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5 articles
Your AI Agent Works Locally. How Do You Know It’s Ready to Deploy?
You build an AI assistant that checks support tickets. You ask about ticket 1042. It calls the right function and returns the correct status. Then a…
Mike T24 October 2026
Your CDC Pipeline Is Green. Is Your Data Actually Correct?
1. The problem behind a successful pipeline Imagine joining a data team and delivering your first ingestion pipeline. The job finishes successfully. Rows…
Mike T
Does This ETL Job Really Need Spark?
DuckDB vs Spark for ETL: How to Choose the Right Engine
Mike T10 October 2026
Hybrid Search Explained: Do You Really Need a Separate Vector Database for AI?
Hybrid Search Explained: Do You Really Need a Separate Vector Database for AI? What Databricks Lakebase Search teaches aspiring data and AI engineers…
Mike T3 October 2026Is the Cheaper AI Model Good Enough? How to Make an Engineering Decision
Your support-ticket classifier works in a demonstration. Then your manager asks: “Can we switch to a cheaper AI model?” You try five tickets. Both models…
Admin24 September 2026