⚡ Automated Grading Cloud Control

Cloudflare Pages Remote Gateway

Tunnel URL:
Awaiting Stream...
Live Stream Offline

Grading Output & Status UNKNOWN

Connect your Cloudflare Tunnel URL above to start receiving live telemetry data.

Engine Controls

Engine Mode
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Lens Focus
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Live Sharpness
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Captured Clarity
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📥 MQTT INBOUND LOG (school/grader/input) 
Awaiting input stream...
📤 MQTT OUTBOUND LOG (school/grader/output) 
Awaiting output stream...