NeuralBridge: Open-Source Recovery Engine for AI Agents TL;DR We built an open-source recovery engine for AI agents. It catches failures, retries intelligently, and learns patterns. The project is fully open-source with reproducible benchmarks — anyone can verify the results . The Problem Nobody Talks About AI agents fail. A lot. Not because they're poorly written, but because: External APIs rate limit (looking at you, GPT-4) Network requests timeout Third-party services go down Tokens run out mid-conversation Context windows overflow When your agent fails, you have two choices: ❌ Option 1: Do Nothing → User sees error message → Trust decreases → They leave and don't come back ❌ Option 2: Build Custom Retry Logic → Spend 40 hours writing boilerplate → Still miss edge cases → Maintenance nightmare Enter fullscreen mode Exit fullscreen mode Introducing the Recovery Flywheel After 6 months of building internal recovery tools for our own AI startup, we open-sourced the core engine.…