We shipped four updates to Claude Managed Agents this week. First, you can now s
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We shipped four updates to Claude Managed Agents this week. First, you can now set a budget for sessions to keep spend predictable. Sessions that hit the limit pause with a budget_reached event, you can raise the budget to resume.
Context
A session budget gives a Claude Managed Agents session a hard dollar ceiling, and reaching it pauses the work instead of ending it. Anthropic announced on August 7 that sessions hitting the limit stop with a `budget_reached` event and resume when the budget is raised. Managed Agents runs Claude as a long-running in a hosted , where one task can involve many model requests, web searches and hours of running time.
The current budget documentation explains what is counted. The platform prices model at each model's list price, web searches at $10 per 1,000 and session running time at $0.08 per hour. That total is list cost, not the customer's contracted price, so an organization with negotiated discounts may be billed less than the cap. The check happens before each model request. A request already admitted runs to completion, along with the tool calls in its response, so the final total can land slightly past the cap; the documentation's example is a 50-cent budget pausing at 53 cents.
A paused session keeps its history and sandbox. While paused it accepts only events that settle work already in progress, such as tool results, and rejects new user messages. Raising or removing the budget resumes the paused work automatically, but removal is one-way: a session whose budget has been removed cannot be given a new one. A budget can only be attached when a session is created, so the cap has to be chosen before the agent starts.
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
- sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
- token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
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