A Well Thought Out Harness Can Substitute Anything
It doesn't need a new interface built around it. It just needs a good enough one already doing the thinking.
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/Shared Trajectories
Direction, velocity and meaning in progress.
Make Every Team Member the Best Version of Themselves
The best team I can build with AI isn't ten people plus ten bots. It's ten people who each operate like a small team, with one human accountable for all of it.
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This is the Claude Code setup behind my personalized workflow
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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/Manifest: The Missing Step in Any Workflow
The step between a finished session and something you can actually hand to someone.
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Building myself a go-to startup kit
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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Putting my /skills to use
From first question to a system that runs every morning.
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How I build design tools - and why process is the product...
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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/socratic-agentic-workflow: A Skill for Intent-First Development
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 Agent-Ready Web: Building an API of Self
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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Speed, Constraints, and Absolute Efficiency: Wiring Linear to the AI Council
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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