Agentic coding, set up for engineering teams
Get your codebase ready for agents.
We set up the checks that stop bad code, and tools so your agents can iterate quickly.
For your team
Your engineers are figuring out agents alone.
Everyone on their own tools and prompts, in a codebase that lets an agent merge whatever it writes. We set up one way of working for the whole team, and the checks that keep the agents honest.
See how it worksBuild a product
Or hand us a project to ship.
Your developers already have a full roadmap. We take a project off it, a new product, an app or an internal tool, and ship it fast, in your own cloud account and ready for your team to own.
See how we buildWhat actually holds
Four things keep an agent honest. Most teams have only the weakest one.
Whatever gets past all four lands on a person in review. Every comment they leave is a check that should have existed.
Strongest firstWhat happens to bad code
- Architecture and conventionsHard to get wrong
- The compiler, types and schemasWon’t compile
- Checks in CIWon’t merge
- Rules, skills and style guidesEasy to ignore
How it works
It doesn’t happen in a day, and it shouldn’t.
Your team keeps shipping the whole time. New code meets the standard from day one, and older code catches up as your team works on it.
A free call
We meet face to face
A short video call with whoever runs engineering. You tell us where your team is, and we tell you what we would do and what it costs.
Then
We meet your team
One or a few of your developers walk us through how you build, what your agents get wrong, and the patterns you want more of. We change nothing in your codebase.
That week
Tools and a plan for your team
Tools your developers use to set standards across the codebase, so agents write code that fits: a better product that is easier to maintain. And a plan for what to use first.
A working session
We put them in place together
We set the tools up with your engineers without blocking work already in progress, and show them how to keep using them.
A few weeks later
We check your progress
How the tools and strategies are working for your team, what has improved, and what to take on next.
The first call is free. One price covers everything after it, from meeting your team to the follow-up. No hourly rate. A monthly review after that is an optional add-on.
For the rest of your company
Your team pays for Claude. It could be doing far more.
Most people use it like a search box. We show your team how to hand it real work, set up with your documents and tools, and skills for the tasks they repeat every week.
Put AI to workWhat that looks like
- A weekly report, drafted from your own numbers
- Replies in your voice, from your own documents
- Research that used to take an afternoon
- The task someone repeats every Monday
Build a product
Hand us a project. We ship it fast.
For companies whose developers are already committed, or who do not have any. We take a new product, app or internal tool from scope to production, and hand it over with the guardrails in place so your team can keep building on it.
More on how we build an MVP, on React Native apps for iOS and Android and on putting your product in Claude and ChatGPT.
Web, mobile and the plumbing
Web apps, mobile apps, APIs and the background jobs behind them.
One team, start to finish
Design and engineering under one roof, not handed between vendors.
Your cloud, your name
Deployed to your own account from the first week, never ours.
Guardrails from day one
The same trust gates we put in for client teams, installed as we build.
Weekly working demos
Software on a real URL every week, not a status deck.
You own all of it
The code, the data and the accounts stay yours throughout.
Built and shipped
All work
Scrap-It · 2026 · 3 months
ClearSite
Lots with no addresses, graded from a drive-past. The plat becomes a map, the map gives every lot coordinates, and a camera on a truck does the rest.
Expo · tRPC · NestJS · LangGraph · Postgres · AWS

Humach · 2026 · 2 months
Feedback to Action
An AI voice agent that collects customer feedback by phone, and turns thousands of calls into one report per location.
TanStack · Twilio · ElevenLabs · LangGraph · Postgres · AWS
Our setup, in the open
The exact setup our agents use to build Expo apps.
Every MCP server and skill we give the agent, what each one does, and the command to install it. Copy what you need.
See the Expo stackMore setups and tools
- DesignMobbin MCP
- Motionanimate-expo
- Fast React codeReact best practices
- Fast mobile codeReact Native skills
- Test and profileArgent
- Docs and deploysExpo MCP
About
Meet the founders

Vince Miller
Co-founder

Gary Miller
Co-founder
VMGM is led by brothers Vince and Gary Miller. We have been building and running complete products since 2019, back when AI could not write a line of code, and that groundwork is what the tools multiply: the fundamentals first, the tools on top.
More about usStart here
Tell us what you need, out loud.
Our AI voice agent asks a few questions, you answer by talking, and we come back that week with honest thoughts on whether we are the right fit.





