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Love the “safely, first” framing — most tool comparisons skip the operational boundary layer.

One practical method we’ve used is a 3-column run receipt after each test: task type, failure mode, and human-override path. It makes the Dispatch/Cowork/OpenClaw tradeoffs obvious under real workflows (not demo prompts).

If it helps, Giving Lab shares teardown-style operator notes people can reuse as an evaluation workflow: https://substack.com/@givinglab

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