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TL;DR The biggest data engineering failures in 2026 trace back to the same root causes:
Most enterprise AI teams can tell you which agents are running in production. Few can
Thousands of enterprises are tackling enterprise data migration right now, and most will fail. Industry
Most Databricks teams deploy jobs the same way they did three years ago. Someone clicks
TL;DR Databricks alternatives in 2026 range from fully managed options like Microsoft Fabric and Snowflake
In 2026, Small Language Models (SLMs) are gaining ground fast. Microsoft’s Phi and Google’s Gemma models now










