Smart Code Review Widget
Education-Europe-Widget
Problem to Solve
An international online education company faced a significant operational bottleneck: mentors were spending a disproportionate amount of time manually reviewing students’ coding assignments. Despite multiple attempts to optimize internal workflows and redistribute responsibilities, the process remained inefficient, time-consuming, and highly dependent on human effort. This not only slowed down course delivery but also reduced overall mentor productivity and satisfaction.
Our Solution
The orionic AI team designed and implemented an intelligent Chrome extension that automates the code review process. The widget integrates seamlessly with the client’s existing Git-based homework submission system and performs real-time analysis of student code. Using advanced natural language processing and code understanding models, the extension automatically generates review comments, highlights potential improvements, and suggests precise locations in the code where feedback should be applied. Mentors retain full control — they can validate, edit, or publish the AI-generated comments with a single click. The entire solution was carefully deployed within the customer’s existing server infrastructure, including: a robust error-detection and monitoring system, Secure API integration, comprehensive user documentation and training materials to ensure smooth adoption.
Results & Effects
The deployment of the Smart Code Review Widget led to a remarkable 80% reduction in review time, translating into an approximate 70% decrease in operational costs associated with homework evaluation. Beyond measurable efficiency gains, the solution significantly improved the mentors’ working experience by automating one of their most repetitive and stressful tasks. This freed up time for higher-value activities such as personalized student support and curriculum improvement.