Use case

Agent cost monitoring

Treat estimates as operational signals, not invoices, and keep unavailable catalog rates visibly unavailable.

Open studio

A controlled workflow

Track token categories and estimated cost beside each run.

  • Configure and publish an immutable agent version.
  • Run manually or on a supported schedule.
  • Inspect the resulting status, traces, tokens, estimated cost, and latency.

What stays human-controlled

People choose the model, instructions, repository scope, tools, trigger, and output contract. External write actions are outside the current product.