/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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Retrieval Augmented Tumaini
Vectors from my life. They have direction, velocity, and are imbued with meaning.
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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Ideating in the Engine Room: Why Product Strategy Requires Architectural Friction
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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Right Tool, Right Job
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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Hello World!
For years, my professional life has centered on guiding digital products, scaling service design, and leading engineering teams to build clean, intentional software. But a corporate roadmap or a traditional CV only tells half the story. To truly understand how modern digital design is changing, you have to get your hands dirty in the machinery. This website isn't a static digital business card. It’s a living laboratory. I wanted a self-hosted, independent space to experiment with the cutting edge of modern software execution—specifically, the massive paradigm shift happening in autonomous engineering workflows.
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