Building an Open-Source Claude Code-Style Agent in Python (blog.wiseprobe.io)

A new open-source Python-based coding assistant named PatchPal has been released, designed to emulate the capabilities of existing LLM coding agents like Claude Code and Codex while maintaining simplicity and transparency. PatchPal allows developers to build, debug, and modify software, automate tasks, and conduct data analysis and visualization with a lean toolset. Its architecture supports both local and cloud-based large language models (LLMs), including those from Anthropic and OpenAI, enabling versatile usage while catering to user permissions and safety protocols. PatchPal's significance lies in its focus on accessibility and customization within the AI/ML community, allowing users to easily create and integrate their own tools and skills through simple Python functions. The agent's permission-based interaction model guides users in executing code, ensuring safety while enhancing productivity. With features like automatic discovery for custom tools, conversational interaction, and robust API support, PatchPal provides developers with a powerful platform to streamline coding workflows and adapt the assistant to their specific needs. Its lean implementation helps to mitigate the complexities often associated with larger frameworks, making it an attractive option for both enthusiasts and professionals alike.