The $10B System Prompts Behind Cursor AI and Others Just Leaked…

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$10B System Prompts Behind Cursor AI and Others Just Leaked… In this video, we dive deep into the biggest leak in the AI dev space—internal system prompts of top tools like Cursor AI, Windsurf AI, and Manus have just been exposed. These system prompts are the core instructions that power how AI agents behave. After reviewing the leaks, it’s clear that Windsurf’s Cascade outperforms Cursor in several key areas like live browser preview, persistent memory, and background task execution. We also explore how the Cursor AI system prompt reveals its limitations, especially compared to Windsurf AI’s advanced orchestration.

???? Full leaked prompt repo:
https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools

We break down exactly how AI agents are structured and operate, using real examples from Manus system prompt files. From autonomous memory to modular execution environments, you’ll see how autonomous AI agents like Manus function like real virtual engineers. This is the ultimate AI agents tutorial for understanding the backend of modern tools. You’ll also learn how AI agents work, and what it really means to build AI agents using these prompt structures.

We also explain how to convert the leaked repo into LLM-readable formats so you can explore it yourself. Whether you’re interested in Cursor, Manus, or any other tool, this is your guide to the inner workings of today’s smartest AI assistants.

#cursorai #windsurfai #aiagents #manusleaked
Category
AI prompts
Tags
leaked prompts, llm prompt leak, cursor ai

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