Writing
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I run a three-layer agent architecture in Claude Code — one layer inlined as my digital twin, two on demand when needed. Here's what each layer does, why it is beyond solid, and how I've built a skills library on top of it.
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The step between a finished session and something you can actually hand to someone.
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Socratic Agentic Workflow v0.4.0: same interview, but the scaffold it hands you is no longer a guess from whenever I last wrote it down.
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From first question to a system that runs every morning.
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I recently spent a day building a structured AI tool for Apple platform design. What surprised me wasn't the outcome, but the ease of decision making along the way.
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Most software projects fail because coding begins before the problem is fully understood. I wanted a tool that forces teams to articulate both the "why" and the "how" before writing a single line of code.
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The web was built for human eyes. That made sense. But agents don't have eyes — they read structure, not style, and most of the web was never designed that way.
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Linear is a reaction to teams that spent more time managing their tools than shipping. Opinionated, minimal, built for closing tickets not debating them.
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Product management has a distance problem. Features look trivial on a roadmap. "User Dashboard" is three words until it hits real architecture — and then you find out exactly how hard it can be.
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Nobody hands you a workflow. You build one through trial, error, and the occasional recommendation from someone who's been at it longer.
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