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Vercel and GitHub Actions Are Ending Support for Node.js 20: What You Need to Do

Node.js 20 reached End-of-Life (EOL) on April 30, 2026. Now, the consequences of that lifecycle milestone are becoming increasingly visible across the JavaScript ecosystem. GitHub Actions removed Node.js 20 from its runners on September 23, 2026, moving JavaScript actions to Node.js 24. Vercel will follow on October 1, 2026, when Node.js 20 will no longer be available for new Builds and Functions. These are not isolated platform decisions.

Performance Benchmark Report first half of 2026 for Shopware 6

How does your Shopware 6 store’s PHP backend performance compare to other operators of Shopware in general? To answer this question, we have aggregated and anonymized performance data from over 300 Shopware 6 stores over the first half of 2026 and computed benchmark numbers to compare to for the most important page types: Product details, Category, Search, and Homepage. We previously made these benchmarks for 2025 Q1, 2025 Q2, and the second half of 2025.

Human Judgment Is the Missing Variable in Your AI Strategy

Across teams, organizations, and industries, people are starting with AI instead of the problem they want to solve. As a result, AI outputs from different tools: This is a process failure, and it's accelerating. Human-in-the-loop (HITL) AI is a framework that integrates human oversight directly into the machine learning lifecycle. Rather than relying on fully autonomous systems, HITL uses humans and machines collaboratively to train models, evaluate outputs, and handle complex decision-making.

API + AI Summit 2026 Launch Recap

Standing up a production agent means taking it through six stages: At API & AI Summit, we announced the evolution of Kong Konnect into the AI Connectivity Platform and announced a slate of launches built around that idea. Here's what we launched, where each piece fits, and what you can use today. An agent that only runs when a person prompts it isn't autonomous. Real autonomy starts when something happens in the world, like a payment failing or a ticket opening, and the agent responds.

Introducing Advanced AI Observability: See the Whole Agent Journey

Traditional observability was built around requests. A request comes in. A service processes it. A response goes out. You trace what happened in between. That model works well for APIs. It breaks down for AI. With agents, a single user request can trigger multiple model calls. An agent might invoke a tool, call another agent, query an MCP server, retry a model, hit a guardrail, and call another tool before finally producing a response. And all of this happens non-determinstically.

12-Factor Apps: How to Containerize PHP Today

What makes modern web applications easier to deploy, scale, and move between environments? In this highlight reel from the Zend webinar "Think Big, Start Small: A Phased Approach to 12-Factor Web Apps," Matthew Weier O'Phinney explores the principles behind 12-factor applications and why they remain a practical framework for modern application delivery.

Devise for Ruby on Rails: Setup, Modules & Rails 8 Auth

Devise is a full-featured authentication gem for Ruby on Rails, built on Warden. It provides registration, login, password recovery, session timeout, and account locking via 10 composable modules. Install it with bundle add devise, then run rails g devise:install and rails g devise User. It works with Rails 7 and 8; Rails 8's built-in generator covers only simpler needs.

Your Guide to Perforce Autonomous Testing

Software testing is struggling to keep pace with modern release cycles. More code, faster deployments, fragmented tools, and increasing quality demands are creating bottlenecks for QA, engineering, and DevOps teams. Discover how Perforce Autonomous Testing transforms the way teams validate software by bringing functional, performance, web, mobile, and desktop testing together through a unified AI-driven experience. Using natural language, teams can define testing intent, automate execution, orchestrate complex workflows, and gain actionable insights faster than ever before.

How to Update Node.js Versions on Windows

Updating Node.js on Windows can be as simple as installing a new version—but a safe Node.js upgrade is more than changing the number returned by node -v. Prefer to watch the tutorial? Watch the full video on YouTube → A new major version can change the V8 engine, npm, OpenSSL, runtime APIs, native addon compatibility, dependency requirements, and application behavior.

From Excel to Real Estate Investment Dashboards: How to Build a Single View of Your Portfolio

Quick answer: A single portfolio view depends on the data and reporting infrastructure underneath it. Real estate investment dashboards work best when they draw from a governed data layer rather than a stack of monthly Excel exports.