模型項目構建時令作者意外的三件事：重跑結果相同，正則表達式勝過提示詞
Three things that surprised me while building this: Re-runs were identical - Same model, same prompt, `temperature: 0`: byte-for-byte the same failures every time. That turned prompt tweaking into real A/B testing. **A regex beat the prompt.** I
開發者分享構建過程中的發現：在 temperature: 0 下，同一模型使用相同提示詞重跑，每次的失敗結果都逐字相同。這令提示詞調整成為真正的 A/B 測試；正則表達式的效果勝過提示詞。
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Khushighosh Posted on Oct 18
Three things that surprised me while building this:
Re-runs were identical - Same model, same prompt, temperature: 0: byte-for-byte the same failures every time. That turned prompt tweaking into real A/B testing.
A regex beat the prompt. I
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KhushighoshFollow
A code explorer | Building web apps, AI experimentations & IoT projects | Currently learning, building and breaking things | Making something new everyday |
- Location Bangalore, Karnataka
- Pronouns Her
- Joined Sep 30, 2026
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