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How many years have you been working in QA or SDET?0 votes · select an option to vote
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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…
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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…
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How many automated tests does your team currently maintain?0 votes · select an option to vote
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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…
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What percentage of your time is writing new tests vs maintaining existing ones?0 votes · select an option to vote
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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…
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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…
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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…
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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…
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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…
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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…
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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.…
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Why I now write integration tests before unit tests — a shift in my testing philosophyI used to follow the orthodox TDD approach: unit tests first, then integration. I've reversed this for most of my work…
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The 5 test anti-patterns that cost our team the most time — and how we fixed themAfter a test suite audit last quarter, we identified the problems causing the most maintenance pain. In order: 1. Tests…
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Using observability (logs, metrics, traces) as part of your testing strategyMost testing focuses on the output: did the API return the right response? But I've started treating observability as a…
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Lessons from a complete test suite rewrite — what we would do differentlyWe rewrote our entire test suite (600 tests → 800 tests, Selenium Java → Playwright TypeScript) over 8 months. Honest…
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