most citedThe Rise of Agentic Testing: Multi-Agent Systems for Robust Software Quality Assurance

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cs.SE2026

The Code Whisperer: LLM and Graph-Based AI for Smell and Vulnerability Resolution

Mohammad Baqar, Raji Rustamov, Alexander Hughes

Code smells and software vulnerabilities both increase maintenance cost, yet they are often handled by separate tools that miss structural context and produce noisy warnings. This…

cs.SE20261 cited

The Rise of Agentic Testing: Multi-Agent Systems for Robust Software Quality Assurance

Saba Naqvi, Mohammad Baqar, Nawaz Ali Mohammad

Software testing has progressed toward intelligent automation, yet current AI-based test generators still suffer from static, single-shot outputs that frequently produce invalid, r…

cs.SE2025

RAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub Data

Mohammad Baqar

Modern software teams frequently encounter delays in resolving recurring or related issues due to fragmented knowledge scattered across JIRA tickets, developer discussions, and Git…

cs.SE2025

Breaking Barriers in Software Testing: The Power of AI-Driven Automation

Saba Naqvi, Mohammad Baqar

Software testing remains critical for ensuring reliability, yet traditional approaches are slow, costly, and prone to gaps in coverage. This paper presents an AI-driven framework t…

cs.SE2025

AI-Augmented CI/CD Pipelines: From Code Commit to Production with Autonomous Decisions

Mohammad Baqar, Saba Naqvi, Rajat Khanda

Modern software delivery has accelerated from quarterly releases to multiple deployments per day. While CI/CD tooling has matured, human decision points interpreting flaky tests, c…

cs.SE2025

Self-Healing Software Systems: Lessons from Nature, Powered by AI

Mohammad Baqar, Rajat Khanda, Saba Naqvi

As modern software systems grow in complexity and scale, their ability to autonomously detect, diagnose, and recover from failures becomes increasingly vital. Drawing inspiration f…