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REST API testing feels natural with pytest + requests, but I'm not sure how to apply the same discipline to GraphQL.…
I've started using AI to generate first-pass test code. The problem: I've caught several subtle bugs in AI-generated…
We have a handful of E2E tests that take 4–6 minutes each. They cover complex user journeys (onboarding flow,…
We're an SDET team testing a service that uses a database we don't own — the schema is managed by a platform team and…
We have engineers in India, UK, and US. Our tests occasionally fail due to timezone-dependent logic: - Date range…
We want to add test result notifications to our Slack channel after each CI run. Before I build this out I want to know…
Playwright now supports component testing (React/Vue/Svelte) which blurs the line with E2E tests. In practice I'm…
I need to validate API response structures in pytest tests. Three paths I see: 1. jsonschema — explicit, dict-based…
Most people run headed during development and headless in CI. But I'm curious about the exceptions: - When do you run…
We need to parallelise a 600-test pytest suite. Current serial runtime is ~22 minutes, target is under 8 minutes. I've…
We use pytest marks for test organisation: @pytest.mark.slow, @pytest.mark.integration, @pytest.mark.smoke. In theory:…
We want to add k6 performance tests to our CI pipeline but our PR pipeline is already 12 minutes and I don't want to…
I need to parametrize a test with inputs that are dictionaries containing lists, some optional keys, and some keys that…
We had a bug where a function-scoped test was accidentally using a session-scoped fixture that mutated shared state.…
I'm building a Page Object Model layer with TypeScript strict mode enabled and running into issues typing things…
I'm writing a test for an admin action that should be visible to admins but hidden from regular users. The test needs…
I see test.step() mentioned in Playwright docs but I'm not clear on when it's worth the extra nesting. From what I…
I'm working on a fairly large test project (~500 tests across 3 microservices) and our conftest.py files are getting…
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