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AI tooling + products across different problem spaces. Solo-built.
Deployments
Manifest Driven Development
Declarative development methodology for AI agents. Define deliverables + acceptance criteria as a manifest, let the agent execute and verify. Eliminates drift between intent and implementation.
Manifest-Driven Development: What I Learned After Years of AI Workflows
Stop asking how to make AI implement correctly. Start defining what would make you accept the output. A framework for shipping quality code with AI agents.
TrueElo
Chess analysis that accounts for your actual skill level. Bayesian model predicts what you'll convert—not what a GM would. Built because existing tools lie to amateurs.
Venue Seating Wizard
Event seating as a constraint satisfaction problem. Optimization engine finds valid arrangements humans would miss. Built for a wedding, now handles any venue.
Claude Code Plugins
Experimental dev workflow tools for Claude Code. Ideas that make AI agents work better—tested on real projects, then packaged for others.
About
Give me a problem and space to solve it.
15+ years shipping production systems. The projects above are the recent ones.
Each started as "I wish this existed." Solo-built, live, verifiable. Click any of them.