# Using Google Gemini in a Python Script to Fix Static Analysis Issues

DevFeed: [Using Google Gemini in a Python Script to Fix Static Analysis Issues](<https://devfeed.tech/articles/linting-automated-ai-powered-static-analysis-with-gemini-24911.md>)

Original publisher: [Read original article](<https://blog.blundellapps.co.uk/linting-automated-ai-powered-static-analysis-with-gemini/>)

Author: blundell

Published: 2025-09-23T16:24:26Z

Content type: tutorial

Language: en

Sources: [Blundell](<https://devfeed.tech/sources/blundell.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Code quality](<https://devfeed.tech/topics/code-quality.md>), [Python](<https://devfeed.tech/topics/python.md>), [Google](<https://devfeed.tech/topics/google.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Refactoring](<https://devfeed.tech/topics/refactoring.md>), [context window](<https://devfeed.tech/topics/context-window.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [androiddev](<https://devfeed.tech/tags/androiddev.md>), [build](<https://devfeed.tech/tags/build.md>), [code-quality](<https://devfeed.tech/tags/code-quality.md>), [context-window](<https://devfeed.tech/tags/context-window.md>), [detekt](<https://devfeed.tech/tags/detekt.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [google](<https://devfeed.tech/tags/google.md>), [intermediate](<https://devfeed.tech/tags/intermediate.md>), [python](<https://devfeed.tech/tags/python.md>), [refactoring](<https://devfeed.tech/tags/refactoring.md>), [reference](<https://devfeed.tech/tags/reference.md>), [reference-ai-androiddev-detekt-gemini](<https://devfeed.tech/tags/reference-ai-androiddev-detekt-gemini.md>)

## AI overview

This tutorial describes building a Python script that uses Google Gemini to automatically fix static analysis issues. It discusses the limitations of one-shot fixes, including LLM context-window limits, and explains how to curate the context sent to the model.

## Source excerpt

Tired of fixing endless linting errors? What if an AI could do it for you? In this post, we'll walk through how to build a Python script that uses Google's Gemini to automatically fix static analysis issues, exploring the process and the lessons learned along the way. This is a journey from a simple idea [...] The post Linting, Automated: AI-Powered Static Analysis with Gemini first appeared on Blundell.