Mate Labs

The latest from Mate Security researchers and AI experts

blue city by mate security

Meet Blue City: Mate’s simulated enterprise environment, built to reflect the chaotic, messy reality of how real organizations operate. It serves as a benchmark for AI cyber defenders, testing whether they can stop attacks from causing business harm without disrupting legitimate work. Alongside other metrics, it produces a single damage score that combines harm from the attack with harm from wrongly blocking the business, measuring defenders against what’s actually best for the business.

Guy Pergal
Inbal Argov
October 12, 2026

A Design System In and For the Agentic Era

Engineers, PMs, and coding agents all ship UI at Mate. Here's the agent-first design system that keeps every screen looking like one product.

Ofer Itzhaki
September 28, 2026

The Alert That Didn't Fire: How Mate Reasoned Past a Silent Credential Theft

What happens when an AI system does not have all data for an investigation? One option is to hallucinate a verdict or claim "inconclusive". Another is to ask sharper questions, and pull in whatever context is available. This is a case study from a real-world incident.

Nadav Lorber
September 3, 2026

Code, Disrupted: The AI Transformation of Software Development

Software development is entering an AI-driven era, with automated workflows, faster cycles, and human-AI collaboration redefining how engineering teams build and ship products.

Asaf Wiener
December 1, 2025

Rise of the Super Analyst: How AI is Empowering (Not Replacing) SOC Teams

AI isn’t replacing SOC analysts, it’s transforming them into “super analysts.” By automating repetitive tasks, AI enables teams to focus on high-impact investigations, strategy, and smarter threat response.

Dana Rozen
December 1, 2025

The Rise of the Hybrid Workforce: How Humans and Machines Are Resetting the Business Dynamic

Human–AI collaboration is transforming every business function, creating hybrid workforces that innovate faster, make better decisions, and outperform traditional teams.

Asaf Wiener
December 10, 2025