Aegis-QA: Zero-Touch Security & Testing Swarm

Writing unit tests and conducting security audits are the most critical yet time-consuming tasks in software development. Developers spend countless hours writing repetitive boilerplate tests and hunting for edge-case vulnerabilities, draining productivity and delaying deployments. Enter Aegis-QA. Aegis-QA is an enterprise-grade, zero-touch testing and security swarm designed to automate this entirely. Built specifically for the IBM Bob Hackathon, this tool leverages a Multi-Agent architecture to process raw, untested code in seconds. Powered by the IBM watsonx.ai Granite-3-8b-instruct model, Aegis-QA spins up specialized AI nodes: an Edge-Case Auditor to hunt for vulnerabilities (like SQL injections or data leaks) and a Test-Weaver Agent to generate comprehensive, runnable PyTest suites. The entire backend integration, API routing, and Streamlit frontend architecture were iteratively designed and generated using the IBM Bob IDE (Code & Plan modes), proving the massive potential of AI-assisted development. Aegis-QA transforms hours of manual QA and security compliance work into a seamless, 10-second automated pipeline.