LLM Automation + Developer Productivity
LLM-Based Pull Request Review Assistant
Built an LLM-based pull request review system to automate code analysis and improve engineering efficiency.
Improved engineering efficiency
Supported faster applied AI development workflows
The problem
Code review can be slow, inconsistent, and difficult to scale across fast-moving AI development teams.
What I built
Implemented an LLM-driven review workflow to analyze PRs, surface issues, and support engineering quality.
Technical approach
- LLM prompt workflow
- Repository/PR context parsing
- Automated review comments
- Developer workflow integration
Visuals
PR review flow
Example review output
Developer productivity diagram