The definity blog

Insights on data engineering, product announcements, and other news

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Introducing the definity Product Advisory Board

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

January 29, 2026

2 minutes min read

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

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

Analyzing Skew: Visibility Before Mitigation

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

May 12, 2025

5 minutes min read

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

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

Introducing CI/CD Testing for Data Pipelines - for Faster & Safer Deployments

Seamlessly validate code changes and platform upgrades/migrations in CI, to proactively prevent data incidents & performance degradations.

December 2, 2024

3 min read

An Agent in Every Pipeline

How definity’s unique agent-based architecture redefines data pipeline observability, offering seamless integration, real-time insights, and unmatched coverage for data engineering teams.

August 21, 2024

7 min read

definity Emerges From Stealth with $4.5M to Transform Data Application Observability

Announcing the General Availability of definity's Data Application Observability & Remediation solution, together with $4.5M in Seed funding

August 14, 2024

3 min read