Agent Structured Logging

Why it matters

Structured logs enable correlation. JSON with IDs is standard.

The architecture

JSON logs.

Trace-id + tenant + user.

Ship to log store.

How it works end to end

JSON logs.

Loki, Elastic.

Trace-id correlation.