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Six months of writing, rewriting, and occasionally questioning everything I thought I knew about AI-assisted software engineering. The result is The Second Time Is a Bug, a practical field workbook on building reliable systems around AI coding agents. 34 patterns. 26 reproducible drills. One central idea: the first mistake may be the model's, but the second deserves an engineering response. Publishing soon. https://t.co/yJrzxgc9Ts