The text discusses the integration of Axiom's Model Context Protocol (MCP) server into organizational event data management, emphasizing its benefits in debugging and system analysis. By granting agents direct access to event data, organizations can streamline the debugging process, allowing agents to test hypotheses, analyze data, and correlate information across different systems more efficiently than traditional methods. The use of Axiom’s APL query language enhances this capability, enabling quick and comprehensive data queries without the need for manual input, thus saving time during critical incidents. The text also highlights the importance of sending comprehensive event data to a centralized platform for better cross-functional insights, stressing that while agent access can improve system understanding and reliability, it requires robust access controls to ensure data security and compliance. Axiom’s role-based access control and auditing features are designed to provide this security, ensuring agents only access appropriate data. The ultimate aim is to enhance human intuition in debugging processes by handling the mechanical aspects of data correlation, leaving humans to focus on interpreting the results and making informed decisions.