Build on What You Learn
Your files, project rules, task history, and follow-ups stay connected. Start the next task with the project already in view.
MAH App
Automatic Project Evolution
Your project keeps evolving.
Bring your computers and different AI Agents together to keep your project improving. MAH finds what needs work, makes changes, checks the results, and keeps going.
Apple silicon · macOS 12.0 or later
Find the direction together. Stay involved in the decisions that matter.
Many Machines. One Project.
Connect more machines as your project grows.
1 machineStart with an idea and one machine.
Your Project
Day & Night
24 hours a day7 days a week
MAH Evolution
Find the next useful improvement for your project.
Shape the direction with MAH.
Keep evolving, together.
Multi-Agent Collaboration
Different Agents. One Team.
Combine AI Agents from different providers. Bring their different strengths to the same project: thoughtful planning, working software, deeper research, and clear documentation.
MAH connects what each Agent contributes, so ideas become improvements and new findings guide the next round of Evolution.
One Project. Shared Context.
Plan
Claude Code
Work through the approach
Build
OpenAI Codex
Implement and verify changes
Research & Docs
Google Antigravity
Turn sources into clear knowledge
- OpenAI Codex
- Claude Code
- Google Antigravity
- Cursor Agent
- GitHub Copilot
Agent accounts, subscriptions, and provider limits are separate from MAH.
Think with MAH
Find the Direction. Together.
You do not need to arrive with every answer. Bring an idea, a goal, or a problem. MAH explores possibilities, spots opportunities, and proposes where to go next.
Shape the direction together, then let Evolution move it forward. As the project develops, new findings can lead to better ideas. You stay involved in the choices that matter.
From an idea to a direction
You · An ambition
“Help more people get value from this product.”
MAH · A proposal
“Let’s explore where new users get stuck. A simpler first experience could be our next improvement.”
Together · The next direction
Understand the friction. Improve the experience. Learn from the result.
Continuous Evolution
More Progress. Less Supervision.
Products, research, content, and operations can all keep improving. MAH carries the project forward across your machines, without waiting for you to prompt every next step.
Work Across Machines
Let multiple computers contribute to the same project. Their Agents share the work and keep progress connected.
Keep Improving Automatically
Discover opportunities, build improvements, check results, and fix problems. Each completed round feeds the next.
Explore the Direction Together
Bring your perspective. MAH proposes opportunities and next steps, so you can shape the project’s direction together.
Representative work
What Will Your Project Become?
Build a product, develop a body of research, or keep an operation improving. Coding is one of the tools your Agents can use to move the project forward.
Build a product
Keep Making Your Product Better
Example Brief
“Keep improving this product. Build the next useful features, fix problems, and verify the changes.”
What to Ask For
Working features, repaired issues, and checked changes that build on each other.
Develop research
Turn New Evidence Into Better Answers
Example Brief
“Keep researching this topic. Track new evidence, test our assumptions, and refine the conclusions.”
What to Ask For
An evolving body of research with sources, analysis, and stronger conclusions.
Improve ongoing work
Move the Whole Project Forward
Example Brief
“Keep this project improving. Update the content, find recurring problems, and carry out useful improvements.”
What to Ask For
Better content, maintained project assets, and improvements carried through to completion.
How it works
Shape the Direction Together. Keep Evolving.
01
Explore the Direction
Start with an idea or a problem. Explore MAH’s proposals and shape the goals and boundaries together.
02
Connect Your Machines
Bring your computers and configured AI Agents into the same project to work together.
03
Turn on Evolution
Enable Continuous Evolution. MAH finds improvements, carries out the work, and checks the results.
04
Let Progress Continue
The next round starts automatically when ongoing work is settled. Step in when MAH needs your decision.
Packages
The Same Capabilities, at Your Scale.
Every package includes the same MAH capabilities. Purchases change seats, account machines, and monthly agent time only.
Start with Free to explore the workflow. Compare Pro, Max, and Team when you need more resources. Your Agent provider subscriptions remain separate.
See Packages- Seats
- People covered by the account package.
- Account machines
- Desktop and Fleet machines that can join the account.
- Monthly agent time
- The account-level allowance for active agent work each month; new work waits when it is used up.
Before you begin
A Few Things Worth Knowing.
Know what you need, what is included, and where you stay in control.
What Do I Need to Get Started?
An Apple silicon Mac with macOS 12.0 or later, a MAH account, at least one configured Agent, and a project folder. Visit Downloads, then follow the in-app setup guide.
Read the Setup GuideDoes MAH Include My AI Agent Subscription?
No. MAH coordinates the Agents you configure. Any subscription or authorization required by an Agent provider remains separate from your MAH package. Provider availability and limits still apply.
See What Packages IncludeCan I Try the Same Capabilities on Free?
Yes. Free, Pro, Max, and Team include the same MAH capabilities. Packages differ in seats, account machines, and monthly Agent time.
Compare Included ResourcesDoes Work Continue When My Mac Is Off?
With cross-machine collaboration enabled, other available machines can keep advancing the shared project. Around-the-clock work needs participating machines online, configured Agents, and available account and provider resources. A powered-off machine cannot run tasks.
Understand Setup and RecoveryWhere Does My Project Data Go?
Project work is anchored locally. MAH account and billing services do not collect your project files or task content. Information sent to a connected Agent is processed under that provider’s terms and data settings.
Review the Data BoundariesDevelopment Environment
Download MAH for macOS
Development builds are intended for testing. Download availability follows the current release policy.
Install MAH, connect your AI Agents, and start your first project.
Download MAH for macOS