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April 24, 2026Open Access

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

Key Points

The article aims to explore the concepts of observability and traceability within cognitive architectures, specifically focusing on MCP flows in .NET.
Discusses fundamentals of observability and traceability
Examines instrumentation practices and governance aspects
Provides examples using .NET and OpenTelemetry
Highlights the importance of observability and traceability for understanding and auditing systems
Demonstrates instrumentation practices that support operational sustainability
Illustrates governance aspects relevant to cognitive architectures

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.

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Cite This Study

Nagib Sabbag Filho (Mon,) studied this question.

synapsesocial.com/papers/69eb0bfa553a5433e34b568d https://doi.org/https://doi.org/10.5281/zenodo.19696279

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