Next steps

The largest free win on this page: setup, lifetimes, and diagnostics.

Trade intelligence for latency and cost within a single model.

Evaluate capability, speed, and cost across the Claude model family.

Give agent loops a token countdown they self-regulate against.

Put a hard dollar cap on a Managed Agents session.

See current per-token pricing for every Claude model.

Apply these levers one at a time to a working agent in a runnable notebook, with cost per task after each step.

Watch a walkthrough of the advisor and orchestrator patterns.