MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202641085240 A) filed by Cmr Technical Campus; Cmr College Of Engineering & Technology; and Cmr Institute Of Technology on July 11, 2026, for Self-Evolving Microservices Architecture With Autonomous Dependency Refactoring Using Reinforcement Learning-Based Code Transformation Agents.
Inventors include G. Vinesh Shankar; G. Pavan Kumar Reddy; Mrs. K. Prashanthi; Mrs. Sri Hemalatha; Alagumuthu Krishnan S; and T. Pratyusha.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to a system (100) and method for enabling self-evolving microservices architectures through autonomous dependency refactoring using reinforcement learning-based code transformation agents. The system (100) comprises a memory (102), a processor (104), a communication module (106), a dependency analysis module (108), a runtime observation module (110), a reinforcement learning engine (112), a code transformation agent module (114), an architectural validation module (116), a deployment orchestration module (118), and a continuous feedback module (120). The processor (104) continuously analyzes inter- service dependencies, runtime metrics, and architectural states to generate adaptive transformation policies. The code transformation agent module (114) autonomously performs refactoring actions, while the architectural validation module (116) verifies compliance with operational constraints prior to deployment. The invention enables continuous architectural evolution, improved scalability, enhanced resilience, reduced technical debt, and optimized resource utilization in distributed cloud-native computing environments.
Disclaimer: Curated by HT Syndication.
