Computer sessions

A standalone Computer surface at computer.kaer.ai — a real machine the operator can drive directly. Plus a security review and accessibility pass across the dashboard.

• NewStandalone Computer surface at computer.kaer.ai
• NewReal browser, shell and filesystem in every Computer session
• ImprovedFull screen-reader support across every dialog
• ImprovedClearer loading states across the dashboard
• ImprovedMore accurate billing across all credit deductions
• ImprovedMore resilient dashboard — pages recover gracefully from errors
• SecurityTightened security headers and request rate limits across public endpoints