https://blog.chuanxilu.net/en/tags/pre-release-testing/Recent content in Pre-Release Testing on Chuanxilu for Skilled Homo sapiensHugoen-USTue, 19 May 2026 18:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/tdd-pipeline-v08-failed-experiment-discovery/Tue, 19 May 2026 18:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/tdd-pipeline-v08-failed-experiment-discovery/I tried refining the pre-release testing phase of my TDD Pipeline by replacing step-by-step instructions with principles. The refined version failed at its core job. But comparing where it failed against where it unexpectedly succeeded revealed that individual defect diagnosis alone wasn't enough — it needed a systematic scanning layer on top.