The definity blog

Insights on data engineering, product announcements, and other news

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Announcements

definity Expands Agentic Optimization and Observability to Databricks Serverless

Databricks Serverless support is now generally available, giving customers a unified way to observe and optimize workloads across their Databricks platform

August 25, 2026

2 min read

Announcements

definity Launches Agentic Data Engineering Platform with a $12M Series A

Introducing the runtime infrastructure for operating modern lakehouse and Spark data platforms

April 29, 2026

4 min read

Announcements

definity Expands Support to Spark Streaming

definity brings real-time, execution-level observability and optimization to Spark Streaming, enabling continuous data pipelines to be cost-efficient, reliable, and interpretable by AI-driven agentic systems

April 14, 2026

2 min read

Announcements

Introducing the definity Product Advisory Board

Enterprise data and platform leaders helping shape definity’s roadmap and voice of the customer

January 29, 2026

1 min read

Perspectives

Agentic Data Engineering Is Coming – And Today’s Stack Isn’t Ready

AI-agents generating data pipelines will unlock 100x value. But this future inherently relies on runtime context that doesn't exist today.

September 30, 2025

5 minutes min read

Announcements

definity Cloud is Here – and Now Available on AWS Marketplace

Getting started with Lakehouse & Spark observability and optimization has never been faster.

August 5, 2025

2 min read

Performance

Analyzing Skew: Visibility Before Mitigation

A better approach to handle data skew, with concrete Spark examples

May 12, 2025

5 minutes min read

Announcements

definity Partners with Databricks to Introduce Next-Gen Observability and Optimization

The partnership brings full-stack data observability, performance tuning, and proactive validation capabilities across the Databricks and Spark ecosystem.

April 2, 2025

2 min read

Announcements

Introducing Spark Cost & Health Assessment

Uncover Your Spark Platform’s Actual Waste, Inefficiencies, and Potential Savings – in Just One Week

February 24, 2025

2 min read