Copilot Chat is an AI-powered conversational tool designed to assist developers in generating code using a test-driven development approach. It allows users to specify test cases that represent their coding intentions. Copilot Chat interacts with a large language model (LLM) to create, validate, and iteratively refine the code until it passes all test cases. This tool aims to simplify the coding process, reduce debugging time, and improve code quality by ensuring that generated code meets predefined test criteria.

SDLC Copilot is an AI-powered agent designed to streamline SDLC phases: from requirement gathering to deployment. It processes user inputs or imported project specifications, then leverages natural language processing to break down requirements into actionable tasks. It generates UML class and sequence diagrams, proposes architecture plans, scaffolds code modules in multiple languages, drafts API documentation, and auto-generates unit and integration test cases. It integrates with Git-based workflows, issue trackers, and CI/CD pipelines to continuously analyze changes, suggest improvements, and enforce coding standards. Developers can interact through a chat UI or CLI to refine outputs, ask for refactoring suggestions, or request performance optimization tips, making SDLC Copilot a central hub for project management and code quality assurance.