We've been there. JSON Schema gets hard to write as soon as your payload is non-trivial. Conditional logic, cross-field rules, business invariants, and at some point we stop writing contracts at all. We go code-first, generate the schema from annotations, and end up with 200 lines very few understand, and error messages referencing paths like #/properties/items/allOf/0/then/Then that map to nothin
Every team building an AI agent for the browser is making one architectural choice — whether they realize it or not. They're choosing how the LLM perceives the page. That choice cascades into everything else: cost per action, reliability on real-world apps, what gets banned by anti-bot systems, what kinds of tasks are even feasible. The choice currently breaks down into three approaches. They're o
Release Date: May 20, 2026 — The most anticipated WordPress release in years is almost here. Let's explore everything you need to know before it lands. WordPress powers over 43% of the web. That's not a typo. Nearly half of every website you've ever visited runs on this open-source CMS. And yet, for much of 2025, things went oddly quiet — legal battles, contributor walkouts, and a compressed relea
TL;DR Bots passed humans on the open web. IP reputation feeds stopped working for residential traffic. IPv4 prices collapsed. AI crawlers became a measurable tax on public sites. And Europe finally started writing big GDPR checks while only fining 1.3% of complaints. If you ship anything that touches the public web at scale, the IP infrastructure you set up in 2022 is doing more harm than good i
Prologue A while ago, I decided to develop a fully accessible main navigation component in React after a fruitless search through third-party component libraries, npm packages and even GitHub repositories. A complex component needs requirements around all aspects of the component, and this article begins the process of defining those requirements. Note: This article is one of a series demonstrat
A few months ago I started with a simple goal: have a solid, reusable base for my PHP projects without pulling in a full framework every time. What I ended up with is something I'm genuinely proud of, and today I'm making it public. php-template is a PHP 8.2 MVC starter template with serious tooling, full testing stack, and something I haven't seen in other PHP templates: native support for AI age
Metric Value Django Average Response Time 287ms Node.js Average Response Time 193ms Django Memory Usage (1000 users) 1.8GB We tested Django 4.2 and Node.js 18.16 under identical conditions to measure their performance for reporting dashboard workloads. The test environment consisted of AWS EC2 m5.2xlarge instances (8 vCPUs, 32GB RAM) running Ubuntu 22.04. Both frameworks connected to th
It’s just HTML… how hard can it be? 😎 Expectation const data = document.querySelector('.title').innerText; 💀 Reality null Data loads via API React renders everything later Class names look like passwords 403 + CAPTCHA waiting for you 🧠 Truth You don’t scrape websites. *If you’ve fought with querySelector()and lost… welcome to the club. connect with KF