Systems | Development | Analytics | API | Testing

Real Estate Analytics Platform: When Building From the Ground Up Actually Pays Off

Most real estate and PropTech teams don’t struggle to see the value of analytics. They struggle to decide how far to go to get it. Do you build a real estate analytics platform from the ground up, or layer dashboards on top of the systems you already run? This is an expensive decision to get wrong. Built well, a custom platform becomes the backbone of how your company prices assets, prioritizes a portfolio, and reports to investors.

8 Top Social Intelligence Tools for Consumer Insights in 2026

Consumers describe products with a candor no survey ever captures. They complain that a moisturizer pills under makeup, praise a headphone hinge that survived a toddler, and debate whether a snack's new recipe ruined it, all in public, all unprompted, and at a volume no research team could read in a lifetime. That running commentary is the largest focus group ever assembled, and it never adjourns.

7 Best Virtual CISO Providers for Operational Technology Environments in 2026

Operational technology environments need a different kind of security leadership. A traditional IT security program usually focuses on users, endpoints, cloud systems, applications, identity, and data. OT environments add another layer: physical processes, industrial control systems, plant uptime, safety constraints, legacy assets, engineering priorities, and production continuity.

What Is A Test Bed In Software Testing? A Practitioner'S Guide

Every tester has lost an afternoon to an environment that would not behave. The code was fine. The suite was fine. The problem was the ground the tests ran on. That ground has a name, and getting it right is quietly one of the highest leverage things a QA team can do. It is called a test bed, and this guide walks through what it is, what goes into one, why it tends to fall apart, and how teams keep it stable without babysitting infrastructure all day.

Validation through Visual and Functional Harmony

Validation Simplified: Flake‑less Releases with Smart Visual Comparisons Diego Molina, Selenium project lead and Sauce Labs senior field solutions engineer, explains how “validation simplified” combines functional automation with visual validation to deliver flake-less, intent-based confidence for releases. He demonstrates how overly detailed assertions can lead to brittle and flaky tests, while visual checks can reduce verbosity and ensure a consistent user experience across various browsers and mobile devices..

Introducing AI Transport v0.5.0: durable execution with Steps

AI Transport v0.5.0 is now available. It adds first-class support for running an agent turn inside a durable execution framework, such as Temporal or Vercel's Workflow Development Kit (WDK), while every client watching the conversation still sees one clean, resumable stream. The last release, v0.4.0, let an agent hydrate its history from your own database. This one is about what happens when the process running the agent isn't around for the whole turn.

Why Cloudera Data in Motion? #RealTimeAI #DataInMotion

Unlock the full potential of your data fabric and accelerate your AI journey with Cloudera Data in Motion. Many organizations struggle with massive amounts of diverse data spread across different formats, vendors, and locations—whether in the cloud or on-premises data centers. Cloudera provides the scalable, performant data services needed to move and process this information in real-time. Discover how Cloudera’s open-source approach can help you unlock the power of your data anywhere.