Fuku
Senior Full-Stack Engineer - LLM-Powered Code Review PoC
San Francisco, California · Senior · Full-time · Posted May 30, 2026
- Experience
- 5+ years of professional full-stack development experience.
About the job
Lead development of a proof-of-concept code review application that combines LLM analysis and static analysis, integrates with CI/CD workflows, and supports self-hosted deployment.
What you'll do
- Build a full-stack application and GitHub/GitLab webhook integrations to analyze pull requests with LLMs.
- Develop a hybrid analysis pipeline, configurable review rules, and a dashboard for review insights.
- Own architecture, deployment, containerization, and documentation.
What they ask for
- 5+ years of professional full-stack development experience.
- Experience integrating LLM APIs into production systems and with CI/CD pipeline integration.
- Prior work building code review tools, linters, or static analysis systems.
- Proficiency in Python (FastAPI) or Node.js, and React or Vue; experience with Docker and self-hosted deployment.
Nice to have
- Experience with RAG architectures; familiarity with CodeQL, Semgrep, or similar tools.
- Startup or PoC-stage project experience; contributions to open-source developer tools.
Tools
OpenAI GPT-4, Anthropic Claude, GitHub, GitLab, GitHub Actions, GitLab CI, Python (FastAPI), Node.js
AI focus
Integrate LLM APIs into automated code review, combining LLM reasoning with static analysis to detect bugs and security vulnerabilities and enforce code quality.
Model-written summary · the original posting is authoritative