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Blinky is an open-source AI debugging agent integrated into Visual Studio Code (VSCode). It leverages Large Language Models (LLMs) to help developers identify and fix backend code errors efficiently. By utilizing the VSCode API, Language Server Protocol (LSP), and print statement debugging, Blinky triangulates and addresses bugs in real-world backend systems. The agent operates through an interactive chat interface within VSCode, allowing developers to describe issues, specify reproduction steps, and provide feedback during the debugging process. Inspired by SWE-agent, Blinky aims to enhance the debugging experience by automating error detection and correction.

Blinky: AI Debugging Agent

blinky-ai-debugging-agent

An open-source AI debugging agent for VSCode that uses LLMs to identify and fix backend code errors.

Pydantic is a robust data validation and settings management library for Python that leverages type hints to define and validate data structures. By integrating seamlessly with Python's type annotations, Pydantic enables developers to define data schemas clearly and validate data efficiently. It supports complex nested data structures, custom data types, and integrates well with IDEs and static analysis tools, enhancing code reliability and maintainability. Pydantic is widely adopted in various industries and serves as the data backbone for frameworks like FastAPI.

Pydantic

pydantic

A Python library that provides data validation and settings management using Python type annotations.