Designing safe automations for high-stakes workflows
A practical checklist for building automations that respect human oversight.
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Operator playbooks, product releases, and strategy notes.
Shadowhand Voice: hands-free updates and latency wins
What changed in the voice stack and why it feels instant now.
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The design principles behind Shadowhand's control layer.
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