AI Engineering

Context Engineering for AI Agents - Draft

Notes and insights on context engineering for AI agents, including KV cache optimization and attention manipulation techniques.

Context Engineering for AI Agents

Source: https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

上下文工程tips:

• 围绕KV缓存设计

• 屏蔽而非移除工具

• 将文件系统作为上下文

• 通过背诵操纵注意力

• 保留错误信息

• 避免过度依赖少样本提示

Era-of-Experience

https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf