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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Kumaran Ramanujam

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Conference Jul 2026

Operationalizing Large Language Models for Automated Software Requirement Interpretation and Change Impact Analysis

In fast-evolving software systems, effective 'natural language requirements parsing' and downstream change effect analysis capability across a multitude of codes represents low-hanging-fruit in this regard. We present a structured framework to deploy Large Language Models (LLMs) for automating two essential software en...

Nithya Krishnan, Kumaran Ramanujam, Suresh Babu Narra et al. · 0 citations

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