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Testing & Quality
Unit/integration tests, fuzzing, reliability, and observability for apps.
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MERN + TypeScript Code Cheat Sheet — Part 2 (BullMQ, Puppeteer, SQL, Testing, React, Git/Docker/curl)
53+ min ago (659+ words) Gotcha: my repo currently keeps queue + worker together in src/queues/pdf/; the API process should only import queues, never workers. Gotcha: my repo has maxRetriesPerRequest: 0 — BullMQ warns/errors for Workers; null = retry forever. Gotcha: the queue name is the…...
🤔 Am I missing something? My Python test passed, but the API payload is weird
52+ min ago (375+ words) Hey everyone! I’m still relatively new to backend development and Python, so please correct me if I'm misunderstanding how this should work. I was running a quick test script to check a third-party address verification API using the requests library....
Two coding agents editing the same issue, no merge conflict. Here is how git refs make that work
13+ hour, 35+ min ago (795+ words) So I built grite: an issue tracker that lives inside your git repository as an append-only event log, with deterministic CRDT merging so two writers never conflict. No server. No database. No merge conflicts. Just git. Because the state lives…...
Rules as code: the publishing gate that stopped us shipping broken pages
1+ hour, 44+ min ago (1154+ words) I am not a full time developer. I am a clinical psychologist and I run a non-profit rehabilitation centre in Ukraine. The website is part of the work: people look for help at two in the morning, they read whatever…...
Verify waterfall chart arithmetic from a CSV change log with JavaScript
1+ hour, 43+ min ago (503+ words) Disclosure: I’m Hardik, Gixo’s solo founder. AI agents drafted this article and code example. The code example was checked by executing it in Node.js. This is a standalone educational calculation using synthetic data. A waterfall chart describes how a…...
A canonical on the root layout tells Google every page is a duplicate of the homepage
1+ hour, 44+ min ago (893+ words) Metadata in the Next.js App Router inherits. A value set on the root layout applies to every page beneath it unless that page overrides it. For the site name, the locale, the icons, the Twitter card type and the…...
How To Write Playwright tests in minutes with Playwright MCP and Claude Code
1+ hour, 44+ min ago (1789+ words) This article was originally published on the Endform blog. You need four things installed before step 1, so start there. Confirm all four of these first. Skipping one is the most common reason step 1 fails. Node.js 20 or newer. Check with…...
Tabdelta Solutions Examines Why AI Applications Demand a New Approach to Software Quality Engineering
5+ hour, 37+ min ago (227+ words) Tabdelta Solutions Examines Why AI Applications Demand a New Approach to Software Quality Engineerin New York City, New York Oct 4, 2026 (Issuewire.com) - AI is bringing about a revolution in terms of how companies develop software, automate processes, interact with clients,…...
The Methodology of NerfBench
4+ hour, 45+ min ago (1512+ words) How NerfBench tests the same model again and again: the 50 tasks, how each attempt is graded, how power is scored, and when a drop counts. NerfBench checks whether a model still does the same work as well as it did…...
Agents Get Replaced. The Doctrine Is the Product.
2+ hour, 18+ min ago (451+ words) Earlier today a session in my own system tried to write a file outside its territory. A hook denied it before the write happened, and the session couldn't override itself: the bypass is an environment flag the hook process reads,…...