Agytomo
Private beta

Describe the task. Approve the plan. Get the PR.

Agytomo turns what you write into a plan you review before a single line of code runs — then executes it with agents on the AI plan you already pay for. Your credential never leaves your machine.

Join the betaSee pricing

Private beta, by invitation · runs on your own plan at zero API cost

One task, start to finish.

This is the whole product: a sentence you type, a plan you approve, agents that run it, and a pull request you can check.

  1. 01You write

    Describe what you need, in plain words.

    No prompt engineering and no ticket template. Constraints matter more than phrasing — say what must not break.

    Task

    Add rate limiting to the login endpoint. Max 5 attempts per minute per IP, return 429 with Retry-After. Don't break the invite flow.

  2. 02Agytomo plans

    A plan comes back before any code runs.

    Your own engine reads the project's context and breaks the task into work packages. You edit them, cut them or reject the whole thing.

    Proposed plan

    • WP-1 · Rate-limit middleware on the login route
    • WP-2 · Sliding-window counter in Redis
    • WP-3 · Tests: 5 pass, 6th blocked, invite flow intact

    Nothing executes until you approve.

  3. 03Agents execute

    The work runs on your machine, on your plan.

    Each work package becomes a run you can watch live — which agent picked it up, which model it chose, and what it costs. One board, no guessing.

    Login rate limiting
    Live board · 3 work packages approved
    Private beta
    Queued

    WP-3 · Rate-limit tests

    QA

    —
    Running

    WP-1 · Rate-limit middleware

    Backend · claude-sonnet-4.5

    $0 · your plan

    WP-2 · Sliding window in Redis

    Backend · gpt-5-codex

    $0 · your plan
    Review

    Password reset token expiry

    Security · claude-opus-4.8

    $0.12 · API
    Done

    Data export endpoint

    Backend · gpt-5

    $0.08 · APIPR #124

    Real cost per run · model picked by coding benchmark · every run leaves a branch, a PR and an audit trail

  4. 04You review

    A pull request, with the evidence attached.

    Nothing lands silently. You get the branch, the diff and the trail of what ran and what it cost.

    Result

    • PR #128 · 3 files changed · +142 −8
    • 12 tests passing · invite flow untouched
    • Cost: $0 — it ran on the plan you already pay for

Where the model runs is your call.

  • Your own plan

    Claude Code · OpenCode · Codex

    Connect over MCP and runs execute on your machine, with the model from the plan you already pay for. The credential never leaves your computer.

    No API cost

  • Your API key

    Bring your own key. Each task goes to the best-value model for coding, and you see the real cost per run.

    Curated routing

  • Managed

    Execution credits with nothing to set up.

    Coming soon

The desktop app keeps working after you close the window.

Install it, connect once, and it picks up tasks in the background using the AI plan already installed on your machine. Closing the window sends it to the tray — the work carries on.

Windows, macOS and Linux · signed automatic updates

Get access to the private beta.

Request access to test Agytomo with a real project. If you already activated an invite, sign in with email and password.

Join the betaSign in