My Little Soda - Autonomous Coding Agent

Creator & Maintainer @ Open Source 2025 (Ongoing)

GitHub Issues-driven autonomous coding tool that uses LLMs to automatically implement features and fix bugs.

Python GitHub API Claude GPT Autonomous Agents

Overview

Built an autonomous coding agent that monitors GitHub Issues and automatically generates pull requests with working code implementations.

Technical Implementation

  • Integrates with GitHub API for issue tracking
  • Uses Claude/GPT for code generation
  • Implements automated testing and validation
  • Handles PR creation and code review workflows

Impact

  • Demonstrates practical agent architecture patterns
  • Reduces time from issue creation to implementation
  • Open source tool for developer productivity