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Showing posts from January, 2026

10 Voice Agents in 10 Days: How I Survived the Murf AI Challenge

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They say thousands start, but only a few finish. Specifically, in the Murf AI Voice Agents Challenge , only 321 builders crossed the finish line. I just became one of them. For ten straight days, I committed to "building in public." My goal wasn't just to make Hello World demos; I wanted to push the boundaries of what real-time Voice AI can do building agents that remember context, handle complex business logic, and recover gracefully when APIs fail. Here is a breakdown of my journey, the technical hurdles I overcame, and why consistency is the ultimate engineering skill. 🚀 The Mission The challenge was simple but grueling: Build 10 functional AI Voice Agents in 10 days. My toolkit: Voice: Murf Falcon (for ultra-low latency TTS). Brain: Google Gemini (for reasoning and intent extraction). Frontend: LiveKit / Custom React UIs. Backend: Python (Flask/FastAPI). Here is how my architecture evolved from simple scripts to complex, fault-tolerant systems. Phase 1: Foundati...