Focus: Unit Tests ONLY — no integration, no E2E
Stacks: Node.js (NestJS/Express) · React.js · Python · Angular · Laravel
Goal: AI generates unit tests consistently, deterministically, without hallucination
IDE: Cursor (Primary) + Claude (Secondary)
Do not mix libraries. Pick one per stack, configure it…
7 out of 7 tests pass. That number is boring and exactly correct.
Adding a CLI subcommand sounds trivial until you count the actual failure modes: the subparser is not wired up, the func is not registered, the dry run flag is silently swallowed, the argument parser crashes with a useless error. Any of those can bite you. The only way to know they do not is to test at three distinct levels, which…
Postmark is known for fast, reliable transactional email delivery. But how do you test that your Postmark emails actually arrive, contain the right content, and work end-to-end in CI?
This guide covers the full testing progression — from local development to automated Playwright tests in GitHub Actions.
A Next.js API route that sends a verification email via…
Your CI re-runs the entire test suite on every push. But a one-line change can
only break a handful of tests. The rest is wasted compute — and wasted minutes
you spend waiting.
The usual fix is "run only the tests affected by my change." Vitest and Jest
ship this:
vitest --changed
jest --onlyChanged
jest --findRelatedTests <files>
These are great. But they share a blind spot,…
API testing hasn't fundamentally changed in the last few years. What has changed is how much of the grunt work can be handed off — and how much new grunt work AI-generated code has created in the process. If you're integrating systems for a living, you've probably noticed both sides of that trade.
Here's a workflow that…
There always seem to be a handful of revolutionary technologies perpetually out of reach: fusion energy, quantum computers, and full self-driving cars are always in this list, and it seems …read more
You've written retry logic. It probably looks something like this:
async function withRetry(fn, retries = 3) {
for (let i = 0; i < retries; i++) {
try {
return await fn();
} catch (err) {
if (i === retries - 1) throw err;
await new Promise(r => setTimeout(r, 200 * (i + 1)));
}
}
}
You test it locally. You simulate a…
A few months ago a team I know shipped a routine Friday deploy. Every monitor stayed green all weekend. On Monday they discovered the signup form had been throwing a JavaScript error since Friday afternoon. The server was returning 200 OK the whole time. The page loaded. The HTML was valid. And not a single person could create an account for three days.
Nobody filed a bug. Customers don't file…
Running load tests from your AI coding agent sounds futuristic until you realize it's already possible. The Gatling MCP Server connects your Gatling Enterprise account to Claude Code, Cursor, VS Code, and other MCP-compatible clients. You can deploy tests, query results, and manage infrastructure without leaving your IDE.
This guide covers installation, configuration for each supported client,…
I timed it: 87 seconds from pasting our Petstore-clone openapi.yaml into the tool to seeing 41 generated tests pass against a local mock.
That number surprised me.
Like many engineers, I've spent years building API tests manually. Even with mature frameworks, the process usually involves reading documentation, understanding endpoints, creating test data, writing assertions, handling…
AI agents are making software development faster.
That is great.
But there is a problem I do not think we are talking about enough:
testing is not speeding up in the same way.
In many teams, testing is still held together by spreadsheets, meeting notes, screenshots, chat messages, and the memory of a few experienced QA engineers.
That worked when delivery was slower.
It becomes fragile…
If your mobile test setup requires opening a properties file and hand-editing the platform, UDID, or app path before every run, that workflow falls apart the moment you move to CI. You can't edit a file inside a pipeline, and a wall of -D flags is its own maintenance burden.
The fix is to stop treating configuration as one flat file and start treating it as independent dimensions — platform,…
When Missouri cannabis regulators recalled hundreds of marijuana vape pens last month, the Kansas City-based manufacturer said the issue was related to “evolving” testing requirements for licensed facilities. But state regulators say the testing rules did not change. And certificates of analysis posted by the company and reviewed by The Independent show the recalled products […]
A test post with some test information so I can see what this will look like. I'm trying to integrate things into my blog on my personal site! Exciting times.
a second heading
and a block quote for good measure
a code <block/>
AI accelerated code delivery, but the bigger change is in who's building software, how much is being built and what it takes to trust it.
“We more than doubled the [production] number, considering the situation at the moment in the Middle East,” a company executive told Breaking Defense.
Sometimes the smart money’s in the smaller, market-proven peripheral as opposed to the Next Big Thing. According to MacRumors, noted Apple analyst Ming-Chi Kuo has posted that incoming company CEO John Ternus has signed off on a major revision of Apple’s Vision Pro and smart glasses plans, consolidating Apple’s work in the category. Kuo wrote […]
Most of the now-playing kiosk was built with my autopilot workflow, which I've written about before. I describe a feature, it gets planned, built, and reviewed, and it ships. For most of the project that's the whole story. But the kiosk's job is to
The launch date of the new ‘Eurostar of Scotland’ was brought forward (Picture: Lumo)
A new train dubbed the ‘Eurostar of Scotland’ is set to make its first official journey today — much earlier than originally planned.
The new Lumo service, linking Stirling with London, was piped off amid fanfare in the shadow of the Wallace Monument on Thursday.
But it officially launches on Bank Holiday…
Static rules are fast, but they lack context. Explore how AI can enhance the full a11y testing workflow—from smarter scanning to intelligent triage and fixes.
Google Launches AI Powered Search Box
AI Mode now has more than 1 billion users, according to Liz Reid today at Google I/O. Many SEOs had been predicting that AI Mode would become the new SERP. Google isn't doing that but it is much more deeply integrating AI into search with a new "intelligent search box," tightening the AIO and AI Mode connection and introducing new "search agents." The new…
A Canadian is the first person in North America to have tested positive for the hantavirus linked to the MV Hondius cruise ship outbreak, authorities said.
The post Officials: Canadian Becomes First Positive Hantavirus Case in North America After Cruise Ship Outbreak appeared first on Breitbart.
Knowing when you've tested enough depends on whether you can see the edges of your input space.
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Learn how to move accessibility beyond compliance by embedding automated checks into CI pipelines, reducing regressions, and scaling inclusive quality with existing test automation workflows.
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For our latest WIRED Blind Test, we sat coffee industry professionals down to rank leading do-it-all coffee machines—and the winner wasn't what anyone expected.
Last week the Trump FCC quietly announced that it was cooking up a new ban on any labs that have testing offices in China from testing electronic devices such as smartphones, cameras and computers for sale in the United States. That’s going to create some major issues given that roughly 75% of all U.S.-bound electronics […]
The Fedora QA team invites you to participate in the Podman 6.0 Test Days from Monday, May 11-15, 2026. Podman 6.0 is a major modernization release that removes legacycomponents and finalizes previously announced deprecation: What’s New in Podman 6.0 These changes reduce technical debt and create a cleaner, moremaintainable codebase. How to Participate Requirements: Testing: […]
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