-console-environment-for-demonstrating-workspace/m-p/165867#M5526)** — Administration & Architecture · Aug 18, 2026 - **[Azure Databricks Serverless Compute Unable to Connect to Azure SQL MI Using Failover Group FQDN via](https://community.databricks.com/t5/administration-architecture/azure-databricks-serverless-compute-unable-to-connect-to-azure/m-p/165820#M5524)** — Administration & Architecture · Aug 17, 2026 - **[Databricks streamlit app with write back capability and audit trail display](https://community.databricks.com/t5/warehousing-analytics/databricks-streamlit-app-with-write-back-capability-and-audit/m-p/165538#M2687)** — Warehousing & Analytics · Aug 12, 2026 - **[Unity Catalog Metric Views to be accessible to Custom Apps outside of DBX environment](https://community.databricks.com/t5/administration-architecture/unity-catalog-metric-views-to-be-accessible-to-custom-apps/m-p/165520#M5511)** — Administration & Architecture · Aug 12, 2026 - **[Unity Catalog in Microsoft Azure Government](https://community.databricks.com/t5/administration-architecture/unity-catalog-in-microsoft-azure-government/m-p/165110#M5505)** — Administration & Architecture · Aug 07, 2026 - **[Genie LLM audit](https://community.databricks.com/t5/data-governance/genie-llm-audit/m-p/164869#M2941)** — Data Governance · Aug 04, 2026 - **[Genie task running for over 20 hours.](https://community.databricks.com/t5/generative-ai/genie-task-running-for-over-20-hours/m-p/164474#M1989)** — Generative AI · Jul 30, 2026 - **[Billing structure and LLM usage costs for no-code agents](https://community.databricks.com/t5/generative-ai/billing-structure-and-llm-usage-costs-for-no-code-agents/m-p/164458#M1982)** — Generative AI · Jul 30, 2026 - **[Can I connect Fabric Data Agent With Databricks Genie One as external connection](https://community.databricks.com/t5/data-governance/can-i-connect-fabric-data-agent-with-databricks-genie-one-as/m-p/164191#M2929)** — Data Governance · Jul 27, 2026 - **[Enterprise Unity Catalog RBAC model in Databricks](https://community.databricks.com/t5/data-governance/enterprise-unity-catalog-rbac-model-in-databricks/m-p/164164#M2928)** — Data Governance · Jul 27, 2026 - **[Does user_identity in system.access.audit reflect the actual logged-in user for Service-Principal-mo](https://community.databricks.com/t5/data-governance/does-user-identity-in-system-access-audit-reflect-the-actual/m-p/164127#M2924)** — Data Governance · Jul 27, 2026 - **['Schedules' feature in Genie One](https://community.databricks.com/t5/generative-ai/schedules-feature-in-genie-one/m-p/163954#M1967)** — Generative AI · Jul 24, 2026 - **[UI sends empty managed_identity_id, breaks storage credential creation with system-assigned Access](https://community.databricks.com/t5/data-governance/ui-sends-empty-managed-identity-id-breaks-storage-credential/m-p/163748#M2911)** — Data Governance · Jul 22, 2026 - **[Genie One – Unable to Extract Usage Details](https://community.databricks.com/t5/warehousing-analytics/genie-one-unable-to-extract-usage-details/m-p/162892#M2643)** — Warehousing & Analytics · Jul 14, 2026 - **[Can't select Serverless GPU on notebooks](https://community.databricks.com/t5/machine-learning/can-t-select-serverless-gpu-on-notebooks/m-p/162334#M4648)** — Machine Learning · Jul 09, 2026 - **[Dashboard Creation Requiring Workspace Access Entitlement?](https://community.databricks.com/t5/warehousing-analytics/dashboard-creation-requiring-workspace-access-entitlement/m-p/162286#M2635)** — Warehousing & Analytics · Jul 08, 2026 - **[Serverless ML](https://community.databricks.com/t5/machine-learning/serverless-ml/m-p/160377#M4632)** — Machine Learning · Jun 24, 2026 - **[Can Databricks Jobs Run on Kubernetes Clusters?](https://community.databricks.com/t5/machine-learning/can-databricks-jobs-run-on-kubernetes-clusters/m-p/160241#M4628)** — Machine Learning · Jun 23, 2026 - **[Network time-out](https://community.databricks.com/t5/warehousing-analytics/network-time-out/m-p/160076#M2625)** — Warehousing & Analytics · Jun 22, 2026