Open access
2026
Cross-Repository Contract Testing and Change Impact Analysis in Microservice CI/CD: An Agentic AI Approach
The K11tech Microservice QA System is presented, a LangGraph-orchestrated agentic pipeline that extends CI/CD quality assurance to distributed microservice ecosystems and achieves 100% precision, recall, and F1 throughout.
Kavita A. Jadhav
· International Journal Of Eng... · 1 citation