AI-Driven Production Support: Applying Large Language Models and Model Context Protocol to Distributed Systems Diagnostics

Authors

  • Makarand Gujarathi

Keywords:

Large Language Models, Model Context Protocol, Production Support Automation, Distributed Systems Diagnostics, Observability

Abstract

Modern distributed microservices architectures make it difficult to perform post-mortem analysis

References

Sam Newman, “Building Microservices, 2nd Edition,” O'Reilly Media, 2021. [Online]. Available: https://www.oreilly.com/library/view/building-microservices-2nd/9781492034018/

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Published

2026-02-17

How to Cite

Makarand Gujarathi. (2026). AI-Driven Production Support: Applying Large Language Models and Model Context Protocol to Distributed Systems Diagnostics . Journal of Computational Analysis and Applications (JoCAAA), 35(2), 98–106. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4908

Issue

Vol. 35 No. 2 (2026): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.