Systems | Development | Analytics | API | Testing

MLS Data Quality: 10 Problems That Break Real Estate Products at Scale

A single Multiple Listing Service (MLS) record rarely stays in one place. The same listing feeds the search index, the map, the detail page, analytics, and the public API, so one incorrect value can propagate to multiple downstream surfaces that consume the same source data. A correction made in one system does not necessarily propagate to every downstream surface that consumed the original value.

SwiftUI DatePicker & ColorPicker Tutorial: How to Pick Dates and Colors #Shorts #swiftuitutorial

SwiftUI DatePicker and ColorPicker tutorial: how to pick dates and colors in SwiftUI, choose a DatePicker style (compact, graphical or wheel), show only the date or only the time with displayedComponents, and hide opacity with supportsOpacity. Both are system pickers that bind to a state property: DatePicker to a Date, ColorPicker to a Color. This Short shows each one in a real iPhone app in the iOS Simulator, with the exact code.

Appian Q3 Release Highlights: AI Speed Meets Enterprise Controls

AI is evolving faster than organizations can keep up, and often it’s the most important operations that fall the furthest behind. That’s exactly why Appian is focused on AI for complex, enterprise-grade processes—to make applying AI automation to important work easy. Over the last quarter, Appian has continued to invest in capabilities that help you deploy AI fast without sacrificing control: Over 80% of developers regularly use AI coding tools.

Intelligent Document Processing Platform: 4 Must-Have Features for 2027

An intelligent document processing (IDP) platform uses AI technologies to automatically capture, classify, extract, validate, and route data from unstructured documents such as invoices, contracts, emails, PDFs, or even hand-written scans. As organizations continue to adopt AI into their daily workstreams, IDP is on track to shift from a back-office efficiency tool to a core component of enterprise AI automation.

EP21: The Architecture of Product Design

In this episode of Discovering the Architecture Middle Path, Asanka is joined by Selvaratnam Uthaiyashankar (Shankar), WSO2's Chief Product Officer, to explore the architecture of product design. The conversation looks at the principles behind product decisions, the tradeoffs that shape those choices, and how architecture, developer experience, deployment models, and different user needs influence product design. They also discuss how product principles evolve as customer expectations and technologies such as AI and agentic systems continue to change.

The Node.js Release Schedule Is Changing

One major per year, every major headed for LTS, and a new Alpha phase: here’s why Node.js is changing a release model that has been in place for more than a decade. For more than ten years, Node.js releases have followed a rhythm that became familiar across the ecosystem: a new major every six months, even-numbered releases moving into Long-Term Support, and odd-numbered releases serving as shorter-lived Current lines. That model brought something Node.js badly needed in 2015: predictability.

Making the Most of Your Logs in Rails

Rails logs through Rails.logger — on Rails 8.1, a BroadcastLogger that writes tagged lines to STDOUT in production and to log/development.log in development. Six levels exist: debug, info, warn, error, fatal, and unknown; production defaults to info via RAILS_LOG_LEVEL. Good log messages are descriptive, carry context like request IDs, and become structured JSON when machines read them.

What 2026 Building-Performance Requirements Reveal About Real Estate Data Infrastructure

2026 building-performance requirements increasingly depend on reliable property, meter, utility, and energy data, and that same normalized data can support compliance, reporting, analytics, and energy management. In 2026, several US jurisdictions reach building-performance deadlines, spanning recurring annual benchmarking, first-time compliance dates, and emissions-reduction requirements. The rules differ by jurisdiction, but many draw on the same property, meter, and utility records.