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AI agent eval suite: can AI write trustworthy test cases?
15 short requirements, two AI models, 3 runs each, and a rubric written before the first run. On points both models passed. With one gate ("fail if the answer states as fact something the requirement doesn't say"), only 5 and 3 of 15 cases passed. A human spot-check of the AI grader is included. Every score is public.
An alerts console for AI agents is such a high-stakes design surface, BEY. Making one incident readable at a glance against all that background noise is exactly where good product design earns its keep.
In security operations, every second matters. SentriGo is an AI-powered mobile app designed to help on-site guards detect, assess, and respond to potential threats in real time.
The experience follows a simple Scan, Classify, Alert workflow. Guards can capture a scene, receive AI-powered threat analysis with confidence scores and risk indicators, and connect with dispatch. A visual incident timeline keeps them informed about AI verification, incident status, and dispatcher responses.
A high-contrast dark interface, strategic color accents, large interactive elements, and clear hierarchy support fast decision-making in demanding environments.
Explore the project on Dribbble:
https://dribbble.com/shots/27820478-Mobile-App-Security-Guard-Assistant-App
The simple Scan, Classify, Alert workflow is perfect for guards under pressure. That high-contrast dark interface with the threat-level screen looks built for real field conditions.