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Thoughts on data engineering, pipelines, the modern data stack, and lessons learned in production.

2 articles total

Oracle V1 to V2 Connector Migration in ADF — The Parquet Precision Bug That Nearly Broke Production

Everything looked fine — connection worked, preview worked, pipelines validated. Then runtime hit and all hell broke loose. Here's the hidden precision issue Oracle V2 introduced and the exact fixes that work.

Read Article→March 16, 2026

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Databricks10 min read

Stop Checking Workflows Manually — Build a Centralized Databricks Monitoring Dashboard

If you manage 10–15 Databricks workspaces with hundreds of workflows each, clicking through every job to check status is killing your productivity. Here's the exact step-by-step process to build a fully automated monitoring dashboard using the Databricks Jobs API, Delta tables, and Databricks Dashboards.

Read Article→April 16, 2026