#Observability

A successful response can hide a broken execution. Following the trace to find what the final answer doesn’t tell you.

A Laravel AI agent can do a lot between receiving a prompt and returning an answer. It might call a model several times, run tools, delegate to a sub-agent, and switch providers after a failure.