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April 24, 20260 citationsOpen Access

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

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NFNagib Sabbag Filho

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 (2026) studied this question.

synapsesocial.com/papers/69eb0bfa553a5433e34b568dhttps://doi.org/10.5281/zenodo.19696279
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