Hey Product Hunt! 🚀 I'm Ashan, a self-driven developer from Pakistan with a passion for building tools that bridge the gap between "having knowledge" and "having credentials". While exploring the GitHub ecosystem, I noticed thousands of great technical questions go unanswered daily. I built Galaxy Brain Automation to help developers contribute high-quality answers at scale, but the real heart of the project is the "infrastructure underneath". I wanted to create a blueprint for how a production-ready AI agent should actually behave. What’s under the hood? 🧠 Multi-Model Orchestration: Dynamically rotates between 18+ free models via OpenRouter to ensure 100% uptime. ⚡ Resilient Architecture: Implements the Circuit Breaker pattern (Closed/Open/Half-Open) to handle endpoint failures gracefully. 🛡️ Ethical Guardrails: Features CoC-aware filtering and "human-in-the-loop" approval modes to prevent community spam. 📊 Real-time Monitoring: Tracks model latency, success rates, and badge progress with instant notifications to Discord or Slack. This started as an educational journey into GitHub's GraphQL API and LLM orchestration. I’m launching it today to get your feedback on the architecture and to see how we can better support the open-source community through automated assistance. I'll be here all day to answer your technical questions!

Galaxy Brain Automation

Production-grade AI automation for GitHub Discussions

Production-grade AI automation for GitHub Discussions