theCodeSherpa is an innovative AI-assisted development tool designed to enhance project memory for developers. By learning and retaining knowledge about a codebase, theCodeSherpa allows developers to streamline their interactions with AI, minimizing the need to repeatedly explain project details. This tool is particularly beneficial for software teams and individual developers who work with complex codebases, whether created by themselves, their teams, or generated by AI. With features like function intelligence, which analyzes the purpose, inputs, outputs, dependencies, and risks of each function, theCodeSherpa transforms raw code into organized project knowledge. Additionally, it groups related functions into meaningful system capabilities, providing a clearer understanding of the software architecture. The project memory feature ensures that as the codebase evolves, the AI retains structured knowledge, allowing developers to generate optimized AI prompts and receive actionable insights without starting from scratch. Furthermore, theCodeSherpa tracks project progress and health indicators, guiding developers toward the next logical milestones in their projects. This progressive understanding makes it easier for teams to manage larger projects with confidence, reducing the time spent on context re-explanation and enabling more effective problem-solving.