AutoLoop is now aisha.app · in development

One companion for the work you keep repeating.

aisha turns plain-language intent into versioned, inspectable loops — with explicit triggers, typed inputs, permissions, budgets, retries, verification, approvals, and full audit history. She does the repeated work; you keep the decisions.

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aisha's Loop Inspector in the native macOS app: a draft loop titled 'Review my weekly learning notes and prepare a short reflection draft', showing its purpose and desired state, the next safe step with a Start button, a six-stage draft structure, and Local simulation buttons. — **Loop Inspector, native macOS app.** A six-stage draft loop with its purpose, desired state, the next safe step, and a local simulation — no run yet.

The problem

Repeated agent work shouldn't run on trust alone.

A one-off prompt is fine. A loop that runs every day, spends money, and touches real systems is not — not without versions, budgets, approvals, and a record of what it did. aisha is that missing layer, with a face you can talk to.

Without aisha

A prompt in a script. No version. No budget ceiling. No idea what changed between runs — or why last night's loop burned through your quota.

With aisha

A typed, versioned loop with a budget, a retry policy, a verification step, an approval gate, and a full audit trail. Replay it, diff two runs, and prove what happened.

What's inside

Everything a repeated loop needs to be trusted.

Plain-language intent

Tell aisha what the loop should do. She compiles it into a typed, inspectable definition you can read and version.

Budgets & permissions

Hard ceilings on spend and explicit permission scopes. A loop can't quietly do more than you allowed.

Verification & approvals

Built-in verification steps and runtime approval gates. aisha pauses and asks you when it matters.

Retries & checkpoints

Failure policies, replay, and checkpoints so a long loop survives the messy real world.

Versions & audit history

Every change versioned, every run logged. Diff two versions, replay a run, prove what happened.

Loop Doctor

Health states and recommendation-only checks catch a drifting loop before it costs you.

Real screenshots

See aisha in action.

Captured from the app in development on October 3, 2026. Loops shown use sample data and sample tools.

Workbench Flow canvas with connected stage cards: Look at something – Collect current evidence, Decide – Choose the next useful action, Do something – Carry out the bounded action, Check the result – Verify independently; Test and Run buttons at the top right. — **Workbench.** A loop's stages on the Flow canvas — from “Collect current evidence” to “Verify independently” — with Test and Run. A banner notes the stages use fixed sample tools and nothing is connected to real data yet.

Mobile view of the Earth plane with an example loop card, 'planetary logistics', listing the steps source, itinerary, deliver, recover and rebalance. — **On mobile.** The Earth plane's illustrative example loop, “planetary logistics”, step by step.

The 'You' plane in definition view: a saved loop panel listing six steps from Collect current evidence to Stop safely, with an Open this Loop button, and the loop shown as a ring at step 04, Verify independently. — **Saved loop.** Previewed on the “You” plane: six numbered steps, from collecting evidence to stopping safely.

The 'You' plane, plane 01 of 18: sample loops grouped into Care, People, Work, Growth and Admin around a centre card reading 18 loops and 107 stages mapped, both marked sample, with an Open Workbench button. — **The “You” plane.** Sample loops grouped into care, people, work, growth and admin.

The Mars plane, plane 11 of 18, titled 'Build long-term independence one loop at a time', showing illustrative future loops plotted on a globe of Mars. — **Mars, plane 11 of 18.** Illustrative future loops plotted on the planet.

Built to grow

One ladder, from a single loop to shared stewardship.

aisha scales with the seriousness of the work. The same primitives carry you from a personal task to coordinated, accountable systems — without trading away control for convenience.

Loop

Repeated execution — the atom: triggers, inputs, budgets, verification.

Living loop

Evidence-guided evolution — proposes its own improvements, you approve them.

Mission

A measurable real-world outcome with explicit evidence and guardrails.

Institution

Durable authority, resources, accountability, and succession.

Federation

Cooperation among sovereign institutions — with lawful exit.

Local-first

She lives on your machine.

aisha runs as a native desktop app or in the browser. Definitions, runs, and history are stored locally. Loops export as portable, signed packages — they never auto-run on import, and exports reject likely embedded credentials.

No cloud account required to think. Your automation, your data, your control.

triage-inbound · loop

name:     triage-inbound
trigger:  every 30m
budget:   $2.00 / day
steps:
  - classify   # typed input
  - draft      # with retries: 2
  - verify     # gate before send
approval: required on send
audit:    full history

Download

Wherever you are.

Native on the desktop, in your pocket on mobile. Builds land with early access.

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Early access

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aisha.app is in active development. The early-access list opens soon.