Case Study: Hiyield cuts bug resolution time from hours to minutes with Marker.io

Hiyield cuts bug-to-PR time from hours to minutes with Marker.io

Hiyield, a software development company, faced a chaotic and inefficient bug reporting process. Clients would send vague emails, forcing project managers and developers to spend excessive time chasing details and investigating instead of fixing issues.

The solution involved implementing Marker.io's visual feedback tool and its new MCP server. By connecting this to an AI coding agent, the system automatically captured full context like browser data and screenshots when clients reported bugs. This allowed the AI to attempt fixes and create pull requests within minutes. As a result, Marker.io helped reduce time spent on small bug fixes from about 30 minutes to just 2 minutes for review, slashing the overall bug-to-PR time from hours to minutes.

Hiyield