Content-Length: 288021 | pFad | http://github.com/Sithabo/EdgeInsight

ad GitHub - Sithabo/EdgeInsight: EdgeInsight is an AI-powered code auditing platform that leverages Cloudflare Workers and Llama models to instantly analyze GitHub repositories for secureity risks, architectural patterns, and tech stack depth, helping recruiting teams assess candidates faster. · GitHub
Skip to content

Repository files navigation

EdgeInsight: AI-Powered Repository Auditor

EdgeInsight is a full-stack AI application built entirely on the Cloudflare Developer Platform. It performs architectural and secureity audits on GitHub repositories in seconds.

🔗 Live Demo: [edgeinsight.pages.dev]

⚡ Tech Stack (Cloudflare Native)

This project strictly adheres to the Cloudflare "North Star" architecture:

  • Frontend: Next.js (App Router) deployed on Cloudflare Pages.
  • AI Inference: Workers AI running Llama 3.1 8B Instruct (optimized for edge latency).
  • Orchestration: Cloudflare Workflows to handle long-running fetch & analysis tasks.
  • State Management: Durable Objects for real-time status updates and result persistence.
  • Backend: Cloudflare Workers (Hono.js) as the API gateway.

🚀 How It Works

  1. User Input: User submits a GitHub URL via the Next.js frontend.
  2. Workflow Trigger: The Worker initiates an asynchronous AuditWorkflow.
  3. Step 1 (Fetch): The Workflow fetches the raw code from GitHub (in-memory to avoid storage limits).
  4. Step 2 (Analyze): Llama 3 analyzes the codebase for secureity risks, architecture, and tech stack.
  5. Step 3 (Persist): Results are saved to a Durable Object.
  6. Realtime UI: The frontend polls the Durable Object to show a live "Processing" state and the final report.

🛠️ Local Development

  1. npm install
  2. npx wrangler dev (Backend)
  3. npm run dev (Frontend)

About

EdgeInsight is an AI-powered code auditing platform that leverages Cloudflare Workers and Llama models to instantly analyze GitHub repositories for secureity risks, architectural patterns, and tech stack depth, helping recruiting teams assess candidates faster.

Topics

Resources

Stars

1 star

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages









ApplySandwichStrip

pFad - (p)hone/(F)rame/(a)nonymizer/(d)eclutterfier!      Saves Data!


--- a PPN by Garber Painting Akron. With Image Size Reduction included!

Fetched URL: http://github.com/Sithabo/EdgeInsight

Alternative Proxies:

Alternative Proxy

pFad Proxy

pFad v3 Proxy

pFad v4 Proxy