Summary

A GameFi product in Telegram with economy loops and anti-abuse controls designed for high concurrency.

Architecture

• •Telegram Mini App client -> API services on Node.js/Golang
• •Redis for hot state and anti-abuse counters
• •PostgreSQL for transactional data, async pipelines for background jobs

Challenge

• •Prevent exploit and bot-farm behavior in ranking flows
• •Keep gameplay and wallet operations consistent under high load
• •Preserve low latency for in-app actions

Implementation

• •Built anti-abuse controls and scoring safeguards around core economy operations
• •Split critical paths into isolated services and queue-backed workers
• •Added real-time metrics and log aggregation for fast incident response