Unverified50% confidenceDecision RuleExact time
For simple agents with few tool calls, the overhead of maintaining a sandbox may exceed the tokens saved; for complex agents that are multi-step and frequently interface with external APIs or read large documents, output sandboxing is almost a necessity for controlling costs and improving reliability.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedTool selection depends on application requirements, team experience, expected workload and data sensitivity; a small internal tool may need just one API endpoint, while a high-traffic application may need queues, retries, rate limiting and more complex deployment practices.64% similarUnverifiedFor early-stage products with varied tasks and unstable requirements, using general-purpose model APIs directly is more flexible and faster than specialized training.63% similar
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