AgentOps - Enabling Observability of LLM Agents

Capture

arXiv paper proposing AgentOps as an observability-oriented operations paradigm for LLM agents.

Glossary Gap Coverage

• AgentOps
• Agentic AI
• Execution Provenance
• Monitoring
• Observability
• Runtime Containment

Security Relevance

The paper argues that autonomous and non-deterministic agent behavior requires lifecycle tracing, monitoring, logging, and analytics. This directly supports the security interpretation of AgentOps as a control layer rather than only a developer productivity practice.

Notes

• Preprint; use with trust_tier: preprint during ingest.