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.

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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Auto-Trading Partial Sell Live Verification — Confirming State Carries Across Loop Boundaries

After fixing partial take-profit, the real question was whether the state actually carried through. PARTIAL_SELL firing is one thing. But does partial_sold=True get saved? Does the next loop read it and prevent a second trigger? Does the remaining position stay under trailing stop management? This log tracks those verifications step by step.

auto-tradingpartial-sellexecution-pathlive-verificationstock-auto-trade
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Why the Auto-Trader's Partial Take-Profit Never Fired — Scheduler Execution Path Over Logic

Partial take-profit was enabled, the rule_engine logic was implemented, and the thresholds were configured. But the intraday 5-minute sell loop was calling check_sell_signal without passing the actual position size or partial_sold state — so PARTIAL_SELL could structurally never be returned. The fix wasn't in the strategy logic. It was rewiring the scheduler's call.

auto-tradingpartial-selllive-accountstock-auto-trade
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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

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Every record and insight, organized chronologically.

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