What does 95% initial failure rate creates 3x iteration cycles, requiring systematic review processes and context manage

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95% initial failure rate creates 3x iteration cycles, requiring systematic review processes and context management tools to prevent repeated explanation of constraints. 80% initial code written by AI 3 attempts needed for workable code 6 weeks to master AI delegation Expect 95% failure rate on first AI attempts

NuggetsAI

NuggetsAI

95% garbage rate on first AI coding attempts requires systematic review