Systems | Development | Analytics | API | Testing

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.

New in PHP 8.6: Polling API

PHP 8.6 will include a new Polling API (RFC) that was developed as part of the PHP Foundation’s “Stream Improvement” project. Since we at Tideways place a special emphasis on PHP performance, we see this as a significant improvement for PHP users; one that has so far gone largely unnoticed by the PHP community. We hope that a wider audience will recognize its potential.

How to Install Claude Code on Windows with PowerShell (Step by Step) #Shorts #aicoding #claudecode

How to install Claude Code on Windows using the official PowerShell installer, step by step. Claude Code is Anthropic’s AI coding assistant for the terminal. This tutorial shows how to find the official instructions, run the PowerShell installer, handle the PATH setup note, launch Claude Code and sign in. WHAT YOU NEED You do not need to run PowerShell as Administrator. INSTALLATION STEPS Search “Claude Code terminal” and open the official result from code.claude.com. Find the Windows PowerShell installation command and copy it.

Make React Native builds 4x faster with fingerprint-based caching on Bitrise

Build tools have relied on it for years to avoid redoing work that hasn't changed. In React Native CI it's still a bit of a secret sauce: a fingerprint-based caching technique that can make your builds several times faster, yet one that surprisingly few teams have switched on. The premise is simple: most of the time you're only changing JavaScript, so most of the native modules are reusable.

How JavaScript Garbage Collection Works

If you’ve ever written JavaScript, you’ve never had to write code that says “delete this object, I’m done with it.” That’s because there’s a process called garbage collection running in the background to save you the hassle. Most of the time this process works smoothly and invisibly. But it can also cause an app to suddenly start stuttering for no obvious reason if you don’t manage it effectively. This post will give you the tools to do just that.

Expanding Into a New Real Estate Market? The Data and Integration Checklist You Need Before Launch

For a real estate platform, a new market can introduce different source systems, property attributes, identifiers, business rules, geographic structures, and reporting requirements, each of which enters the platform somewhere. The engineering question is where those differences land in the existing platform, and whether the current data model, integrations, search, workflows, and analytics can absorb them without a second architecture forming alongside the first.

Generating Random Numbers in Ruby: rand, Random & SecureRandom

To generate a random number in Ruby, call rand: rand(10) returns an integer from 0–9, rand(1..10) an integer from 1–10, and rand alone a float between 0.0 and 1.0. For security-sensitive values like tokens and passwords, use SecureRandom — rand is predictable. Computers cannot produce truly random numbers by computation alone. A deterministic machine can only produce pseudorandom numbers: a stream that looks random but comes from an algorithm fed with a starting value, the seed.