4 papers
Service Health Engineering for Distributed Systems
Siva Rama Krishna Varma Bayyavarapu
Distributed systems support many critical business workflows, but service health is often judged through component dashboards rather than through end-to-end user outcomes. This art…
AINTMA: Agentic AI Architecture for Autonomous Test Management with Generative Intelligence, Secure Cloud Communication and Adaptive Quality Analytics
Vinil Pasupuleti, Shyalendar Reddy Allala, Siva Rama Krishna Varma Bayyavarapu +2
Modern software quality assurance demands intelligent, autonomous systems capable of adaptive decision-making across distributed cloud environments. This paper presents AINTMA (Age…
Autonomous Intelligent Agents for Natural-Language-Driven Web Execution with Integrated Security Assurance
Vinil Pasupuleti, Siva Rama Krishna Varma Bayyavarapu, Shrey Tyagi
Modern web test suites rot. A UI refactor breaks locators, a timing change causes race conditions, and within weeks developers abandon the suite entirely. This paper presents an AI…
Safe and Policy-Compliant Multi-Agent Orchestration for Enterprise AI
Vinil Pasupuleti, Shyalendar Reddy Allala, Siva Rama Krishna Varma Bayyavarapu +1
Enterprise AI systems increasingly deploy multiple intelligent agents across mission-critical workflows that must satisfy hard policy constraints, bounded risk exposure, and compre…