Humanapproval | Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering

A human approval becomes a single-use capability bound to one Claude Code operation, and the tool gateway rejects any replay after redemption

Treat Claude Code approval as a single-use capability

A human approval should authorize one exact Claude Code effect, not every retry that follows. Issue a single-use capability and record its redemption at the tool gateway.