Sous-Chef,一款Claude Code插件:Fable负责审查,Codex负责实现
Sous-Chef是一款面向Claude Code的插件,它引入了一种创新的开发协作模式:由Anthropic的Fable负责代码审查与质量把控,而OpenAI的Codex则承担代码实现与执行任务。这种将审查与实现分离的设计,旨在提升AI辅助编程的代码质量和开发效率。
Sous-Chef是一款面向Claude Code的插件,它引入了一种创新的开发协作模式:由Anthropic的Fable负责代码审查与质量把控,而OpenAI的Codex则承担代码实现与执行任务。这种将审查与实现分离的设计,旨在提升AI辅助编程的代码质量和开发效率。
Newer Claude models sometimes invent extra keys in tool call arguments, breaking validation in Pi's edit tool. The author suspects post-training for Claude Code's forgiving harness makes alternative schemas fail. This suggests closed RL training can degrade general tool-use reliability.
The article argues that Claude for Mac is an Electron app because its lead developer, Felix Rieseberg, is a former Microsoft engineer known for porting Slack to Electron and has a professional history strongly tied to the Electron framework.
Simon Willison released llm-coding-agent 0.1a0, an experimental coding agent built on his LLM library. The agent provides tools for reading, editing, searching files and executing commands, and ships with a Python API and CLI. It was developed using Claude Code (Fable 5) via TDD with a spec-first approach, and is available as a slop-alpha on PyPI.
Truth Social remains an outlet primarily for Trump's own posts, while other administration officials continue using X. The platform functions as a blog-like channel for Trump's messages rather than a genuine social network competitor.