Builds systems that scale. Core thesis: most work is hard because we make it complicated. Small teams beat giants, simple solutions win, and automating robot-work frees humans to do strategic work. Currently focused on agentic systems and what makes people more effective.
OperateIQ2026[private alpha]
One AI operating platform for SMB industrials — where the business and its AI agents work off the exact same data, permissions, and audit trail.
stack: TypeScript, Next.js, tRPC, MCP, Postgres, Drizzle, Claude, Vercel, Docker
Anvil2026[in development]
An AI product-management factory that turns a one-line idea into a fully cross-referenced artifact tree — research to strategy to PRD to epics to stories to tests — and self-corrects its own gaps.
stack: Next.js, React, Python, FastAPI, Temporal.io, Supabase, pgvector, Multi-model AI
Assay2026[in development]
An independent auditor for the human-annotation data frontier AI labs buy — a tamper-evident verification platform on a statistical engine that measures the error ceiling baked into your labels.
stack: Python, FastAPI, Temporal, Postgres, Cryptography, NumPy, Statistics
Bedrock2026[in development]
A self-hosted, multi-tenant platform that turns a company's industrial PDFs — catalogs, datasheets, CAD, manuals — into searchable, cited, conversational knowledge, with confidence as a first-class UX element.
stack: Next.js 14, Supabase, Postgres FTS, Gemini, RLS, pdfjs
Chorus2026[prototype]
A persistent AI company in a box — dozens of specialist agent personas across ten divisions, reporting to a chief-of-staff agent you run from your phone.
stack: Python, LiteLLM, asyncio, Tauri (Rust), FastAPI, Multi-channel
Concord2026[production-ready]
Enterprise-grade AI chat — multi-tenant, governed, billable, auditable — with an LLM that routes each message to the cheapest model that can handle it.
stack: Next.js 16, Vercel AI SDK, Supabase, Stripe, Upstash Redis, Multi-model AI, Vitest
Lattice2026[in development]
Turns a bank's siloed bankers and wealth advisors into one referral engine — with AI coaching, revenue forecasting, and semantic search on top.
stack: Next.js 14, Supabase, Postgres RLS, Claude, pgvector, Stripe, Recharts
Mnemosyne2026[in development]
A local-first memory OS for macOS that gives AI agents persistent, encrypted, versioned memory — running the models on your own Apple Silicon.
stack: Swift 6, MLX, Metal, SwiftUI, SQLite/GRDB, On-device LLMs, LoRA
Quorum2026[in development]
A dialectical arena where four frontier LLMs interrogate each other through seven formal debate protocols to converge on a defensible answer.
stack: Next.js 16, React 19, Vercel AI SDK, Supabase, Claude, GPT, Gemini, Grok
Sift2026[mvp complete]
Drop a widget on your site and turn a pile of technical PDFs into searchable, chat-able, cited knowledge.
stack: Next.js 16, Cloud Run worker, Supabase, pgvector, Gemini, RAG, Docker
Tender2026[in development]
Turns weeks of manual RFP/RFQ response work into days — AI extraction, a reusable answer knowledge base, pricing, and enterprise CRM integrations.
stack: Next.js 16, Supabase, Multi-model AI, Salesforce, Oracle JDE, OKLCH design system
Vitals2026[in development]
A private iOS app that fuses Apple Health and Whoop into one record per day and lets an LLM reason over your trends — with anonymization guaranteed by the type system.
stack: Swift, SwiftUI, SwiftData, Swift Charts, HealthKit, Claude, XCTest
Digest2025[mvp complete]
Upload messy CSV/Excel, describe what you want in plain English, and get a professionally formatted PDF/Excel report from a multi-phase agentic pipeline.
stack: Next.js 15, React 19, Convex, Vercel AI SDK, Multi-model AI, jsPDF/xlsx, Vitest
Facet2025[prototype]
A local-first pipeline that reads manufacturing drawings the way an engineer does — using vision-LLMs to locate dimensions and tolerances on the page, not just OCR them.
stack: Python, Vision LLMs, PyMuPDF, Tesseract, SQLite, Apple Silicon
Learning Platform MVP2025[planning]
An experimental platform for structured learning paths with progress tracking and community features.
stack: React, Node.js, PostgreSQL, Redis
Portfolio Website2024[live]
A minimal, fast personal website built with Next.js and Tailwind CSS. Features a dual human / machine-readable view, responsive design, and markdown-based posts.
stack: Next.js, TypeScript, Tailwind CSS, Markdown
Relay2024[in development]
An all-in-one job-search platform — track applications, generate AI cover letters, analyze resumes, run interview prep — with subscriptions and a referral loop.
stack: Next.js 14, Prisma, Supabase, Stripe, Anthropic, OpenAI, Server Actions
Task Automation Tool2024[in development]
A CLI tool for automating repetitive development tasks with custom scripts and workflows.
stack: python, go, bash