Perspective and judgment
You
Bring your goals and perspective. Explore proposals with MAH, shape the boundaries, and make the decisions that need you.
MAH Product System
One Project. Many Machines. Continuous Evolution.
MAH brings your machines and AI Agents from different providers together to keep your project improving. Evolution discovers opportunities, advances the work, checks results, and continues into the next round. Explore the direction with MAH, and stay involved in the decisions that matter.
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.
A stable division of work
One System, Three Clear Responsibilities
Proposals and progress
MAH
Discover opportunities, propose directions, and turn shared goals into ongoing work. Keep the project moving and bring back results to learn from.
Execution and checking
AI Agents
Research, analyze, write, implement, operate, and verify through the providers configured for the project.
What MAH keeps connected
The Work Survives the Chat Window
Keep files and instructions close to the work. Use task history to follow progress, add follow-ups, and inspect results without reconstructing the project for every step.
Files and notes · 01
Give the work a starting point.
Keep the brief, source material, and working files with the project. Your next task can refer back to them.
- The project brief
- Research and source notes
- The working draft
A Project That Remembers
Keep the original outcome, local files, project knowledge, task history, and follow-ups connected instead of rebuilding context in each tool.
Different Agents, Connected Work
Combine different Agents for planning, execution, and review. MAH keeps their work connected to the same project without making you coordinate every handoff.
Keep Going Through Interruptions
Keep work going beyond a single conversation. MAH tracks progress, handles recoverable interruptions, and shows you what needs attention.
See What Changed and Why
See the results, the checks behind them, and what MAH suggests next. Open the details when you want to understand how it got there.
A clear starting point
What You Need to Start
Apple Silicon Mac
Development builds are intended for testing. Download availability follows the current release policy. macOS 12.0 or later.
MAH Account
Sign in to connect the app, package resources, account machines, and any shared team seats to one account.
At Least One Agent
Configure a supported Agent integration on the Mac. Provider accounts, subscriptions, and limits remain separate from your MAH package.
A Project Folder
Choose the local folder that contains the work. MAH keeps the outcome, tasks, knowledge, and review trail attached to it.
Supported Agent Integrations
OpenAI CodexClaude CodeGoogle AntigravityCursor AgentGitHub Copilot
Configure at least one supported Agent to begin. Provider subscriptions and usage limits are separate from MAH; you do not need to connect every integration.
The ongoing work loop
From an Idea to Ongoing Progress
01
Explore the Direction Together
Bring an idea, a goal, or a problem. MAH proposes possibilities; together you shape what to pursue and the boundaries for the work.
02
Let MAH Plan and Route
MAH turns the direction into steps and coordinates your configured Agents across participating machines.
03
Keep Work Moving
Agents carry out the work and check the results. MAH keeps the context, follows progress, and handles recoverable interruptions.
04
Review, Decide, and Continue
Use the results and MAH’s suggestions to refine what comes next. Evolution continues, with you involved where your judgment matters.
Your MAH workspace
One App. Three Connected Views.
Use Workbench for hands-on project work, Evolution for ongoing improvement, and Fleet to connect the people and machines behind it.
Daily project work
MAH Workbench
Sign in, connect Agents, open projects, run tasks, schedule follow-up work, and review results from the desktop project center.
Automatic project improvement
MAH Evolution
Run continuous rounds of discovery, implementation, review, refinement, maintenance, and repair across participating machines.
Account and team operations
MAH Fleet
Manage team members and machines, and see which machines are advancing your shared projects.
Human Control Stays Visible
Stay in Control of the Work
See what changed, why it matters, and what MAH suggests next. Explore the reasoning, refine the direction, or pause the work whenever you need to. The details remain available for a closer look.
Desktop-First Data Boundary
Project Work Stays Anchored on Your Mac
MAH coordinates around the local project and the Agents configured on the machine. Information you choose to send to a third-party Agent is handled under that provider's terms. See the current service and account boundaries before you start.
Review Security and Data BoundariesSimple package choice
Same Capabilities. Choose the Resources You Need.
Every package includes the same MAH capabilities. Packages differ only by seats, account machines, and monthly Agent time.
Start with Free. Add resources as your project grows.
Development Environment
Start Your Next Project with MAH
Install MAH, connect your AI Agents, and start your first project.
Download MAH for macOSApple silicon · macOS 12.0 or later