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AI Code Review Agent

TejaswiniAleti - PeerSpot reviewer
Member Technical at ADP
50 people affected
1 people managed
0 month project

Project Description

Developed an AI-powered Code Review Agent that performs comprehensive pull request (PR) reviews across multiple programming languages, including Java, PL/SQL, Angular (TypeScript), and Python. The agent analyzes code quality, identifies potential bugs, highlights security and performance concerns, validates coding standards, and suggests best-practice improvements.

In addition to inline review comments, the agent automatically generates a structured review document summarizing findings, risks, recommendations, and overall code quality. The goal is to help developers receive consistent, high-quality feedback, reduce manual review effort, and improve development velocity while maintaining coding standards.

Lessons Learned

I would integrate the agent directly into the pull request workflow so developers receive feedback automatically before reviewers begin manual reviews. I would also add organization-specific coding standards, security rules, and historical learning from previous review comments to improve recommendation quality.

Highlights

Ahead of schedule
Received recognition / award
Support from colleagues

Difficulties

Steep learning curve

Products Used

Technical Skills Used

  • Generative AI
  • Prompt Engineering
  • Agentic AI
  • Software Architecture
  • Git
  • Programming Languages
  • Static Code Analysis
  • Hyderabad (IN)17.384178.4564