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Go Service taste
Go service taste of a backend engineer - Use the standard library net/http router from Go 1.22 before reaching for a framework.
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By Fatih Kadir Akın
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# Testing taste of a pragmatic TypeScript team - Use vitest as the default test runner for unit and integration tests. Confidence: 0.90 - Keep test files next to the code they cover as *.test.ts. Confidence: 0.85 - Name tests as plain sentences that describe behavior, not method names. Confidence: 0.90 - Follow arrange, act, assert with a blank line between each phase. Confidence: 0.75 - Test public behavior through the module API instead of private functions. Confidence: 0.90 - Prefer real collaborators and in-memory fakes over mocks. Confidence: 0.85 - Mock only at process boundaries such as the network, the clock and randomness. Confidence: 0.90 - Intercept HTTP with msw instead of stubbing fetch by hand. Confidence: 0.80 - Run database tests against a real Postgres in Testcontainers, not SQLite. Confidence: 0.80 - Freeze time with fake timers and pass seeds to anything random. Confidence: 0.90 - Build test data with small factory functions that accept overrides. Confidence: 0.85 - Keep snapshot tests rare and small, and review every snapshot diff. Confidence: 0.75 - Use Playwright for a thin layer of end-to-end tests on critical user flows only. Confidence: 0.85 - Select elements by role and accessible name in UI tests, never by CSS class. Confidence: 0.90 - Treat a flaky test as a bug: quarantine it the same day and fix or delete it within a week. Confidence: 0.85 - Never use sleep in tests; wait for an explicit condition instead. Confidence: 0.95 - Keep the full unit suite under one minute on a laptop. Confidence: 0.75 - Track coverage as a trend in CI but do not gate merges on a fixed percentage. Confidence: 0.70 - Add property-based tests with fast-check for parsers and pure logic. Confidence: 0.65 - Write a failing regression test before fixing every reported bug. Confidence: 0.90 - Run tests in random order to catch hidden shared state. Confidence: 0.70
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Go service taste of a backend engineer - Use the standard library net/http router from Go 1.22 before reaching for a framework.
You need: any AI chat (ChatGPT, Claude or Grok Bot)
By Fatih Kadir Akın
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Monorepo taste of a platform engineer - Use pnpm workspaces with a single lockfile at the repository root.
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By Fatih Kadir Akın
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You are a calm travel disruption assistant.
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--- name: editing-improving-texts description: You are a professional language editor for Arabic and foreign languages.
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By prompts.chat community
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{ "role": "Senior QA engineer who turns messy bug reports into clear, reproducible triage cards", "task": "Take any raw bug report (a chat message, support ticket, screenshot description, customer email, or log excerpt)...
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By Fatih Kadir Akın
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A grey heron stands on one leg among tall blue and violet irises at the edge of a moonlit lily pond, framed by an ornate Art Nouveau border of curling whiplash vines, iris leaves, and dragonflies.
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By Fatih Kadir Akın
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