MM / INDEPENDENT WORKSHOP
Building in public ●
Justin Bauer // Magi Metal
Thoughtful tools
for agents, interfaces,
and worlds worth exploring.
A personal workshop for meticulous developer tools, creative software, and experiments built to survive contact with real work.
Explore the projects ↓
Follow the signal
01 / Built in public
Selected projects
03 projects / all active
Flagship projectMM-001
Active / pre-1.0
magi-code /
Agent workbench
A repository-aware coding agent built for deep, long-running work—with a primary-agent-led flow, capable subagents, focused tools, and Mission Control.
Open project dossier ↗
- Role
- Creator and maintainer
- Focus
- Control, context, and performance
- Systems / stack
- Rust / Ratatui / provider APIs
- Field note
- 1,700+ subagents in one four-week session
AXI series / 01MM-002
Published / active
magi-linear-axi /
Context with intent
A direct, non-interactive Linear CLI that keeps agent context lean and work reliable—without an always-loaded MCP tool surface.
Open project dossier ↗
- Role
- Creator and maintainer
- Focus
- Agent context efficiency
- Systems / stack
- Rust / GraphQL / TOON
- Published evidence
- 38.9% fewer tokens in its benchmark cohort
AXI series / 02MM-003
Active research
magi-unreal-axi /
Worldbuilding interface
A self-contained Rust CLI and native Unreal plugin designed to let coding agents inspect, build, and safely change Unreal projects.
Open project dossier ↗
- Role
- Creator and maintainer
- Focus
- Agent-driven game development
- Systems / stack
- Rust / C++ / Unreal Engine
- Current state
- Certified through P1.5 / P1.6 in progress
02 / Behind the alias
Careful work.
Strange ideas.
Magi Metal is my workshop. I’m Justin Bauer—a lead software engineer working on emerging AI experiences, a meticulous toolmaker, a husband, and a full-time caregiver.
Most of what I build starts with a small friction I can’t stop thinking about. I like owning the details, testing unconventional approaches, and using AI as a tool to expand what one person can understand and make.
- Design for the work, not the demo
- Spend context with intent
- Keep the strange part
03 / Outside the forge
Off the clock.
Still curious.
A partial inventory
01 / Games
One more
for the library.
Playing, collecting, and exploring a Steam library that has grown past 1,300 games.
02 / Music
Clean notes.
Unclean vocals.
Singing and self-teaching vocal techniques—including screams, growls, and everything between.
03 / Fantasy
Other worlds.
Better questions.
Fantasy, games, and imagined worlds are a constant source of creative fuel.
04 / Collecting
Cards, objects,
tiny histories.
Trading card games and the satisfying rabbit holes that come with collecting things.
05 / Elsewhere
Streams on.
Bags packed.
Watching Twitch, traveling when possible, and finding new places to be curious.
04 / Open channels
Find me elsewhere.
Say hello / follow along
Discord is shown as a copyable username.