Episode Details

When one line — "Do not add additional questions" — fixed a problem that a dozen positive instructions couldn't, it revealed a fundamental truth about how LLMs process constraints. We break down the mechanism behind negative instructions, the debate between topic-based and grouped prompt ordering, and whether you should split your work across multiple agents or keep it in one monolithic prompt. If you've ever struggled with system prompts that drift, this episode is for you.