Autoscaling is often treated as the gold standard for cloud efficiency. With a few lines of configuration, you can tune your infrastructure to match traffic in real-time, saving money while keeping your app solid under load. But with Real-Time Communication (RTC) apps, the rules change. Whether you’re
TURN servers remain one of the most common points of confusion in WebRTC applications. While STUN and TURN servers both play critical roles in establishing WebRTC peer connections, teams new to WebRTC development often struggle to understand their differences and implementation details. Even experienced developers may overlook
If your voice AI system can touch real systems or trigger actions with business consequences, your approach to AI agent tool calling security matters. When voice AI agents can modify customer data, trigger escalations, update ticketing systems, or execute workflows—especially for customer service in regulated industries like
LLMs alone can’t “act.” They generate text. The key to success, and the way to avoid the 80% of AI projects that never leave the prototype stage, is moving beyond conversation to orchestration. This means integrating LLM reasoning with automation frameworks, enabling explainable outcomes and human oversight,
