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 Hands-Free Control: latency wins and smoother command flow
What changed in the voice stack and why it feels instant now.
Read release notesHuman Friend mode: designed for sensitive, high-stakes work
Why we are adding real human conversation and what it will unlock.
Read previewWhy local-first AI operators matter in 2026
The design principles behind Shadowhand's control layer.
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