Instrumented observations and system effects are complementary
A Langfuse trace can organize LLM observations and application context. An AgentSight profile adds commands, processes, file access, network activity, and local resource behavior around the run.
Choose by the boundary you control
If you own the LLM application and need evaluation or prompt workflows, use application instrumentation. If you need to inspect an existing CLI or verify low-level effects, add AgentSight at the operating-system boundary.