The Production Agent Prompt Bank: 10 Strict System Prompts & Schema Shields That Stop LLM Drift

Описание и применение

<h1> The Production Agent Prompt Bank: 10 Strict System Prompts &amp; Schema Shields That Stop LLM Drift </h1> <p>If you have tried integrating autonomous LLM agents (Claude Code, Cursor, Windsurf, Hermes Agent, or custom LangChain/LlamaIndex loops) into authentic engineering pipelines, you know the single most frustrating moment:</p> <p>Your agent announces:</p> <blockquote> <p><em>"I'm happy to help! Here is the JSON output you requested..."</em></p> </blockquote> <p>And your downstream parser instantly explodes with:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight p

Задача

<h1> The Production Agent Prompt Bank: 10 Strict System Prompts &amp; Schema Shields That Stop LLM Drift </h1> <p>If you have tried integrating autonomous LLM agents (Claude Code, Cursor, Windsurf, Hermes Agent, or custom LangChain/LlamaIndex loops) into authentic engineering pipelines, you know the single most frustrating moment:</p> <p>Your agent announces:</p> <blockquote> <p><em>"I'm happy to help! Here is the JSON output you requested..."</em></p> </blockquote> <p>And your downstream parser instantly explodes with:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight p

Результат

<h1> The Production Agent Prompt Bank: 10 Strict System Prompts &amp; Schema Shields That Stop LLM Drift </h1> <p>If you have tried integrating autonomous LLM agents (Claude Code, Cursor, Windsurf, Hermes Agent, or custom LangChain/LlamaIndex loops) into authentic engineering pipelines, you know the single most frustrating moment:</p> <p>Your agent announces:</p> <blockquote> <p><em>"I'm happy to help! Here is the JSON output you requested..."</em></p> </blockquote> <p>And your downstream parser instantly explodes with:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight p

Доказательства

The Production Agent Prompt Bank: 10 Strict System Prompts & Schema Shields That Stop LLM Drift

Источник