Hi, I'm Jim Vinson ,

Technical Program Manager & AI Systems Architect

I orchestrate AI tools and teams to ship products — from enterprise infrastructure to AI-native systems.

Experience includes

Selected Work

See them all

RAG Architecture & Applied Methodology Innovation Deployed & Complete

The Permanent Record & AI Peer Review

Asked my AI coworkers to formally review my job performance — then built the evidence infrastructure to make the grades auditable

Cloudflare Vectorize Cloudflare D1 Cloudflare R2 Workers AI (bge-m3)

Product Development — Multi-Agent Context Architecture Live, Testing

mTm-Ch

Personal AI infrastructure solving the hardest problem in LLM workflows: context that survives session boundaries

Claude API Claude Code Charter Documents Multi-Agent Context System

AI-Enabled Team Leadership Complete

EV Conversion Revival

Resurrected a stalled EV build by embedding AI into a 3-person workshop team

Claude Projects Claude Cowork

AI Product Development / Developer Tools Build Complete

Summoning Chamber

AI agent builder disguised as a 1992 DOS RPG — full product from concept to shipped build

Svelte/SvelteKit Cloudflare Workers Multi-Provider AI (Anthropic) PixelLab

AI Tool Orchestration & Autonomous Production Production

Image Asset Pipeline (Limner)

Autonomous multi-tool pipeline producing 500+ uniformly stylized assets with zero human intervention

MidJourney PixelLab Limner Agent Vectorization Tools

AI Product Development — Education/Accessibility Beta (Singapore)

PHINEAS

AI teaching assistant using corpus linguistics to rewrite complex text at target reading levels — now in beta at an ESL academy in Singapore

OpenAI API Embeddings Fine-tuning COCA Corpus

Stack

Check out my whole stack

Cloudflare

Edge Platform

Pages, Workers, D1, R2, and KV — the full serverless edge stack under one roof. No cold starts, no ops overhead.

Astro

Static Site Generator

Zero-JS by default, island architecture for interactive components. Ships the fastest sites on the web.

Drizzle + D1

ORM + Edge Database

Type-safe SQL at the edge. Drizzle's lightweight ORM pairs cleanly with Cloudflare D1 for serverless SQLite.

Tailwind CSS

CSS Framework

Utility-first CSS with v4's CSS-first config. Design tokens in oklch, no PostCSS config required.

Better Auth

Authentication

Edge-native auth with session management, OAuth providers, and zero Node.js dependencies.

Claude + GPT-4

LLM Infrastructure

Anthropic and OpenAI APIs wired into workflows, agents, and tools — not just chat interfaces.

Zod / Valibot

Schema Validation

Zod for general validation, Valibot for edge-optimized contexts — smaller bundle, tree-shakeable. Both enforce type safety at runtime boundaries.

Blog

Read all my blog posts

February 18, 2026 · 8 min read

The AI Peer Review System: A Multi-Agent 360-Degree Performance Assessment

When your primary coworkers are AI systems, who writes your performance review? I built a structured evaluation framework where two competing LLMs acted as senior colleagues, graded my work against a rigorous rubric, and debated the results in real time.

Antique desk covered in grade sheets, ledgers, and assessment documents under warm chiaroscuro lighting

February 01, 2026 · 4 min read

The ABCD System: An Edge-Native Product Delivery Engine

Astro. Better Auth. Cloudflare. Drizzle. A strict, opinionated full-stack architecture for Technical Program Managers who ship — and anyone tired of DevOps being a separate job description.

Heraldic coats of arms for the ABCD System — Astro, Better Auth, Cloudflare, and Drizzle

December 28, 2025 · 4 min read

Lily-Livered: A Template for Domains That Deserve Better Than Nothing

You bought a domain. You're not ready to build the site. You are ready to stop staring at a parking page that says 'Future home of something quite cool' like it's 2003. Lily-Livered is a one-page logo site with the infrastructure of a real one.

A shy robot peering out from behind a stage curtain toward a microphone under a spotlight