Author

Sandeep Reddy Peddi

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Conference Aug 2026

Hidden Coordination Costs in Multi-Agent AI Systems: A Comparative Study of Communication Efficiency Across LangGraph, CrewAI, and OpenAI Agents

Artificial Intelligence systems that operate with multiple agents are increasingly being used to address workflows that are complex and distributed but the performance of multi-agent systems is often limited by the fact that the underlying communication overheads can be hidden instead of performance limits. The paper i...

Shania Rasheed Nalagath, Ankur Gupta, Sandeep Reddy Peddi et al. · International Conference on... · 0 citations

Conference Aug 2026

Reconceptualizing Observability for Agentic AI Systems: A Trace-Centric Architecture for Interpreting Non-Deterministic Workflow Behavior

The more typical feature of agentic AI systems is dynamic, multistep workflows where autonomous components plan, reason, and communicate with external tools and data sources in a series of iterations. Such flexibility increases capability but also brings nondeterminism which is inherent and where the same inputs can re...

Ankur Gupta, Karan Gupta, Divyakumar Deepak Savla et al. · International Conference on... · 0 citations