Automated Code Correction is an open‐source Python script that uses GPT to scan your project’s build or execution error logs, extract relevant error messages, and formulate precise code corrections. Simply run the tool against your codebase; it sends errors to ChatGPT, receives corrected code snippets, and applies them back into your source files. It supports languages like Python, JavaScript, Java, and C++, enabling seamless integration into CI pipelines, developer workflows, and educational environments.

Blinky is an intelligent debugging assistant designed to enhance the software development process. Its core functionality includes real-time code analysis, bug detection, and suggesting immediate fixes to streamline the debugging workflow. By utilizing advanced AI techniques, Blinky not only surfaces potential errors but also offers contextual solutions, helping developers to learn and improve their coding practices. It integrates seamlessly with various development environments, making it a valuable tool for both novice and experienced programmers seeking to enhance their productivity.