Hi, I'm Jim Vinson ,

Technical Program Manager & Applied AI Systems Architect

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

Experience includes projects at

Selected Work

All

RAG Architecture & Applied Methodology Innovation Deployed & Complete

My Permanent Record

Asked my AI coworkers to formally review my job performance — then built My Permanent Record, the evidence infrastructure that makes the grades auditable.

RAG Pipeline Vector Search Multi-Agent Systems Edge Computing

AI Product Development — Education/Accessibility Gem Pilot Passed — Product Development

PHINEAS

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

LLM API Embeddings Prompt Engineering Corpus Linguistics

Taste-Enabled Creator Agent Framework Active — Three Instantiations

Taste-Enabled Creator Agents·Universal Persona Systems

Limner

Autonomous multi-tool pipeline producing runs of over 500 uniformly stylized assets with zero human intervention

Autonomous Agents Quality Gating Multi-Tool Orchestration Computer Vision

AI-Native Collaboration Space MVP / Beta / Teamfood — Live

Context-Station Architecture·Universal Persona Systems

EMB-001 — The Alpha Embassy

The first physical space governed by a published AI social contract — a converted 1951 suburban structure designed from the ground up around continuous AI operatorship.

AI Governance Context Engineering Multi-Agent Coordination IoT

AI-Enabled Team Leadership Complete

EV Conversion Revival

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

AI Adoption Change Management Cross-Functional Leadership Workshop Facilitation

Favorite Tools

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Anthropic

Claude API & Claude Code

Primary AI provider. Multi-agent systems, RAG pipelines, code generation, and agentic development workflows.

Google

Gemini API & AI Studio

Gemini models for multi-modal tasks, long-context analysis, and cross-validation in multi-agent workflows.

Cloudflare

Edge Infrastructure

Workers, Pages, D1, R2, Vectorize — the full serverless edge stack. Sub-50ms cold starts globally.

Astro

Static Site Generator

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

MidJourney

Image Generation

Concept exploration and initial asset generation in the Limner pipeline. Aesthetic control and style consistency.

Perplexity

AI Search

Citation-backed AI search for research and fact-checking. Direct answers with sources.

Tailwind CSS

CSS Framework

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

Obsidian

Knowledge Management

Local-first markdown PKM. Project notes, AI research, architecture decisions. No lock-in.

Asana

Project Management

Task tracking and project coordination across workstreams. Portfolio-level views for multiple concurrent projects.

Warp

Terminal

AI-native terminal with built-in command completion and workflow blocks.

Notion

Documentation & Wikis

Flexible workspace for documentation, databases, and project wikis.

GitHub

Version Control & CI/CD

Source of truth for all projects. GitHub Actions for CI/CD pipelines to Cloudflare Pages.

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

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

October 08, 2025 · 7 min read

The Unified Persona Schema: A Specification for Portable AI Agents

AI agents are monolithic by default — model, instructions, and knowledge fused into a single brittle stack. The Unified Persona Schema is a structured approach to making agent identity portable, composable, and sovereign.

Compartmentalized tray containing tools: stethoscope, hard hat, protractor, wrench, notebook