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CodeSage- AI Code Reviewer | Projects
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ai
code-review
llm

CodeSage- AI Code Reviewer

AI-powered code review system providing structured senior-engineer level feedback.

Role: AI Engineer
Duration: 1 Month
Team: 1
Source Code
Published
Jul 2025
Primary category
ai

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Overview

Automated AI code reviews providing structured and actionable feedback for developers.

Core Capabilities

  • Automated review scoring
  • Detailed code improvement suggestions
  • Integration with CI/CD pipelines

The Challenge

Developers lack structured and consistent feedback during code reviews.

The Solution

  • 1LLM-based review scoring
  • 2Structured prompts for evaluation

Key Features

Automated scoring
Feedback suggestions
CI/CD integration
Review dashboards

System Architecture

Server-side LLM pipeline, integrated CI/CD, Python backend

Key Learnings

  • LLM prompt engineering
  • Review automation

If I rebuilt this today

Future improvements include IDE plugins and inline suggestions.

Challenges Overcome

  • Ensuring accurate feedback
  • Maintaining context
  • Scalability

Links

Source, demo, and reference links.

Source Code

Technologies

Python
LLM

Project Work

If you need similar work, open the contact form with context about your stack and constraints.

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