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Marblo Build Notes 7 — Distributing Work Across Multiple AI Accounts

Marblo Build Notes 7 — Distributing Work Across Multiple AI Accounts

Several accounts: where should the next task go?

Assigning work across AI accounts means considering each account’s remaining allowance. Sending every task to one account can leave another account’s allowance unused.

Marblo’s multiple AI accounts feature distributes work by remaining allowance. During the hypemarc.com work, remaining allowance determined which accounts were candidates for the next assignment.

Connect logged-in accounts and distribute by remaining allowance

Connect several accounts, such as Claude and GPT, and Marblo checks their remaining allowance to distribute work evenly. Accounts that are already logged in connect immediately, without clicking.

Connect the accounts you already use. Marblo then uses their available allowance to decide where subsequent tasks go.

In practice: a new task goes from Claude to Codex

During the hypemarc.com work, one Claude account's remaining allowance fell below the 10% reserve threshold. That account automatically dropped out of the assignment candidates. A new task went to a Codex account with more remaining allowance.

This changed the candidates for a new task: the Claude account left the pool, and Codex took the next assignment. The 10% reserve threshold was the threshold observed in this work.

State observed during the workActual assignment result
Claude account allowance fell below the 10% reserve thresholdThe account automatically dropped out of the assignment candidates
Codex account had more remaining allowanceA new task was assigned to the Codex account

Why it helps: available allowance informs the next assignment

Account allowance informs task assignment, reducing the need to check each account manually and choose one for the next task.

To evaluate assignments, check task destinations alongside account allowances. In this example, the account below the reserve threshold left the pool and an account with more allowance took the task.

When to use it

  • When distributing work across several AI accounts, such as Claude and GPT
  • When accounts have different remaining allowances that should inform assignments
  • When you want to connect accounts that are already logged in and use them for work

Evaluate how allowance affects the next assignment alongside the number of connected accounts.

In this series

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Marblo Build Notes 7 — Distributing Work Across Multiple AI Accounts - Hypemarc Blog | Hypemarc