It’s a stateful, client-side cognitive training app built using a rapid-prototyping AI framework. The frontend handles real-time state management for sequence generation, masking, and input validation, providing instant asynchronous feedback to the user.
The entire application is containerized and deployed on Google Cloud Run (asia-southeast1), leveraging a fully managed, auto-scaling serverless architecture to ensure minimal latency and zero infrastructure overhead.
Please note: This is an early-stage, proof-of-concept prototype built in a single session. The core mechanics are fully functional, but the focus was entirely on rapid deployment rather than production-grade perfection."
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source & further reading
dev.to — original article
Building Resilient Multi-Agent Systems
Scaling AI Code Review to 99.9% Uptime Across Regions
Using the System Prompt / Preferences Field