# I built an AI-assisted, serverless web application called Memory Efficiency Trainer

> Source: <https://dev.to/sreekanthmm/i-built-an-ai-assisted-serverless-web-application-called-memory-efficiency-trainer-5deh>
> Published: 2026-06-14 00:51:28+00:00

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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