B2B SaaS Performance Rescue

FinTech

Fixed critical timeout errors in an AI-generated codebase, allowing the startup to onboard enterprise clients.

Timeouts
Eliminated
Users Scaled
50 → 500+
Migration Path
Replit AgentOptimized Codebase

The Problem

An AI agent built the MVP, but it created recursive API calls that timed out whenever a user uploaded a file larger than 5MB.

The Fix

We refactored the file processing logic to use background jobs (BullMQ) instead of synchronous processing, completely eliminating timeouts.

Outcome

The client successfully closed a deal with a Fortune 500 company knowing their platform was stable.

Ready for similar results?

Get a free architecture review and see how we can help.