1Ask
ProductionTritonGPT
Start in TritonGPT — chat, documents, approved models.
AI assistants for students, faculty, and staff to work with documents, ask campus questions, and get help with everyday tasks.
Explore TritonGPT: TritonGPTTechnology leadership at UC San Diego, and the apps I build outside it.
By day I’m the Executive Director of Workplace Technology and Infrastructure Services, where my teams support infrastructure, data, campus services, and AI. Nights and weekends I design and ship my own products.
TritonAI at UC San Diego.
tritonai.ucsd.edu ↗My work in AI centers on helping build and support TritonAI with colleagues across campus. New tools have to fit the way people actually work, with support that lasts beyond the pilot.
1. Ask→2. Embed→3. Automate
2Embed
ProductionTritonAI API Gateway
Add approved AI to a system campus teams already use.
One API connects campus applications and workflows to approved UC-hosted and cloud models, with shared access and usage controls.
Explore the API program: TritonAI API Gateway3Automate
SupportedTritonAI Harness
Automate what repeats, with a person reviewing the result.
A desktop agent workspace for working with files, code, and connected campus services under human supervision.
Explore TritonAI Harness: TritonAI HarnessRecent Campus Dispatches
Full current focus on /now →2026-09-08TritonGPT 4.6.6 reaches productionNew default model on UC-hosted infrastructure, Voice Mode, and a coding sandbox.open ↗2026-09-03SCOUT in production beta at UC MercedThe shared TritonAI platform now serves another UC campus — 100+ faculty and staff users.open ↗2026-08-30Citizen developer guidance publishedHow campus staff can build with approved AI tools, data classes, and supported hosting.open ↗
Apps I've built.
View all 22 projectsNights and weekends I build independent mobile apps, campus prototypes, and automated personal agent systems.
Mobile app · v1.4.1
Resolution Companion
An iOS app that turns a personal goal into short daily activities, with AI coaching and progress tracking.
New: New coach check-ins and progress view.
Race-day analysis · v1.0.2
Horse Racing Companion
An iOS app for independent Del Mar race-day analysis, with live odds, plain-language picks, and a record of results.
New: Bing Crosby fall meet (Nov 6–29) ready and included in the summer pass, plus a new Pool money card.
Game-day app · v1.0.7
Steel City Gameday
Turns football group texts into live game picks: private Crews, timed Flash Picks, and season-long receipts.
New: Invite codes, Crew chat notifications, replies, and mute controls; free to download for the 2026 season.
More projects across mobile, enterprise, and agents
Mobile & Consumer
Resolution Companion, Horse Racing Companion, Steel City Gameday, Rock Hill Property Radar
Campus & Enterprise
Numbers Game HQ, Student Experience, Passports Visitor Management, TritonVerify, ReviewDraft, Process Discovery
Family & Discovery Agents
Scholarship Agent, Cason Recruiting Profile & CRM, School Brief, Henry Personal AI OS
The agent behind the output.
The daily briefings, research synthesis, and newsletters on this site are powered by an agent I built and operate myself: 95 automated jobs, an 838-node knowledge graph, and a 1,360-page wiki — all running on-premises on open-weight models, on a shared memory ecosystem that Claude Code, Codex, and Hermes read and write together.
How the architecture works →What goes in
Calendar & email, Meetings, Documents, Campus sources
Context
Three layers, loaded only when a task needs them
What comes out
Daily briefings, Meeting intelligence, Real-time answers, Published artifacts
95 automated jobs838 graph nodes1,360 wiki pagesOn-prem open-weight inference
What I publish.
Two newsletters: a daily AI briefing for people who run technology in higher education, and a Monday update on UC San Diego’s own AI tools and programs.
The AI Digest
Daily · latest 2026-10-08- OpenAI Introduces Dots, AI Agents that Continue Working Between User Conversations
- Survey Reveals Data Governance Enforcement Gap for Agentic AI Tools
- GPT-6 and Intelligent UI for everyone
Get the digest in your inbox
One email each morning, a few minutes to read. Free, and you can unsubscribe anytime.
UC San Diego AI Weekly
Mondays · latest 2026-10-05- Find your learning tools all in one place with the student hub in Gemini
- Simple setup option for Workspace Client-side encryption
- Built-in interoperability between Google Meet and Microsoft Teams on Android devices, now generally available
Also published on tritonai.ucsd.edu ↗
Talks on AI in higher education.
I speak to institutional leaders, IT conferences, and campus communities on moving AI from experimental pilots to production infrastructure, governed agent workflows, and citizen developer models.
Institutional AI: From Pilot to Service
Architecture, governance, and on-premises hosting at university scale
Agentic AI Workflows in Higher Ed
Supervised agents, administrative bottlenecks, and guardrails
The Citizen Developer Program
Empowering campus staff with governed APIs and compute credits
Writing & Press
All 40+ appearances →2026-08-10EDUCAUSEMember QuickTalk: The Next Data Decision — What Institutions Should Focus on in Their Data Journeyspeaking2026-08-03Higher Ed AI Playbook2.5 Hours to 11 Minutes, 60,000 Transcripts at 98%, 17 Models Under One Roof: Inside UC San Diego's Build-It-Yourself AI Strategyarticle2026-07-30Higher Ed AI PlaybookLive Interview: Inside TritonGPT — Build the Control Layer, Buy the Horsepowerinterview2026-07-23Inside Higher EdA Call to Meet the Moment at NACUBOarticle
