Blinky

DebuggingCoding

What is Blinky?

Blinky is an open-source VSCode extension that functions as an AI debugging agent, using LLMs to identify and fix backend code errors. The system leverages VSCode's API, Language Server Protocol, and print statement debugging to analyze and fix bugs, featuring an interactive chat interface where developers can describe issues, specify reproduction steps, and provide feedback during the debugging process.

Features

Open-source AI debugging agent for VSCode

Uses LLMs to identify and fix backend code errors

Leverages VSCode API and Language Server Protocol

Triangulates bugs in real-world backend systems

Links

Website GitHub Discord

Pros and Cons of Blinky

Pros

Integrates directly into VSCode development environment seamlessly

Leverages Language Server Protocol for code navigation

Utilizes print debugging for detailed error analysis

Implements match-replace editing for precise code fixes

Provides real-time debugging feedback through VSCode interface

Cons

Limited to backend systems development currently

Requires manual reproduction steps for debugging process

Struggling with large-scale code edit operations

Blinky Use Cases

Automated backend error detection and troubleshooting

Efficient codebase navigation through LSP integration

Interactive debugging sessions within VSCode environment

Streamlined print statement debugging with LLM assistance

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