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Documentation Index

Fetch the complete documentation index at: https://docs.cf0.ai/llms.txt

Use this file to discover all available pages before exploring further.

Every Lab turn is fully traced. When you ask a question, cf0 captures the system prompt, the tools called, the model inputs and outputs, the tool execution results, and what was rendered. Traces surface inside the product via the in-app Trace panel and export with the audit trail.

What’s traced, per turn

  • System prompt — the framing cf0 gives the model
  • Tool definitions — which tools were available
  • Tool calls — which tools the model invoked, with arguments
  • Tool results — what each call returned, with byte size for context-bloat detection
  • Model inputs and outputs — every token in, every token out
  • Render output — what was streamed to the chat UI

Per-agent metrics

cf0 tracks per-agent token usage, tool latency, and rate-limit events. Optimisation decisions are data-driven, not anecdotal.

What a trace looks like

A single Lab turn captures the tools the model could see, the calls it made, and the bytes each call returned. Conceptually, for a DCF turn:
CapturedExample
Threadnvda-q3-readthrough · turn 4
Tools calledFilings (10-K, Item 7 MD&A) · Consensus (FY26–FY28 revenue) · DCF template (3-stage growth)
Output renderedBear / Base / Bull fair-value cards · Sensitivity tornado
Captured per callLatency, byte size, input arguments, result summary
Audit chainEvery figure on screen walks back to one specific tool call
Every figure that ended up on screen can be walked back to one specific tool call — the MD&A passage to the filings call, the forward projections to the consensus call, the fair-value math to the DCF template. That’s the audit chain.

What you can do with it

  • As an analyst — open the Trace panel from any thread to see exactly what the model read before it answered.
  • As an org admin — review per-member token usage and tool patterns on the Dashboard.
  • In an audit — pair traces with the audit trail export for a turn-by-turn record of how an output was produced.
Last modified on May 19, 2026