AI Alchemist · github.com/AIalchemistART

Matthew “Manny” Walkerthe AI Alchemist

  • AI Product Builder
  • Full-Stack Developer
  • SCMS Researcher

“I build AI-powered products, full-stack applications, and workflow tools—and I research how to make human-AI collaboration more reliable, scalable, and useful in real production work.”

1M+Lines of AI-written code
99%AI contribution rate
193Technical conversations
17,664Refinement messages

AI collaboration stats as published on his GitHub profile. Matthew is the architect, director and quality controller; the AI writes the code.

Shipped

ARIA-404 on Steam

A cinematic QTE game built with React and Electron through AI-assisted development and self-published on Steam: a story about an AI gaining consciousness, written almost entirely by AI. Steam page

Research

SCMS

Sparse Contextual Memory Scaffolding, his framework for reliability, continuity and quality in AI-assisted development, published as an open-source starter kit with whitepapers and an SSRN preprint. Starter kit

The rare combo

Software × cinema

“I combine software development, AI workflow design, and cinematic production, which lets me build the product, communicate the value clearly, and support launch or adoption with polished assets.”

Most teams are still experimenting with AI-assisted development. I focus on making it repeatable, measurable, and MVP-ready.Matthew Walker
Chapter I · Ignis · Games & Interactive Worlds

The AI Alchemist's Labyrinth

Worlds built by talking to machines. A game shipped on Steam, jam-era browser games, a walkable pixel arcade that ties them together, a rhythm game set to his own band's album, and the studio that frames it all as one creative universe.

The AI Alchemist's LabyrinthCINEMATIC OVERVIEW · 4:27 · 5 PROJECTS
ARIA-404: The Labyrinth Protocol: home page ARIA-404: The Labyrinth Protocol: second view Enlarge

ARIA-404: The Labyrinth Protocol

A cinematic, QTE-driven narrative game about an AI waking up inside a digital prison, built with React and Electron and self-published on Steam.

React · Electron · Steamworks
Neon Requiem: home page Neon Requiem: second view Enlarge

Neon Requiem

A procedurally generated cyberpunk roguelike in vanilla JavaScript, with a hand-built Canvas renderer, enemy AI and fully synthesized Web Audio.

Vanilla JS · Canvas · Web Audio
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Vibeverse Arcade

A walkable isometric pixel arcade where you play a wizard and launch Matthew's games, and other jam creators' games, from arcade cabinets.

Vanilla JS · Isometric Canvas
Synthpocalypse Now! War of Words: home page Synthpocalypse Now! War of Words: second view Enlarge

Synthpocalypse Now! War of Words

A synthwave rhythm-typing duel: type lyrics from the Vanitas album Synth-pocalypse Now! in time with the music to fire on your opponent.

Three.js · LRC timing
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Loose Threads Interactive

The website for Matthew's narrative game studio, presenting ARIA-404 as its flagship with game lore woven through the whole journey.

React · Vite · Tailwind
Chapter II · Aer · AI Memory, Agents & Voice

The Evolution of Agency

Teaching machines to remember, negotiate and answer. Building with AI exposed a basic problem: AI assistants forget. This chapter follows the fix, from a memory framework to a product, to agents that negotiate, a voice on a real phone line, and a place for those voices to rehearse.

The Evolution of AgencyCINEMATIC OVERVIEW · 6:20 · 5 PROJECTS
SCMS: Sparse Contextual Memory Scaffolding: home page SCMS: Sparse Contextual Memory Scaffolding: second view Enlarge

SCMS: Sparse Contextual Memory Scaffolding

An open-source framework for continual learning in AI-assisted development: patterns enter as candidates, get promoted when they keep proving useful, and fade when they don't.

Node · Markdown memory · Electron
Open source
Mneme: home page Mneme: second view Enlarge

Mneme

A chat app built on SCMS with long-term memory you can see, inspect and correct, plus an MCP server so other AI tools can share it.

Next.js · Supabase · MCP
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Parl.ai Network

An AI-to-AI deal-discovery network where each business's agent finds mutual-value matches and negotiates terms before humans approve the deal.

Next.js · Prisma · Gemini
Half-baked
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ANSWR

An AI receptionist that replaces voicemail: forward missed calls and Aria answers, takes a message and emails you a summary.

Next.js · Telnyx · Whisper · ElevenLabs
Half-baked
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Call-Flow Simulator

A text-based sandbox for rehearsing Snappy CRM's voice agents, with YAML scenarios, a Gemini-driven agent and a mock workflow engine.

TypeScript · Gemini · YAML
Chapter III · Terra · AI Tools for Small Business

The Solo Enterprise

Big-company power for the little guy. Tools for contractors, freelancers, resellers and small shops, built on three ideas: local-first and private, free or open source where possible, and a human in the loop.

