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Infrastructure / Active Lab

Koivu Voice

Voice-to-logbook pipeline. Speak a thought, it ships as a published post.

Strategic Vision

"Zero friction from raw thought to published post."

Deep Context

Koivu Voice is the studio's internal publishing nervous system. A Telegram bot listens for voice memos or text, routes them through OpenAI Whisper for transcription, refines the raw thought into a structured logbook entry with GPT-4o, then commits the markdown file to GitHub and writes to Firestore simultaneously. The entire chain from thought to live post runs in seconds with no manual steps.

Core Capabilities

  • Telegram Bot Interface
  • Whisper Voice Transcription
  • GPT-4o AI Refinement
  • Auto-publish to GitHub + Firestore

Tech Stack

Telegram Bot APIOpenAI WhisperGPT-4oNext.jsFirestore REST API