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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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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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Are you using AI tools in your daily testing work?0 votes · select an option to vote
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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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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 do you balance test coverage percentage targets vs meaningful test quality?Our engineering director wants 80% code coverage enforced in CI. I understand the intent but I'm worried about…
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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.…
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Which pytest plugins are essential in your test stack?0 votes · select an option to vote
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Where do you find remote SDET roles and what terms are actually negotiable?I'm based in Southeast Asia and targeting remote SDET roles at US/European companies. The job market feels opaque.…
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How do you actually stay current with the test automation ecosystem?The ecosystem moves fast — new Playwright releases, pytest plugins, AI testing tools, framework comparisons. I feel…
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How do you onboard new team members to a large legacy test suite?We have a 1,200-test suite built over 4 years. Good test coverage, but: - No documentation of test strategy or…
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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…
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What test metrics do you actually report from CI to Slack or Teams?We want to add test result notifications to our Slack channel after each CI run. Before I build this out I want to know…
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How granular is your test tagging strategy and does it actually get used?We use pytest marks for test organisation: @pytest.mark.slow, @pytest.mark.integration, @pytest.mark.smoke. In theory:…
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Is test.step() worth using in Playwright? What does it actually give you?I see test.step() mentioned in Playwright docs but I'm not clear on when it's worth the extra nesting. From what I…
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