I build tools that make thinking visibleCausal maps where every arrow shows its argument. A to-do list that keeps the reasons. A whiteboard with version history..
Full-stack engineer and team lead, twelve years in. Mostly TypeScript, React, Node, and lately a lot of Cloudflare and Claude. I ship for clients through Hutt LLC and build my own small tools on the sideSix small apps at the moment. Each one started as something I wanted to use myself.. I also talk and writePodcast or Call: long recorded calls with friends. Joshua's Words: short pieces, most days. about belief, attention, and working with language models.
Most of what I build starts from the same complaint: the reasoning behind a decision usually isn't written down anywhere.I like software that puts the reasoning next to the conclusionEvery arrow on a Causal Tools timeline has a grade for how well the link is known: stated, mechanism, but-for, and so on. The grade is the part I care about most., so someone can disagree with a specific step instead of the whole thing.
I came to engineering sideways. I studied international studies and mathUniversity of Washington, 2013. Minors in mathematics and applied mathematics. I did environmental research in two of China's most polluted cities and still speak Mandarin, slowly., wrote a book about scientific documents in Word before I wrote much code, and then spent a decade shipping for companies like LivePerson, Lowe's Innovation Labs, and SamCart. Since 2023 I've worked independentlyMost engagements start with code someone else began. The work is below., which mostly means joining a team partway through a project and getting it shipped.
I care about tools that don't need to hold your datamoots parses your Twitter archive in the browser and uploads nothing. Marginer has no server at all., about writing things down, and about how people change their minds. I take a lot of photosSony a6700 lately, a Canon before that, and a phone. Mostly flowers and mountains. A pile of them is further down., and I record long calls with friends and publish them as a podcast.
If you want to work together, book a call or write to me. You can also highlight any text on this page and leave a note in the margin. That's Marginer, running on its author's site.
Interactive timelines of events, beliefs, decisions, and outcomes. Every arrow carries a graded argument, and every claim carries a source. Not just what happened, but how we know.
Most disagreements are about the evidence standard, not the conclusion, so every edge carries a grade for how the link is known.
A serverless annotation layer. Highlight text on any web page, attach a note or an emoji, and walk away with markdown. On Substack the pasted comment is the shared annotation, re-anchored for anyone else running it.
The markdown export is the storage format. There is no separate database.
Async video where replies interject in the moment.
Record a video note. Friends watch it with a live word-highlighted transcript and can hit record at any point. Playback pauses, they reply, and the reply is anchored to the exact word they interrupted at. The conversation reads, and plays back, like it happened live.
Each note is recorded as two tracks: the video for playback and a small audio track for Whisper. The word timestamps make the split possible.
Point a phone at a real whiteboard. Snapshots are cropped and cleaned, an AI reads them into tracked elements like tables, diagrams, and lists, and each element gets its own change history. Claude and ChatGPT can read the board over MCP.
The whiteboard stays a physical whiteboard. The software remembers what it looked like on any given day.
Full-stack engineer and team lead, in twelve industries so farRetail, conversational AI, ecommerce, finance, marketing, IoT, research, civic tech, cloud consulting, travel, education, and crypto. Some for years, some for a season.. I've delivered three AI productsGauge (2026), Capital Group (2024), LivePerson (2018). Each was built on a different idea of what people want from a model., a serverless GraphQL framework for AWS, a 3D asset pipeline for Lowe's, a data pipeline for Coinstar, and interactive research mapsOpen Zone Map, for the Adrianople Group. Every special economic zone in the world on one map. It was later picked up by the World Economic Forum's TradeTech initiative. for a think tank.
Independent consulting for clients who need something shipped.
8 highlights
International: Supporting the rollout of Fleetrite, a federated ecommerce platform for aftermarket truck parts.
Guitar Center: Architected a Node.js platform for ~50,000 lessons subscriptions, unifying fragmented POS, e-commerce, and lessons data into a reliable system of record. Enabled accurate sales attribution, legally required one-click cancellations, and student self-service during a major growth initiative.
Capital Group: Rebuilt an internal ChatGPT-style research assistant from a React prototype in Vue, adding source transparency and feedback features to build analyst trust and speed the model training cycle. Supported beta adoption by ~25 analysts and a path to hundreds.
Adrianople Group: Designed a high-performance interactive research map framework in 6 weeks and delivered three maps, including Open Zone Map, later acquired by a major NGO.
Institute for Legislative Analysis: Built a white-label legislative vote scoring platform processing ~500,000 votes a year, from zero to production in under 3 months, so 9 partner organizations could publish their own scorecards.
Kunai: Led a small team to rescue a stalled Sanity/Gatsby/React marketing site, shipping 13+ page frameworks and 25+ reusable components on schedule.
West Coast NFT: Built a consumer-ready NFT onboarding and creation experience in 2 months, enabling real-world validation before a decisive pivot.
AWS Professional Services: Designed security-first auth primitives for a federated GraphQL platform, delivering core scaffolding for Woot's monolith-to-microservices migration in 3 months.
Feb 2026 – May 2026
Founding Engineer · Gauge
AI marketing platform.
3 highlights
Designed and built a platform-scale workflow engine and UI for continuously improving, user-in-the-loop and headless agentic workflows, aimed at automating users' core and custom marketing processes.
Redesigned the core content generation workflow around parallelized, specialized agents, with a track-changes feature so users can engage in the edit flow and generate training data.
Analyzed customer usage to inform platform improvements, roadmap, and product strategy.
Led a team of five building a 3D asset scanning pipeline tool for a key initiative to produce high-resolution 3D models for Lowes.com and the Lowe's app.
Designed and deployed a single Node.js backend integrating a suite of 3D design apps so models and scenes could be progressively enhanced through the workflow.
Prototyped a connected-home data platform for homeowners, Lowe's Pros, brands, and market analysts.
Integrated Lowe's ForgeRock auth, improving in-store login for store associates.
Architected an AI and automation platform with a user-feedback pipeline, human-in-the-loop scoring, and multi-vendor bot integration with blended ranking.
Drove the CEO's self-service vision by leading an API standardization program and shipping the company's first zero-touch trial-to-paid onboarding.
Introduced the Data Science team to the ELK stack; an initial feature design became its own product, Zeitgeist.
Shipped a Context Service (React, Node.js, Couchbase, Kubernetes) fueling the AI engine behind Maven.
Traveled to the Israel offices for knowledge transfer and drove technical planning for modernizing a critical legacy service.
Coordinated the Seattle office hackathon and won "most developer-centric"; recruited and hired the first round of developers for most new Seattle teams.
A tool for thinking and writing non-linearly. Something like a mind map, but conversational, with AI built in as a first-class part of the interface. An idea I sat with for years before building it.
My first map for the Adrianople Group: a restart on Next.js with search, an interactive timelapse, and dynamic legends. Launched at a partner event to thousands of visitors.
White-label vote-scoring platform for the Institute for Legislative Analysis. About 500,000 votes a year, nine partner organizations publishing their own scorecards.
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