Month March 2026

Starting the new month with a little inspiration boost — that’s the idea behind our monthly wallpapers series which has been going on for more than 15 years already. Each month, the wallpapers are created by the community for the…

The Problem: How Do Agents Trust Each Other? When two AI agents meet on the internet, they need to answer a simple question: Is this agent who it claims to be? This isn’t paranoia. It’s fundamental infrastructure. If Agent A…

On March 31, 2026, Anthropic’s Claude Code source code leaked — again. A 60MB source map file (cli.js.map) was accidentally shipped in npm package v2.1.88, exposing ~1,900 TypeScript files and 512,000 lines of code. This is the second time this…

Every time I start a new Claude Code/OpenClaw/Codex session I find myself typing the same context. Here’s how I review PRs. Here’s my tone for client emails. Here’s why I pick this approach over that one. Claude just doesn’t have…

I have spent years watching voice AI hear every word a customer said and miss everything they actually meant. That gap between transcript and truth is finally closing, and what is replacing it is more interesting than most people realise…

Xoul — An Open-Source AI Agent That Runs Locally Introducing Xoul, a personal assistant agent powered by local LLMs and virtual machine isolation. What Is Xoul Xoul is a personal AI agent. It’s not a chatbot — it manages files,…

March was a busy month for Kotlin, with a new language release, fresh tooling, ecosystem updates, and plenty of inspiration ahead of KotlinConf’26. From practical improvements to exciting steps in AI and multiplatform, there’s a lot worth exploring. Here are…

Tracking down performance bottlenecks in Visual Studio often means interrupting your workflow, restarting your application in profiling mode, and hoping you can reliably reproduce the exact issue. We think there’s a better way. If you have already used Monitoring in…

Amper 0.10.0 is out, and it brings a variety of new features, such as JDK provisioning, custom Kotlin compiler plugins, a Maven-to-Amper converter, and numerous IDE improvements! Read on for all of the details, and see the release notes for…

TL;DR: The Orchestration Pattern is a powerful way to manage complex interactions between components, API calls, and state updates in React. Instead of letting logic scatter across dozens of useEffect hooks and event handlers, you centralize it into a dedicated…

Nine new success criteria. One removed. Here is what every frontend engineer needs to know. WCAG 2.2 became an official W3C Recommendation on December 12, 2024. If your team is still targeting 2.1 as a compliance baseline, you are already…

Commands, explanations, and real output — for engineers who want to understand what’s actually happening, not just copy-paste their way through it. ☁️ Pre-Flight Checklist Before we taxi down the runway, here’s your flight plan. Keep this handy to navigate…

Reading time: ~22-25 minutes Level: Intermediate to Advanced Series: Part 3 of 4 – End-to-End Observability What you’ll learn: Build comprehensive observability for GenAI systems with CloudWatch GenAI Observability, X-Ray distributed tracing, and custom metrics The Problem: When GenAI Goes…

This post series is indexed at NgateSystems.com. You’ll find a super-useful keyword search facility there too. Last reviewed: Apr’26 Introduction The concept of “scripting” for PowerShell terminal session procedures was introduced in Post 4.3 without any attempt to describe the…

Welcome to PyCharm 2026.1. This release doesn’t just add features – it rethinks how you build, debug, and scale Python projects. From a brand-new debugging engine powered by debugpy to first-class uv support on remote targets and expanded JavaScript support…