DeepSource GitHub Integration: Setup and Configuration Guide

What you will learn This guide walks through every step of integrating DeepSource with GitHub - from creating your account and installing the GitHub App to configuring analyzers, transformers, and exclude patterns in .deepsource.toml. By the end, you will have DeepSource running automated static analysis on every push and pull request, posting inline comments with one-click Autofix suggestions directly on your GitHub PRs. DeepSource is a static analysis platform with over 5,000 rules across 12+ languages, a sub-5% false positive rate, and automated code fixing capabilities. It integrates with GitHub through a native GitHub App - no CI/CD pipeline configuration, no GitHub Actions workflows, and no self-hosted infrastructure required. The integration takes under 10 minutes and works on both public and private repositories. Whether you are an individual developer setting up DeepSource on a personal project or an engineering lead rolling it out across an organization, this guide covers the