Feb 3 · 15 min read · Optimize Voice Bot Latency for AI Appointment Setters: What I Learned TL;DR Most AI appointment setters hit 400-800ms latency spikes when chaining function calls to calendar APIs. Here's what kills voice quality: blocking STT while waiting for availa...
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Dec 12, 2025 · 3 min read · Introduction In a digital world driven by instant interactions, the demand for real-time communication has surged dramatically. From live chats and multiplayer gaming to financial tickers and IoT dashboards, WebSockets power countless modern applicat...
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Mar 15, 2025 · 4 min read · Introduction I discovered ngrok while trying to solve a frustrating problem: testing webhooks locally. I was working on a payment integration, and each change required deploying my code just to test the webhooks — a slow and repetitive process. Then ...
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Sep 10, 2018 · 5 min read · The most arduously debated topic in software testing industry is What is better, Manual testing or Automation testing. Although Automation testing is most talked about buzzword, and is slowly dominating the testing domain, importance of manual testin...
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