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Observability and Traceability in Cognitive Architectures: Monitoring MCP Flows in .NET

Year: 2026

Type: article

Abstract: The article discusses observability and traceability, considering MCP (Model Context Protocol) in .NET environments, highlighting their importance for understanding, auditing, and operational sustainability of these systems. It also presents fundamentals, instrumentation practices, and governance aspects, with examples in .NET and OpenTelemetry.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.19696278

Author: Sabbag Filho, Nagib

Institution: Universidade Paulista

Language: English

Topic: Software System Performance and Reliability

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7155217688

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