AgentShield – Real-time monitoring for AI agents in production
Enterprise risk service, but legal liability isn't solved by monitoring dashboards alone.
LLM-powered YouTube brainrot detector. Monitors your TV, warns over Sonos, and turns it off if your kid doesn't stop watching garbage.
LLM classifies YouTube content and kills power via WebOS if kids don't switch.
Parents with PS5, Sonos soundbar, and LG WebOS TV
Bark · Qustodio · Circle Home Plus
Enterprise risk service, but legal liability isn't solved by monitoring dashboards alone.
Monitoring AI agent decisions for liability, but insurance model unclear and market unproven.
Telegram-gated YouTube for kids, but requires DNS blocking to truly work.
One-line monitoring for agents; drift + security scanning matter for production, but early MVP.
Parent approval via Telegram beats YouTube's blunt parental controls entirely.
Error registry catches stuck agent loops before they waste hours of compute.