Preparing codebases for the native React Compiler typically requires tedious local CLI installations and manual AST checks. Developers needed a zero-install, cloud-hosted platform that instantly analyzes GitHub repositories on the fly and generates atomic, ready-to-use AI prompts for rapid IDE refinement.
Programmatic AST Engine: Bypassed brittle terminal/CLI scraping by deeply integrating the react-doctor programmatic API into a custom Node.js backend for resilient, memory-to-memory Abstract Syntax Tree (AST) analysis.
Prevented out-of-memory container crashes during heavy repository scans by strictly insulating the execution engine with V8 heap allocation limits (--max-old-space-size).
Implemented fail-fast network timeout safeguards during the git cloning phase to prevent hanging processes caused by routing drops.
Utilized the GitHub REST API to gauge repository scale dynamically. This defensive gatekeeping prevents massive codebases from overloading the backend by dropping them before the cloning sequence even executes.
Secured backend telemetry and critical execution endpoints against automated abuse using Upstash Redis sliding-window rate limiting.
Engineered a split-stack architecture, utilizing Vercel for the highly responsive Next.js frontend while isolating the compute-heavy AST processing engine in a dedicated Node.js container on Render.
Built a professional, multi-page diagnostic report exporter using @react-pdf/renderer that runs entirely on the client side, completely eliminating expensive backend rendering costs.
Integrated the Web3Forms API to route asynchronous, user-generated bug reports securely without exposing private endpoints.
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GET IN TOUCHThe architecture of Scan-React, utilizing decoupled cloud architecture for frontend and backend execution containers.


Device Responsive Interface

Scanning Architechture Pipeline

Analysis Engine Breakdown as Loader

Scan Result Dashboard

Issues in proper Details with Copyable AI Prompt

Dynamic Bug Report From (Web3)
Let's turn your vision into a production-ready reality. Scalable code, clean architecture, and the tech to make it happen for the greater good.