cwcode: A Native Golang Programming Agent Optimized for Deepseek V4 Pro
English summary
cwcode is a programming intelligent agent built natively in Go and optimized for Deepseek V4 Pro. It features a specialized file-edit hash caching mechanism that achieves over 95% cache hit rate on the model. The agent allows users to adjust the reasoning effort between High and Max modes. Sub-agents support persistent memory and integrate an embedding model for semantic searching, enabling Remember/Recall functionality.
Chinese summary
cwcode 是一个采用原生 Golang 构建的编程智能体，针对 Deepseek V4 Pro 进行了优化。它通过特殊的文件编辑哈希缓存机制，在 Deepseek V4 Pro 上实现超过 95% 的缓存命中率。该智能体支持在 High 和 Max 之间调节推理力度。子代理具备持久记忆，并集成了嵌入模型用于语义搜索，实现记忆与回忆功能。
Key points
cwcode is a native Go programming agent optimized for Deepseek V4 Pro.
cwcode 是一个针对 Deepseek V4 Pro 优化的原生 Go 编程智能体。
Specialized file-edit hash caching provides >95% cache hit rate on Deepseek V4 Pro.
通过文件编辑哈希缓存，在 Deepseek V4 Pro 上实现超 95% 的缓存命中率。
Reasoning effort can be adjusted between High and Max modes.
推理力度可在 High 和 Max 模式间调节。
Sub-agents feature persistent memory and embedding-based semantic search.
子代理具备持久记忆和基于嵌入的语义搜索。