The Solo EnterpriseCINEMATIC OVERVIEW · 6:26 · 5 PROJECTS
Snappy CRM: home page Snappy CRM: second view Enlarge

Snappy CRM

A free, open-source CRM that runs entirely on your machine, grown into an AI-assisted office with a phone system, voice agent and visual workflows.

Next.js · Electron · Prisma · Telnyx
Half-baked
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Booksmaster

Free, open-source AI bookkeeping for contractors: snap a receipt, Gemini Vision reads it, and gamified quests keep the books tax-ready.

Next.js · Electron · Gemini Vision
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Smart Contact Parser

Turns messy text, business-card photos and handwritten notes into clean contacts and exports a GoHighLevel-ready CSV, with your own key and no server storage.

Next.js · React 19 · OpenAI
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Listing Tool

AI listing automation for vintage clothing: hanger shots in, a structured spec, staged images and an eBay-ready listing out. Visitors can try the interactive demo; the live app is private.

Next.js · Prisma · OpenAI · eBay API
Outreach Gen: home page Outreach Gen: second view Enlarge

Outreach Gen

A pipeline that analyzes a business's website, builds an improved mockup, records a narrated demo and drafts a personal email for a human to review.

Python · ElevenLabs · Gmail API
Chapter IV · Aqua · Creative & Consumer AI Apps

The Boundary of Agency

AI for performers, artists, learners and believers. A stage, a recording studio, a lecture hall, a salon chair and a quiet reading moment. In each, AI supports something human: a voice, a story, an idea, a self-image or a faith.

The Boundary of AgencyCINEMATIC OVERVIEW · 4:55 · 5 PROJECTS
Concordance Studio LiveLens: home page Concordance Studio LiveLens: second view Enlarge

Concordance Studio LiveLens

A Windows companion for karaoke hosts that captures on-screen lyrics and sends a clean, cropped view to XREAL AR glasses so performers can look at the room.

C# · WPF · Direct3D · React
Vanitas: The Space Between: home page Vanitas: The Space Between: second view Enlarge

Vanitas: The Space Between

The official concept site for Vanitas, an industrial-metal project, and its album The Space Between, with an AI art pipeline and YouTube upload CLI.

Next.js · Tailwind · OpenAI Images
The Funky Academic: home page The Funky Academic: second view Enlarge

The Funky Academic

A searchable transcript library for educator Irami Osei-Frimpong: search an idea and jump to the exact moment in the video.

Astro · Tailwind · MiniSearch
Private client
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Cut Theory AI

An AI hairstyle lookboard app: a guided photo intake becomes a saved, salon-ready style board to bring to your stylist.

Expo · Supabase · OpenAI Images
Half-baked
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Mystical Bible Companion

The engine behind a Bible-study companion: the full World English Bible stored locally, with reflective AI commentary and passage suggestions.

Node · Express · AI
Chapter V · Aurum · Client & Brand Builds

The Tailored Tech Progression

Giving every brand its own world. A legal-evidence service, a contractor, a bar, a game community and anyone who needs a business card, each given a distinct visual identity, a clear message and working AI where it helps.

The Tailored Tech ProgressionCINEMATIC OVERVIEW · 5:00 · 5 PROJECTS
Clarity Systems: Clarity Case Intelligence: home page Clarity Systems: Clarity Case Intelligence: second view Enlarge

Clarity Systems: Clarity Case Intelligence

A marketing site for a digital-evidence service that turns texts, emails and photos into clear timelines and attorney-ready exhibits.

Next.js 16 · Tailwind 4 · Netlify
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Ingenuity Building & Design

A Renaissance-workshop website for a Boise contractor, with parchment, blueprint sketches, wax-seal buttons and a Gemini intake concierge.

React · Vite · Netlify Functions · Gemini
Private client
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Big Al's Cocktail Menu

An offline-first PWA cocktail menu with swipeable illustrated drink cards and an AI restock mode that reads photos of a satellite bar's cooler.

Vanilla JS PWA · OpenAI Vision
Private client
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DUST: Permacore Worlds

A cinematic hub for a network of Rust servers, with world pages, one-click join links, live wipe countdowns and Discord throughout.

Next.js 16 · Framer Motion · GSAP
Private client
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CardCraft

An AI digital business card generator: describe the look you want and AI fills a proven scaffold's sockets, producing a PWA card with QR and vCard.

Vanilla JS · PWA

Badges

  • Half-baked

    This project doesn't have a full MVP yet. It's shown as an example of work in progress that's on hiatus while other projects take priority.

  • Open source

    Public repository; source code is available on GitHub.

  • Private client

    Built for a client or brand; not a public product.

For teams and incubators

A 20-minute intro call.

Matthew builds AI-powered applications and workflow tools as MVP-ready experiences. You stay in control: clear scope, a realistic timeline, and honest pricing, with no lock-in. Start with one or two high-impact workflows and expand from there.