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Full-Stack · 2026

CognifyAI: AI Code Analysis Platform

Full-stack platform doing syntax validation, bug detection, security scanning, complexity analysis, optimization suggestions and automatic documentation, through a six-stage sequential analysis pipeline with real-time NDJSON streaming.

Architecture

  1. Code Input
  2. Syntax Check
  3. Bug & Security Scan
  4. Complexity
  5. Optimization
  6. Docs Generation

Tech stack

  • FastAPI
  • PostgreSQL
  • LangChain
  • React
  • TypeScript
  • Monaco Editor
  • Docker
  • Mistral
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