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Gemini 3.1 Flash Live Support + MiniCPM-o 4.5 vLLM Challenge — Naia OS's S2S Real-time Voice AI Development Journey
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Gemini 3.1 Flash Live Support + MiniCPM-o 4.5 vLLM Challenge — Naia OS's S2S Real-time Voice AI Development Journey

Timed with the launch of Gemini 3.1 Flash Live, we reveal how Naia OS came to support real-time voice conversation (S2S/Omni) models. This post covers why we abandoned the STT/TTS pipeline for Omni models, the trials and errors encountered while integrating MiniCPM-o 4.5 into vLLM-omni, and our experiments with AI-native open-source contributions.

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The Melancholy of a Vibe Coder in the Age of AI

The Melancholy of a Vibe Coder in the Age of AI

Software development in the AI era feels like 'vibe coding,' and even computer science majors aren't sure what the best approach is. This post vividly illustrates the reality of AI reviewing code without actually reading it, and the developer's struggle to piece together various unproven methodologies. Ultimately, it reveals the urgent need for objective criteria to measure whether AI-based development truly works, highlighting this as a new challenge for modern software engineering.

[바이브코딩ai코딩]