Live Engineering Signals for the AI Era
AI-curated intelligence from 50+ global sources — framework releases, research papers, tool updates, filtered for QA engineers. Updated every 10 minutes.
50+
sources
10 min
refresh interval
12
categories
AI-curated intelligence from 50+ global sources — framework releases, research papers, tool updates, filtered for QA engineers. Updated every 10 minutes.
50+
sources
10 min
refresh interval
12
categories
2,735 signals
Scarab Field Lab Is Public: A Case File Repo for Diagnostic Field Tests
Public repo for Scarab Diagnostic Suite field test case files, not source code or AI-generated fixes.
Automation Testing in Flutter Using Appium: A Complete Guide
Guide on using Appium for Flutter app automation testing, covering setup and execution for QA engineers.
Visual Regression Testing with Playwright: Detecting UI Changes Automatically
Explains visual regression testing with Playwright to catch UI changes automatically during web app testing.
Part 5 ("The Author Doesn't Have to Be an Engineer") has been generating sharp comments. Worth a read for the thread alone.
Discusses self-healing guardrails for PRs without requiring engineers to author tests.
AI agent runs amok in Fedora and elsewhere
AI agent causes disruptions in Fedora Linux and other systems due to unchecked automation. Highlights risks of unmonitored AI-driven testing tools.
How an astrophysicist uses Codex to help simulate black holes
Astrophysicist uses Codex to simulate black holes, aiding extreme physics research and testing Einstein's relativity.
LLM content design for UX writers: a day in the life
Collaboration between UX writers and ML engineers to create dynamic error messages for better user experience.
My SQL Learning Journey
A QA engineer's practical journey from SQL basics to advanced data insights for test automation.
Loop Engineering: The New Way to Use Claude Code & Codex
Article speculates about 2026 AI advancements in code generation tools like Claude Code & Codex.
Access OpenAI models and Codex through your Oracle cloud commitment
OpenAI models now accessible via Oracle Cloud with enterprise security for AI deployment.
“What’s in this Newsletter for Me?”, Part I: Value
Your Takeaway Value, ExplainedContinue reading on Medium »
Why traditional QA skills are not enough for testing LLM applications.
Artificial Intelligence is rapidly changing how software is build and used.Applications powered by Large Language Models (LLMs) are…Continue reading on Medium »
I don't think I like manual testing nearly as much as I like automation
I liked manual testing the first couple of years at my company, but now it is a drag and leaves me feeling burned out. I think this is because the entire manual side of my job is very repetitive and 75% of my job is…
Give GitHub Copilot CLI real code intelligence with language servers
Install and configure LSP servers for GitHub Copilot CLI, replacing brute-force grep/decompile with real code intelligence. The post Give GitHub Copilot CLI real code intelligence with language servers appeared first on The GitHub Blog.
Automating Tests in the Time of AI: Am I Actually Getting Better?
AI speeds up automation, but at what cost? Moving faster than ever, yet wondering if I’m losing the depth that makes me better.Continue reading on Medium »
Domain-Based Software Testing: Challenges in FinTech, Healthcare, and eCommerce
Not all software is created equal, and neither is its testing. Quality Assurance (QA) in software development isn’t a one-size-fits-all…Continue reading on Medium »
PRC-linked influence operations are targeting AI debates in the US
A new report from OpenAI details PRC-linked influence operations using AI to target U.S. tech debates, data center narratives, tariffs, and false claims about ChatGPT.
How I Used JFrog Artifactory to Kill Test Redundancy Across 8 QA Teams
Treating your automation framework as an internal product — and why it changes everything about enterprise QA governanceContinue reading on Stackademic »
Selenium vs Playwright in 2026: Which I’d Actually Use
An honest, used-it-in-anger comparison — speed, flakiness, browser support, and the AI angle — plus exactly which one I reach for now, and…Continue reading on Stackademic »
Gathering feedback for my Open source natural-language E2E tests in a browser tool
Hello everyone I released my open source tool riddlerun and I am looking for feedback from practiconers. The main idea is to decrease the manual testing workload when doing end2end testing by handing it off to an LLM with browser access. My main concerns currently…