hyperSprint 2026 Winner · 2026
GitHub Commit Explorer.
Natural-language Git explorer parsing natural queries into deep commit analytics with parallelized API fetches.
Production Artifact
GitHub Commit Explorer
Natural-language Git explorer parsing natural queries into deep commit analytics with parallelized API fetches.
Architecture & Design.
An award-winning developer tool that converts plain English developer questions like 'github repo facebook/react commits last month' into instant visual commit graphs, repository insights, and contributor heatmaps.
The Engineering Problem
GitHub REST API rate limits and sporadic calendar endpoint throttling caused sluggish searches and broken contribution graphs.
The Implementation
Engineered parallelized async fetching for commits, repository metadata, and contribution calendars with automatic failover to a secondary calendar cache provider.
Verified Outcomes.
Won 1st Prize at hyperSprint 2026 (hyperDart hackathon hosted at JIIT) for its intuitive natural language interface and zero-latency visual exploration.