DocPull
Agent context
Turns changing websites into cited, reproducible context that agents can verify before they act.
Product builder · writer
Independent work across AI, data, developer tools, and the web.
Wealth workspace
Brings spending, investments, assets, debts, and net worth into one view so people can see where they stand and what to do next.
Airfare search
Finds live fares across flexible dates and carries the selected trip into a human-approved checkout—on the web or through an agent.
Agent context
Turns changing websites into cited, reproducible context that agents can verify before they act.
Agent policy tests
Catches policy drift before release by turning cross-layer failures into deterministic, reproducible tests.
Agent design QA
Finds platform-specific UI issues before release with 431 Apple HIG checks across 14 frameworks.
Agent code policy
Catches risky shortcuts, security footguns, and structural debt with shared Biome checks and deterministic JSON fix lists.
Systems education
Makes kernel, memory, and process design tangible through a working x86 operating system built from scratch.
finance · 2025 · 9 min
A comparison of Bitcoin and gold through scarcity, utility, risk, and mimetic demand.
tech · 2024 · 4 min
The CrowdStrike outage, kernel architectures, and a first prototype kernel.

Book
The Logic and Lunacy of Crypto’s Formative Era
Explains how crypto’s early exchanges, incentives, and market structure shaped the industry that followed.

Book
Messiaen, Slonimsky, and Musical Symmetry
Turns Messiaen and Slonimsky’s harmonic systems into computable tools for analysis and composition.
I build practical software, publish research, and write about technology, markets, and systems.
Raintree Technology is the company behind the work.