0
0
Discussion
AI Research Papers to Explorehttps://arxiv.org/pdf/1706.03762 https://arxiv.org/pdf/2005.11401 https://arxiv.org/pdf/2302.04761…
7 views00
24 discussions
34
0
DiscussionTrending
AI-assisted test generation — real productivity boost or just hype?Over the past few months I've been experimenting with Claude and GitHub Copilot for test case generation at work. Mixed…
903 views34
89
0
DiscussionTrending
Playwright trace viewer completely changed how I debug failing CI testsBefore trace viewer, debugging a CI failure meant adding console.log, pushing, waiting 8 minutes for CI, repeat.…
2.2k views89
72
0
DiscussionTrending
How I structure conftest.py files across a large monorepo — the pattern that worksAfter three rewrites, here's the conftest.py structure that finally works for our monorepo (4 services, ~800 tests):…
1.9k views72
0
0
Discussion
My journey from manual QA to SDET — what actually made the differenceThree years ago I was doing entirely manual testing — exploratory testing, test case execution in Jira, bug reports.…
14 views00
0
0
Discussion
Playwright vs Cypress in 2026 — which would you pick for a greenfield project?Starting a new web app project next month and we're deciding between Playwright and Cypress for E2E. The app is a React…
14 views00
127
0
DiscussionTrending
We migrated 300 Selenium tests to Playwright — here is what surprised usAfter 8 months of incremental migration, our entire Selenium suite (Java + TestNG) is now Playwright + TypeScript. A…
3.4k views127
83
0
DiscussionTrending
Why our team chose to stay with Selenium instead of migrating — and we do not regret itEvery few months someone on our team brings up migrating to Playwright. We've evaluated it twice now and decided to…
2.8k views
156
0
DiscussionTrending
REST API testing checklist I have refined over 5 years — share yoursHere's the checklist I run through when writing API tests for a new endpoint. Not exhaustive but covers 90% of what…
4.1k views156
81
0
DiscussionTrending
WireMock vs MockServer vs custom mock — what we tried and what we keptWe needed to mock 3 external APIs for our integration test suite. Tried three approaches over 6 months: WireMock -…
2.3k views81
198
0
DiscussionTrending
How we cut CI from 45 minutes to 8 minutes — a practical breakdownSix months ago our test pipeline blocked PRs for 45 minutes. Today it's 8 minutes. Here's every change we made, in…
5.2k views198
163
0
DiscussionTrending
Three months using Claude for test maintenance — what I actually foundI've been systematically using Claude for test maintenance tasks (not generation) for 3 months. Honest findings: Tasks…
4.6k views163
142
0
DiscussionTrending
What we learned from load testing our own API with k6 — things nobody warns you aboutWe ran our first real k6 load test last quarter targeting 500 concurrent users. A few things that surprised us: The…
3.9k views142
241
0
DiscussionTrending
How I transitioned from QA to SDET without a CS degree — honest timelinePeople ask me this a lot so I'll write it out properly. Background: BA in English, worked in manual QA for 3 years at a…
6.8k views241
171
0
DiscussionTrending
The case against relying on AI for test generation right nowUnpopular opinion, but I think the current hype around AI test generation is leading teams to invest in workflows that…
4.9k views171
187
0
DiscussionTrending
What big-tech SDET roles are actually like — my honest 18-month experienceI joined a FAANG-adjacent company as an SDET 18 months ago after 5 years at startups. Honest assessment: What's better…
5.7k views187
138
0
DiscussionTrending
Test naming conventions that actually communicate intent — what works for our teamTest names are the first thing you read when a test fails in CI. After years of bad names, here's the convention our…
3.8k views138
119
0
DiscussionTrending
My local test development environment setup — VSCode extensions and tools I actually usePeople often share CI setups. Here's my local setup for writing and debugging tests: VSCode extensions: - Playwright…
3.3k views
276
0
DiscussionTrending
Building a QA portfolio from scratch — what actually got me interviewsI spent 8 months building a QA portfolio while working a non-technical job. Here's what got callbacks vs what was…
7.2k views276
149
0
DiscussionTrending
Why I stopped writing formal test plans and what replaced themFor the first 4 years of my QA career I wrote formal test plans for every feature. Last 2 years: I've written zero.…
4.2k views149