Product
ReadyRoll
A no-account scheduling app that helps groups find the best date to meet.
ReadyRoll started from a small coordination problem: groups want to meet, but finding a date often turns into a long thread of maybes and reminders.
The Workbench
A public workspace for things I’m building.
The Workbench is where I keep work I want to share: products like ReadyRoll, public GitHub projects like the Data Agent Suite, writing, and experiments. Some of it is commercial, some of it is for learning, and some of it is simply worth putting somewhere people can see it.
Public GitHub Project
Data Agent Suite
A completed 10-agent suite exploring practical data workflows, deterministic evidence, bounded LLM use, and review-ready artifacts.
The suite follows a deliberate path: start with local deterministic checks, add bounded LLM support only where it helps, then build toward review workflows with traceable outputs. Each agent is a practical data tool first, not a chatbot demo.
Deterministic checks Bounded LLM support Review workflows Orchestration seams 10 completed agents
Working Principles
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Start with the use case
Understand the purpose before choosing the method, tool, or architecture.
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Question the obvious answer
Best practice is only useful when it fits the problem in front of you.
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Build through experiments
Prototype, test ideas, and let the work teach you what should come next.
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Keep only what matters
Aim for the point where removing anything else would make the thing worse.
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Clear traces, reports, and documentation
Make the work visible so others can follow and verify it.