Definity embeds agents inside Spark pipelines to catch failures before they reach agentic AI systems

Definity raises $12M to embed AI agents inside Spark pipelines, catching failures and bad data before they reach the agentic AI systems that depend on them.
The Hacker News

Webinar: How to Automate Exposure Validation to Match the Speed of AI Attacks

AI-driven attacks uncovered in February 2026 automate kill chain and seize Domain Admin credentials in minutes, forcing ...