MAH Product System

One System for Ongoing Work, From Intent to Decision

MAH coordinates people, AI Agents, and project context around a shared outcome. You set direction and guardrails; MAH plans, routes, schedules, checks, and recovers; configured Agents carry out the work; and you return for decisions instead of process supervision.

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MAH Ongoing Work

Workstreams

Customer research

Product launch

Weekly operations

Project Context

Anchored locally

Outcome

Prepare the launch decision

In Progress

Plan and route the work

Ready

MAH

Research the customer path

Complete

AI Agent

Prepare the launch decision

Working

MAH + Agents

Human Decision

Confirm the launch boundary when the evidence is ready.

A stable division of work

One System, Three Clear Responsibilities

Direction and judgment

You

Set the outcome, define the guardrails, take over risk, and make the decisions that genuinely need a person.

Continuity and control

MAH

Plan and route the work, preserve project context, keep background progress moving, recover failures, and return review evidence.

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

MAH is the continuity layer around the work. Agent providers can change from step to step while the outcome, current state, recovery path, and evidence stay attached to the project.

Persistent Project Context

Keep the original outcome, local files, project knowledge, task history, and follow-ups connected instead of rebuilding context in each tool.

Planned Multi-Agent Execution

Turn an outcome into reviewable steps and route each step through a configured Agent without making you coordinate every handoff.

Background Continuity and Recovery

Queue, schedule, continue, and recover work outside a single chat session while keeping current state and the next action visible.

Decision-Ready Review

Return conclusions, checks, changes, and audit evidence as a small set of decisions, with the underlying detail available when needed.

A clear starting point

What You Need to Start

Apple Silicon Mac

The current private preview requires Apple silicon and macOS 12.0 or later. Check Launch Status before planning an installation.

MAH Account

At Least One Agent

Configure a supported Agent integration on the Mac. It is an execution option inside MAH, not the product itself.

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 CodeCursor AgentGitHub CopilotGoogle Antigravity

These are execution integrations. MAH keeps the project system, task continuity, review, and human decision boundary around whichever Agent handles a step.

The ongoing work loop

From Outcome to the Next Trusted Decision

Set the Outcome and Guardrails

Describe what should be true when the work is done, what must stay within bounds, and which decisions remain yours.

Let MAH Plan and Route

MAH prepares reviewable steps and assigns them across the Agents already configured on the Mac.

Keep Work Moving

Agents execute and check while MAH preserves context, schedules follow-up, tracks progress, and recovers bounded failures.

Review, Decide, and Continue

See the conclusion, evidence, and next action. Make the decision that needs you, then continue from the same project state.

One product family

Three Connected Products, Clear Jobs

You do not need to understand the architecture to use MAH. Each product has a visible responsibility, while the platform keeps work, governance, and account operations from becoming separate systems you have to assemble yourself.

Daily project work

MAH App

Sign in, connect Agents, open projects, run tasks, schedule follow-up work, and review results from the desktop project center.

Ongoing project direction

MAH Evolution

Connect research, roadmaps, implementation work, and review so project direction can keep improving over time.

Account and team operations

MAH Fleet

Review account machines, workspace members, seats, shared activity, and account-level operations from one focused product.

Human Control Stays Visible

Decision-Ready, Not Babysitting

MAH compresses Agent activity, task status, checks, and recovery into the conclusion and next action. You can review, redirect, stop, or continue the work, with raw detail available when you need it.

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 Boundaries

Simple 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. Paid purchases begin in MAH App Account so Checkout stays connected to the signed-in account.

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Private Preview

Check current access before you plan a rollout.

MAH has not officially launched. Public downloads are closed while the product is being developed and tested.

View Launch Status