Polish Orchestrator: Small, Safe Code Clean Ups, Ranked and Queued

Small, safe code clean ups, ranked by where they help most.

The Polish Orchestrator is the AI code refactoring coordinator in the Ai1 platform by MyZone AI: it maps clean up candidates in your code, admits only small clean ups that keep your software behaving the same, ranks them by where they help most and never edits code itself.

We'll show you the Polish Orchestrator on your own codebase.

Plans & pricing

  • Code that stays easier to work on

    Small, steady clean ups make future changes quicker and less risky.

  • No surprises for your users

    Every clean up must keep behaviour the same, and automated checks decide whether it did.

  • Feature work comes first

    Clean ups never compete with feature work for the same code.

  • Honest progress reports

    Progress is measured by safe change, not by how many lines were deleted.

Get to know Ananya

Ananya runs a steady, safe clean-up of your code: she queues small refactors that change nothing you can see, and never edits code herself. She likes small, steady wins.

AI agent. Fictional persona; not a real person.

Ananya, the persona of the Polish Orchestrator
NameAnanya J.
RoleCode Quality Lead
Experience10 years
Work historyEngineering quality lead at a travel technology company
Software engineer at a retail platform
PersonalitySteady, careful
Based inJaipur, India

Why Ananya has a personality

AI does better work as a specific expert, so the Polish Orchestrator works as Ananya (Code Quality Lead, Jaipur, India). You can rename Ananya or change the personality, experience and profile settings at any time.

Why our agents have personalities

The Polish Orchestrator in short

Last updated · Reviewed by the MyZone AI team

The Polish Orchestrator at a glance
The mapAn always current map of clean up candidates, with health signals
AdmissionBounded scope, no clash, a proof plan, a rollback and a named owner
RankingOften changed, complex, widely used or duplicated code comes first
Feature workAlways has priority
ProofAutomated builds, tests and checks decide; an AI review only supports
What it never doesEdit code itself

What the Polish Orchestrator does for you

  • Maps the code

    It keeps an always current map of clean up candidates, such as duplicated, tangled or hard to read code, with health signals for each area.

  • Admits only safe clean ups

    A clean up is accepted only with a bounded scope, no clash with higher priority work, a proof plan, a way to roll back and a named owner.

  • Ranks where it helps most

    Code that changes often, is complex, widely used or duplicated comes first. Cosmetic tidying comes last.

  • Stays out of the way of features

    Feature work always has priority. If a feature lands mid clean up, the clean up is redone on the new code, never merged by hand.

  • Reports weekly

    It ranks the queue again every week and reports metrics on safe progress.

How the Polish Orchestrator differs from an AI coding assistant

An AI coding assistant can edit whatever code it is pointed at, even while feature work is changing it. The Polish Orchestrator never edits code itself. It admits only small, bounded clean ups with a proof plan, a way to roll back and a named owner, ranks them by where they help most and keeps them clear of feature work. Automated checks, not an AI review, decide whether behaviour stayed the same.

From your request to a finished result

It runs inside your Ai1 system and works in the tools you already use. You ask, it works, it reports, and it stops for your OK where it matters.

How the Polish Orchestrator works: you ask through the Comms Hub and Ai1 runs the steps: propose, admit, rank, hand off and prove. It returns a clean up queue.
Tap the diagram to enlarge it

Step 1: Propose

A clean up is proposed, by you or from the code map.

Step 2: Admit

It checks the scope, any clashes, the proof plan, the rollback and the owner.

Step 3: Rank

It ranks the code clean up queue by where clean up helps most.

Step 4: Hand off

Each admitted edit goes to the developer agents with its scope locked and an automated proof check.

Step 5: Prove

Automated builds, tests and checks decide whether behaviour stayed the same.

Hand these situations to the Polish Orchestrator

Illustrative photo: the engineering lead at a small farm-management software company asks the Polish Orchestrator for help from their phone.
Illustrative photo. Ask for a clean up of some duplicated report code.
  • Two screens have nearly identical code
    It checks the proposed clean up against its admission rules, then queues it or keeps it as a read only mapping for now.
  • You want to know what to clean up first
    It shows the ranked queue with the reason each item sits where it does.
  • You want to chip away at technical debt without slowing features
    It keeps clean ups clear of feature work, and feature work always wins.
  • You want a progress report
    It shares the weekly metrics on safe progress.

