Crypto has the nastiest version of this problem: an agent that passes Terminal-Bench can still blow up on a forked mainnet when Chainlink rounds go stale, MEV changes execution, or policy checks fail inside Safe. Bespoke is betting on environments as the scarce asset, and the training data backs that up: Endless Terminals moved Qwen2.5-7B from 10.7% to 53.3% on generated terminal tasks.

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