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ScaleFrogs — Software Engineering, Intelligent AutomationScaleFrogs — Software Engineering, Intelligent Automation
Manufacturing11 weeks2025Illustrative case study

A regional logistics operator

Rebuilt a dispatch platform that was falling over during peak delivery windows.

Result

p95 API latency

380ms

↓ from 4.1s

Peak-hour timeouts

0/day

↓ from ~40/day

Challenge

The existing dispatch system was a monolithic PHP app with no queueing — driver assignment ran synchronously in the request cycle and timed out under load during the evening delivery peak.

Approach

Rebuilt the assignment logic as an event-driven queue on Laravel Horizon, moved route optimization to a background worker, and added Redis-backed rate limiting on the driver-facing API.

Outcome

Dispatch requests that used to queue behind synchronous route calculation now return immediately, with assignment completing asynchronously in the background.

Stack

ElasticsearchGitHub Actions
CAPACITY OPEN FOR NEW PROJECTS

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