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The testing pyramid is often treated as a strict rule about test counts - but in real systems, it’s a model for reasoning about trade-offs. In this video, I explain how the testing pyramid actually works in practice. We’ll look at how it helps you reason about feedback speed, confidence, and cost, and what each test level is responsible for. To make it concrete, I apply the testing pyramid to a simple real-world backend system and show what unit, integration, and end-to-end tests typically cover - and why. ⏱️ Timestamps: 0:00 – Intro 0:28 – Why the Testing Pyramid Exists 1:44 – What Each Test Level Protects 2:43 – Applying the Pyramid to a Real System 4:29 – Outro 💬 If you have questions about testing strategy or software quality in real-world systems, feel free to leave a comment. 👍 If you found this useful, you can like the video and subscribe to keep learning about test automation and software quality. 🔗 My LinkedIn: www.linkedin.com/in/matus-burzala 🔗 More videos: @matusburzala #testingpyramid #testautomation #softwarequality #qualityengineering #integrationtesting #unittesting #endtoendtesting #e2e #QA #backend #softwareengineering