Add Fact0 to the stack you already use. Auto-instrument agent runs, capture audit events, and stream telemetry without writing boilerplate.
Auto-instrument chains, tools, and LLM calls via `Fact0CallbackHandler`.
Trace stateful, multi-step agent graphs with node-level spans.
Capture retrieval and LLM telemetry from LlamaIndex query engines.
One execution per crew run, one span per agent task.
Trace multi-agent conversations and `GroupChat` rounds.
Wrap `agent.run()` with execution + tool-call telemetry.
Capture role-playing societies turn by turn.
Wrap `Runner` to record tool calls and handoffs as spans.
Emit spans from `before_model` / `after_tool` callbacks.
TypeScript-native agents with `@fact0/sdk`.
Audit AI route handlers and stream LLM telemetry.
Trace `ChatChain` phases for software-engineering crews.