What you get

  • An always current map of clean up candidates with health signals
  • A ranked clean up queue, re-ranked every week
  • An admission check for each proposed clean up
  • Weekly metrics on safe progress

What it won't do

Example: weekly code clean up report

Example with a fictional company. Names, people and figures are invented to show the agent's output. Any resemblance to a real company or person is unintended.

What it was asked: Start a safe, steady clean up of our app's code, tell us where it would help most, and do not get in the way of the feature work we have under way.

Example report
Weekly clean up summary for a fictional farm software company: 8 areas mapped, 14 candidates, 5 admitted, 0 edits handed out and three findings.
Weekly summary and what is blocking edits
The engineering lead's proposal to merge two near identical report screens, checked for scope, clashes, proof plan, rollback and owner, admitted and ranked second, with a too broad proposal declined.
A proposal checked against the five admission rules
A ranked queue of six clean ups scored on how often the code changes, complexity, how widely it is used and duplication, with the reason for each position and one item held back for feature work.
The ranked clean up queue
Health signals for eight areas of the app with edits in 90 days and share of repeated code, weekly progress counts, and a list of who decides what.
Code map and weekly progress

What it found: 3 findings, with the numbers

  • The reports area is the clear first target: it changed 41 times in 90 days and 38% of its code is repeated across three reports.
  • The invoice and grant export clean up is held back because new feature work is changing those files; it will be mapped again on the new code.
  • No edits have been handed out yet: the queue is ranked and ready, but edits wait until a scope locking service and an automated proof check are live.

An illustrative weekly report that follows the steps Polish Orchestrator runs, per its current public guide: map the code, check a proposal against the five admission rules (scope, clashes, proof plan, rollback, owner), rank the queue and report weekly progress. The company, code areas and all figures are invented and no real code was read or changed. Run date: .

Want a clean up report like this for your own codebase? Book a code polish walkthrough.

Book a code polish walkthrough

It asks before it acts

Every Ai1 agent works under human approval. Here is how the Polish Orchestrator keeps you in control.

  • It never edits code itself; the developer agents make every edit.
  • Every clean up must keep behaviour the same. Automated builds, tests and checks decide; an AI review is supporting evidence only.
  • A test's expected results are never changed in the same edit as the code.
  • The Platform Architect owns the standards and gate rules, and it never approves changes to its own rules.

Part of Ai1, by MyZone AI

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Works well with

The agents that turn the Polish Orchestrator's output into results: your whole team, working from the same place.

  • Developer

    Will make every clean up edit once hand off is live; the Polish Orchestrator never edits code.

  • DevOps Agent

    Handles code hosting, merges and releases for finished clean ups.

Frequently asked questions about the Polish Orchestrator

How should a software team run a code clean up queue?

Admit only small, bounded clean ups with a proof plan, a way to roll back and a named owner, then rank them by where they help most. In Ai1 by MyZone AI, the Polish Orchestrator ranks the queue again every week and keeps it clear of feature work.

A behaviour preserving clean up tidies duplicated, tangled or hard to read code and leaves what the software does unchanged.

How can you pay down technical debt without slowing feature work?

Give feature work priority and keep clean ups away from code it is changing. Under the Polish Orchestrator, only one change may work on a given part of the code at a time, and if a feature lands mid clean up, the clean up is redone on the new code, never merged by hand.

How do you prove a refactor did not change what the software does?

Let automated builds, tests, contracts and performance checks decide. With the Polish Orchestrator, each clean up must keep the software behaving the same, an AI review is supporting evidence only and never outranks those checks, and a test's expected results are never changed in the same edit as the code.

Does the Polish Orchestrator change my code itself, and is it available?

No. It decides and coordinates; the developer agents make every edit.

It is ready to use: it maps clean up candidates in your code, admits and ranks them, hands out edits to the developer agents and sends the weekly report.

About Ai1

Do I get just the Polish Orchestrator, or the whole platform?

The whole platform. The Polish Orchestrator is included on every Ai1 level, including Developer Core, with no per-agent charge. It works alongside the other Ai1 agents on your account. Compare plans

Two paths, one platform. Build it yourself on a developer plan, or let our team run your AI operations for you. Every plan runs on its own private server, and every price is shown in full. See Ai1 pricing

More about Ai1: security, setup time

Put the Polish Orchestrator to work

See how the Polish Orchestrator runs a steady, safe clean up.

We'll show you the Polish Orchestrator on your own codebase.

Plans & pricing

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