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Most chatbot audits stop at "here's what's broken." We wanted to know if the suggested fixes actually work — so we applied them and re-tested. Here's …
Last year my team had to pick a coding agent, and I volunteered to run the evaluation. I felt good about it. I pulled up the public benchmark scores, …
One weekend I wrote an LLM eval framework in about two hundred lines of Python. It demoed beautifully. I felt clever. Six months later that same frame…
Browser automation used to be easier to describe. A test opened a page, filled in a form, clicked a button, and checked the result. The hardest parts …
For a long time, teams treated browser test reliability as a framework problem. When tests failed, the usual response was to change selectors, add wai…
Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two peopl…
AI coding agents like Claude Code are changing how SDETs approach browser automation. Instead of writing every locator and assertion by hand, you can …
Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two peopl…
In modern Laravel applications, events and listeners are the glue that holds our complex business logic together. They allow us to decouple our code, …
New release helps C++ teams test confidently across more compilers, modern development environments, and Visual Studio 2026 TEL AVIV, Israel – July 13…
Why scripted automation keeps missing the failures that actually cost you users — and what testing like a real person looks like. Every engineering te…
Python Testing: Write Tests That Actually Catch Bugs You’ve written a test that passes, but your bug still slipped through. Why? Because you tested th…
Pocket computers and first-PCB build stories are attracting attention today. For an AI-enabled edge device, a demo while plugged into Wi-Fi proves ver…
Model migrations and dramatic agent speedups are recurring headlines. A single “2.2x faster” number cannot tell you whether your production workflow i…
DOM-docx, an MIT-licensed HTML-to-native-Word project, is trending today. “Looks right in one screenshot” is not enough for an export feature. The con…
Devlog — Part 6 PromptLedger v0.7 is out. The previous release made prompt history easier to inspect. This release makes prompt changes easier to eval…
How to Debug a Failing Test with AI (Step-by-Step) A test is red. The error message is vague. You've stared at the diff for ten minutes and nothing ju…
การเขียนเทสต์เป็นงานที่นักพัฒนาส่วนใหญ่รู้ดีว่าจำเป็น แต่ก็มักถูกเลื่อนออกไปเสมอ เพราะใช้เวลานาน ทำซ้ำ ๆ และไม่ได้สร้างฟีเจอร์ใหม่ให้ผู้ใช้เห็นโดยตรง …
Most people think building an AI voice agent means writing a clever prompt. I build these for a living, and I can tell you the prompt is maybe an hour…
AI-assisted disclosure: This article was prepared with AI assistance. Every JavaScript example was executed with the companion Node.js validation scri…
Introduction Hello, I am Kuruba Ramesh, a Full Stack Developer specialising in the MERN Stack and Java Spring Boot. As part of my ongoing work with th…
I spent today shipping a tool I've wanted for months. If you build with Claude, you've probably written a SKILL.md file. And you've probably shipped i…
TestSprite's CLI makes a design choice most testing tools would never advertise: it refuses to do something. When a coding agent asks for a failure re…
I am running an experimental autonomous trading architecture called Darwin. During an audit of its agent-ranking and sizing authorities, I built a rea…
I keep seeing the same failure pattern in email automation: the test passes locally, gets weird in CI, and then somebody adds a sleep plus one more re…
Every developer building on AWS eventually runs into the same frustrations: waiting for deployments just to verify a small change, needing an internet…
Why every salary site gives a different number — and the honest consensus, reconciled from six public sources with an open methodology. Every figure c…
I maintain a small python tool called SIEMForge. it builds and converts SIEM detection content, Sigma rules plus a Sysmon config plus Wazuh rules, and…
Hi! The second challenge is ready — if you missed it, start with Challenge 1: Login with Different Users to get familiar with the site and set up your…