Databricks Genie Benchmarks now support Agent Mode 👀
Meaning benchmarks can now evaluate the same multi-step reasoning flow used during real AI conversations not just text-to-SQL accuracy.
#Databricks#DataEngineering#AIEngineering
Most companies don’t need bigger data warehouses. They need smarter ones.
Serverless DW: • Auto scaling
• No infra management
• Pay per usage
Provisioned DW: • More control
• Dedicated compute
• Better for steady workloads
Serverless or Provisioned — what’s your pick?
A poorly optimized Spark job can cost more in one week than a junior engineer’s monthly salary. That’s why modern Data Engineering is becoming as much about cost optimization as data processing.
Data engineering fact:
Most “AI magic” fails without solid data pipelines underneath.
Bad data quality can silently destroy model accuracy faster than bad algorithms ever will.
In tech, clean data > fancy dashboards.
Data Engineering in 2026 is shifting fast: Lakehouses + Apache Iceberg are replacing traditional warehouses, AI is writing data quality checks & Text-to-SQL is getting insanely good. Future DEs won’t just build pipelines they’ll engineer intelligent data platforms .
Lions don’t fear other lions.
They build with them, learn from them, and grow stronger together.
Hyenas prefer rabbits.
Not because rabbits are valuable, but their weakness create the illusion of power.
Secure people are inspired by strength.
Insecure people are threatened by it
If you're not happy single, you won't be happy in a relationship either.
True happiness comes from building dashboards that give executives deeper insight into critical business functions.