AAritra Chakraborty·Oct 26Databricks Lakehouse Platform for Real-Time, Agentic Data and AI WorkloadsFederation, Lakeflow, Unity Catalog, Lakebase, AI Search and agents on one governed platform, with real-time patterns and limits.4 min read·aidatalegends.hashnode.dev
AAritra Chakraborty·Oct 26Databricks Runtime Introduces NEAREST BY: Native SQL Vector Search at ScaleBatch vector search in SQL with a fused Photon GEMM operator and IVF indexes in Delta tables: how it works and when to use it.4 min read·aidatalegends.hashnode.dev
GGeorge Ezejiofor·Oct 16Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)40 min read·georgeezejiofor.com312YBN
MMetrica Software·Sep 4Change Data Capture for Enterprise BI: How CDC Reduces Pipeline RiskChange data capture gives enterprise BI pipelines a precise record of inserts, updates, and deletes without repeatedly copying every source row. That changes the failure surface. A nightly full load c11 min read·metrica.hashnode.dev
PPranjal Verma·Aug 23Apache Iceberg Won the Format War - So Why Are We Rebuilding the Moat?The format battle is settled. The new lock-in lives in catalogs, credentials, and policies your table format can't see.7 min read·blog.pvcodes.in2
PPranjal Verma·Aug 23Apache Iceberg: The Backbone of the Modern Open LakehouseHow snapshots, REST catalogs, and a disciplined maintenance pipeline turn raw object storage into an operable multi-engine lakehouse6 min read·blog.pvcodes.in
PPranjal Verma·Aug 9Unstructured data becomes a first-class citizen: Databricks FILE type and the multimodal lakehouseDatabricks FILE type turns documents, images, and video into governed, AI-ready lakehouse columns. How EXTERNAL vs MANAGED work, and why it matters.8 min read·blog.pvcodes.in
MMyData Insights·Aug 7Lakehouse vs Data Lake: Governance and Security Differences Every Enterprise Should Know Data Lake vs Data Lakehouse compared on governance and security — metadata, lineage, RBAC, row-level security and compliance, on.7 min read·mydatainsights-blogs.hashnode.dev
MManu Shukla·Aug 2Zero-ETL Lakehouse in 2026: Should You Unify OLTP and Analytics on Databricks LTAP or Snowflake Postgres?Zero-ETL lakehouse in 2026: should you unify OLTP and analytics on Databricks LTAP or Snowflake Postgres? Summary. On June 16, 2026, Databricks launched LTAP (Lake Transactional/Analytical Processing)14 min read·ecorpit.hashnode.dev
MManu Shukla·Aug 2Apache Iceberg vs Delta Lake in 2026: choosing the open table format for your lakehouseApache Iceberg vs Delta Lake in 2026: choosing the open table format for your lakehouse Summary. The table format is the one lakehouse decision that is hard to reverse, and in 2026 the two leaders are12 min read·ecorpit.hashnode.dev
