Training Your Twin While You Sleep

It started as a question: what if an AI could make decisions the way I would? Not just respond to prompts, but actually understand the patterns — the preferences, the shortcuts, the instincts that I've developed over years of working this way? On Valentine's night — the same night VisionClaw's glasses became a full agent proxy — the training finally launched. Building a cognitive twin isn't about dumping your entire digital footprint into a model. It's about curating the *decisions* that define you. Here's what went in: - **163K+ conversation turns from Supabase** — every interaction with my AI agents over the past year - **979 Claude Code sessions** — how I actually write code, debug problems, think through architecture - **5,347 Apple Notes** — stream of consciousness, ideas, plans, half-formed thoughts - **20 Discord channels** — how I communicate with my team of AI agents After corpus surgery — cleaning, deduplication, quality filtering — I had **43,173 SFT records** ready for training.