Ludflow
Commercial platform
Documentation, data governance, and MCP context for AI tools. Ludflow also stores the documents behind DecidR MCP's decisions and projects.
AI Products
I've built three AI products. Each one gives AI better context or gives people a clearer way to review and act on what it produces.
MCPViews
Open source
A desktop companion that shows AI agent output as reviewable interfaces instead of chat text. It carries workflows and instructions between tools and uses breadcrumb-style rule discovery to keep token use low.
DecidR MCP
Project management for AI teams
Project management and governance for teams that work with AI. It connects to any MCP-capable tool, so people can work with their AI assistants and still collaborate with each other asynchronously. Decisions, approvals, and implementation context stay in one place.
Ivy Energy
I joined Ivy Energy in 2019 as a web development contractor. The job grew into IT, Salesforce administration, data engineering, AI enablement, product R&D, and security.
I sit in on several teams' daily standups and turn what I hear into tools and training.
Security program
SOC 2
Built Ivy's SOC 2 program from scratch and still run it, including controls, evidence, access reviews, and process ownership. I'm the only person at the company responsible for cybersecurity, so I weigh every control against how fast the rest of the team needs to move.
Data and integrations
Snowflake, Salesforce, Odoo
Moved core data and reporting into Snowflake so operational data could be used reliably downstream. Connected Salesforce, Zendesk, Slack, ClickUp, Odoo, and Snowflake.
AI adoption
Operations teams
Taught non-technical teammates where AI helps, when its output needs a second look, and what data should never be pasted into it.
- Coached safe prompting, output review, and sensitive-data handling.
- Helped teams turn recurring tasks into repeatable AI-assisted workflows.
- Kept the work tied to the systems the company already runs on.
Product R&D
Forward-deployed engineer
Worked in product R&D as a forward-deployed engineer.
Consulting
I take on data and AI builds, and I coach founders without a technical background through turning an idea into software they can review, ship, and keep reasonably secure.
Data pipeline and AI reporting
MLM health company
Built a custom data engineering pipeline for an MLM health company, with AI-enabled reporting that works directly inside ChatGPT.
No Food Cravings
Founder coaching
Coached a non-technical product manager building an MVP for a health and behavior-change idea. The goal was a first version that was realistic, secure enough to learn from, and easy for its owner to understand.
- Cut the idea down to an MVP with clear boundaries and priorities.
- Coached security, account, data, and deployment decisions so early experiments didn't create avoidable risk.
- Showed the product owner how to review AI-generated code and weigh tradeoffs without losing control of the product.
BitBooks
Team enablement
Gave a team of accountants, Bitcoin specialists, and other non-technical contributors a way to define requirements, review prototypes, report issues, and ship changes with confidence.
- Set up a process for requirements, prototype and mockup review, and issue reporting.
- Walked the team through dev, staging, and production releases with documentation and checkpoints.
- Put safeguards in place to catch bugs, regressions, and vulnerabilities on a team with little engineering depth.
Open Source
Projects I build in public for the hardware I use: the Valve Steam Frame headset and Even Realities G2 glasses.
Valve Steam FrameFrametop
Frametop
VR desktop and open hand dataset
A multi-monitor KDE Plasma desktop for the Valve Steam Frame that runs on the headset itself. It combines a mouse, eye tracking, hand tracking, and voice, so you can look at something and pinch to click it. The goal is the best multimodal input on the headset, built in the open with the people who use it.
- Built a community hand dataset on Hugging Face. Contributors record and review their sessions in the headset, under gated, consent-based access.
- Wrote a custom hybrid compositor that runs KDE Plasma inside SteamVR, handing each screen over as an overlay without copying frames.
- Built its own eye tracker, more accurate than SteamVR's. The pointer goes where you look and learns from each correction.
- Added remote displays that stream Windows and Mac monitors into the headset, decoded in hardware.
- Added on-device voice dictation and wake words. Speech is transcribed on the headset and typed into whatever app has focus.
- Grew it to 280+ GitHub stars and a 100+ member Discord, with its own GitHub organization.
Even Realities G2 glassesFaceclaw SDK, T3 Code bridge, Messages for Faceclaw
Faceclaw SDK
Android app SDK
An SDK in my fork of Faceclaw, the unofficial Even Realities G2 interface, that lets ordinary Android apps draw their own screens on the glasses. Each app keeps its own permissions and data, and the user approves which features it can use.
T3 Code bridge
Glasses app and computer bridge
Runs T3 Code on the glasses. The glasses app reads and continues agent conversations, starts sessions, and takes dictated replies for review. The computer bridge connects to T3 Code and transcribes speech locally with Whisper.
Messages for Faceclaw
Signal and SMS
A glasses inbox for Signal and SMS. Signal connects straight from the phone as a linked device, and T3 agents can draft replies that are reviewed and sent from the glasses.
Skills
AI product design
Prompts, context, tools, review steps, and interfaces built around a real job, so people can check the output and keep using it.
Data and integrations
Pipelines, APIs, warehouses, CRMs, and ERPs. This is the layer that decides whether an AI tool works in production or stays a demo.
Security and compliance
Permissions, controls, audit trails, and deployment risk, handled while the product is still taking shape.
Delivery and training
Turning a team's problem into a working first version, then teaching them to run it without me.
About
I've always wanted to know how things work. I grew up building computers and repairing phones, and that curiosity turned into a career in software, security, and data.
Family
I live in Ogden with my wife Julie, a YA fantasy author, and our son Orion. Another child is on the way.
Flight sim and VR
Flight simulation, VR, and AR mix software, hardware, and interface design, which makes them the fun version of my day job.
Efoiling
Lake days on an efoil, plus the maintenance that comes with gear that mixes water, batteries, and firmware.
Home lab and power
A home lab for trying out infrastructure, monitoring, and automation, and an interest in DIY solar and 120/240V backup power.
Contact
For AI product roles, founder-led projects, internal platform work, consulting, or anything Ludflow and MCP.