AIHacker Noonabout 10 hours ago
AI Coding Tip 031: Drop Prompts for Evolved Models
9 min read
Reasoning models like GPT-5.6, Opus 5, and Kimi-3 already verify steps and pace depth, so forced verification lines waste tokens. Prompts should set effort, scope, length, and autonomy instead. Older models needed scaffolding; current ones duplicate work from redundant instructions.
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