A Human Operating with AI: Chulbuji's AI Product Builder Transformation Record

Executing AX (AI Transformation) and accumulating results
through dual-brain and multi-expert AI orchestration.

Latest Operations Log

The latest operations log captures validation records from real project work in progress. Posts about auto-trading are technical operational records — documenting automated systems, log reviews, and risk management — not investment advice.

Log — Validating the music-generation-ai Pipeline with 27 Forest Clips

Extended the photo-based AI music video pipeline to handle video input. Used 27 short forest walk clips as source material to produce 'Forest Dialogue' in both a real-footage version and a pastel watercolor version, confirming that the existing scenes.json structure and whisper alignment flow remain valid for video input.

music-generation-aiAIMusicVideopipelinewhisperFLUXscenes.jsonwatercolorVersionoperationLog
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Shorts / Reels Generator — Local MVP Phase 1 Complete

A record of building a local MVP with Claude Code that converts photos and short clips into 9:16 vertical MP4s. Covers the step-by-step feature expansion from v0.1.0 to v0.1.4, the Phase 1 completion criteria, and what was deferred to Phase 2.

ShortsExperimentLocalMVPAICollaborationClaudeCodeVibeCodingFFmpeg
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Operating Roadmap June 2026

June's goal is building a path that turns AI Content Assistant leads into actual payments. Operating around first-payment validation and maintaining the AI blog publishing routine.

AI Content Assistant First Payment · AI Blog Publishing · Shopping Shorts Pilot

View June 2026 Operating Board → View operating standard: AI Collaboration Operating SOP v0 →

Full Archive

Browse all Logs and Insights in one place, sorted by date.
Every record and insight, organized chronologically.

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