CodePulse — AI-Powered Code Analysis Engine

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A sophisticated Python code analysis tool that provides real-time insights into code complexity, quality metrics, and code smells using Abstract Syntax Tree (AST) parsing.

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Technology Stack

Python 3.11Flask 3.0SQLAlchemyAST ParserDockerCI/CD

Key Features

  • AST-Based Parsing — Parses Python source into an Abstract Syntax Tree for accurate structural analysis
  • Cyclomatic Complexity — Counts branches to compute per-function and overall complexity scores
  • Halstead Metrics — Quantifies code volume, difficulty, effort, estimated bugs, and development time
  • Maintainability Index — Composite score (0-100) using the Microsoft variant formula
  • Code Smell Detection — Detects long functions, deep nesting, god classes, duplicate code, and more
  • Letter Grading — Assigns A-F grade based on maintainability, complexity, and smell count
  • Analysis History — Persists every analysis to SQLite with aggregate statistics
  • REST API — Full JSON API for programmatic access to all analysis features

About This Project

Fully open source (MIT License), containerized with Docker, and includes a CI/CD pipeline via GitHub Actions. Demonstrates production-grade Python development with comprehensive test coverage, clean architecture, and professional deployment.

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