Sep 10, 2025 1 min read
Integrating Gemini API for Code Analysis
How to use Google's Gemini API to build an automated code converter and optimizer.
AI API
Gemini is a great fit for developer productivity tools. Here I walk through: - Designing a prompt for safe code transformation - Building a small backend endpoint that calls Gemini - Post-processing the AI output with a linter and formatter - Handling rate limits and failures with retries This post is based on my AI Code Converter project, where I use Gemini to translate legacy code into modern Java or Python and suggest refactors automatically.