AI Voice Agent Architecture: How Real-Time Conversational Systems Work
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By Anna Hartung — H-Studio Berlin There's a comfortable story going around: AI coding tools made architecture less important. If you can generate a feature in thirty seconds and regenerate it when it breaks, who cares about clean boundaries? Just vibe it.
Burnout is not just a management problem. Poor enterprise software increases cognitive load, creates friction, and erodes trust across organizations. Anil Kumar Karumuru argues that architecture directly affects employee experience through clearer workflows, reliable integrations, fair automati...
Building a note-taking app is almost a rite of passage for developers. There are already plenty of great options out there, so when I started working on Annota, I wanted to challenge myself with a different set of problems: building something local-first, fully offline-capable, and encrypted by ...
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I've spent way too much time drawing architecture diagrams that were getting outdated a few weeks later. As a side project, I built a desktop app (macOS only for now) that connects to an AWS account via a read-only IAM role, scans resources and relationships, and generates an architecture diagra...