Prompt engineering: How to fix instructions that AI ignores

Description and use

<p>While running automation pipelines on my Mac mini, I hit a recurring wall: the AI simply wouldn't follow directions. Whether generating articles or summarizing text, I spent hours tweaking prompts to get the length, tone, and structure right. Through this trial and error, I realized that while AI is great at creation, it struggles with strict constraints.</p> <p>At first, I tried simple requests like "Summarize this within 300 characters. Use a strong tone." The results were consistently over the limit, often hitting 400 or 600 characters. To fix this, I tried aggressive commands like "Stri

Problem

<p>While running automation pipelines on my Mac mini, I hit a recurring wall: the AI simply wouldn't follow directions. Whether generating articles or summarizing text, I spent hours tweaking prompts to get the length, tone, and structure right. Through this trial and error, I realized that while AI is great at creation, it struggles with strict constraints.</p> <p>At first, I tried simple requests like "Summarize this within 300 characters. Use a strong tone." The results were consistently over the limit, often hitting 400 or 600 characters. To fix this, I tried aggressive commands like "Stri

Outcome

<p>While running automation pipelines on my Mac mini, I hit a recurring wall: the AI simply wouldn't follow directions. Whether generating articles or summarizing text, I spent hours tweaking prompts to get the length, tone, and structure right. Through this trial and error, I realized that while AI is great at creation, it struggles with strict constraints.</p> <p>At first, I tried simple requests like "Summarize this within 300 characters. Use a strong tone." The results were consistently over the limit, often hitting 400 or 600 characters. To fix this, I tried aggressive commands like "Stri

Evidence

Prompt engineering: How to fix instructions that AI ignores

Source