https://voulgaris.net George Voulgaris — writing about Generative AI, voice LLMs, and building products. https://voulgaris.net/blog/voice-conversation https://voulgaris.net/blog/voice-conversation Voice isn't an audio layer you bolt onto a chat system. It's a fundamentally different paradigm — one that requires specialized architecture, conversation design, and UX thinking. Sun, 01 Jun 2025 00:00:00 GMT https://voulgaris.net/blog/voice-pipelines https://voulgaris.net/blog/voice-pipelines Four distinct pipeline architectures for voice AI, each with different latency profiles, complexity costs, and use-case fits. A practical guide from building real prototypes. Sun, 01 Jun 2025 00:00:00 GMT https://voulgaris.net/blog/building-genai-product https://voulgaris.net/blog/building-genai-product Notes I started writing while building BookmarksGPT — from weekend project to Chrome extension, exploring RAG, prompt engineering, and the real challenges of productizing LLM-based features. Wed, 30 Aug 2023 00:00:00 GMT