QA-AutoSuite

Enterprise engineering teams waste thousands of hours writing boilerplate tests instead of shipping features. QA-AutoSuite solves this by providing a unified, AI-powered QA automation agent that natively understands complex business logic across multiple languages, including Java Spring Boot, Node.js Express, and Python FastAPI. Powered by the IBM watsonx Granite model, QA-AutoSuite doesn't just read syntax—it analyzes deep backend logic like JWT authentication, role-based access control, and Luhn algorithm fraud detection to automatically generate comprehensive edge-case test suites. We engineered this platform to integrate seamlessly into every stage of the modern Software Development Life Cycle (SDLC): The Local IDE: A custom VS Code extension allows developers to generate deep test coverage with a single right-click context menu. The CI/CD Pipeline: A custom GitHub Actions workflow acts as an automated safety net, scanning for missing tests before code is ever allowed to merge. Enterprise Orchestration: Wrapped in an Express REST API and a standard OpenAPI 3.0 specification, the engine is instantly deployable as an autonomous AI agent inside Microsoft Teams via IBM watsonx Orchestrate. Finally, the entire architecture is fully containerized using Docker and DevContainers, ensuring instant reproducibility and secure, isolated execution. QA-AutoSuite turns the costly burden of QA into a streamlined, polyglot, and highly automated enterprise asset.