2 papers
cs.SE2026
Trust-Aware Multi-Agent Traceability: Confidence-Calibrated Knowledge Graphs for Consistent Software Artifact Management
Mohamed Essam, Kareem Wael, Azza Hassan +4
Multi-agent AI systems are increasingly used to automate software engineering tasks including requirements analysis, architecture design, test generation, and traceability linking.…
cs.SE2026
Cluster-Aware Dual-Level Test Specification Generation for Large-Scale Automotive Software Requirements
Hazem Ayman, Menna Sedik, Kareem Mostafa +3
Generating test specifications that satisfy Automotive SPICE SWE.6 requirements becomes increasingly challenging and time-consuming as projects scale to thousands of requirements.…