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For engineering teams

Migrations, refactors,
coverage.

Kaer's Operator reads your codebase, writes the code, passes the tests, and opens a PR you can review — without interrupting the engineers who wrote it.

A rail that branches away from the main track and merges back into it
Fig. 13 · Branch and merge
Build — FilesDiff
The Build file tree beside the editor, showing the change the agent made
How it ships

From commit to merged.

Every change follows the same path your team already uses. No new workflow — Operator slots in at the code-writing step, opens the PR, and runs your existing CI.

  • Opens a PR on your branch — reviewed like any teammate's
  • Runs your CI: build, unit, e2e, typecheck, lint
  • Merge stays gated on human approval
Operator — BuildPreview
Operator building a page: the instruction thread on the left, the live preview on the right
What it handles

The work that stalls sprints.

01

Codebase-wide sweeps

Rename a symbol across 300 files, move a module, update every call-site and import. Operator maps the full dependency graph before touching anything.

Repo-scale
02

Dependency & version bumps

Upgrades a library, adapts every breaking API, patches the tests — then opens a PR with the diff already green.

Upgrade-safe
03

Flaky-test triage

Runs the suite in a fresh VM, isolates the non-deterministic path, fixes the race or timing assumption, and ships the patch.

Root-cause fix
04

Schema & migration safety

Generates the migration, writes the rollback, checks column defaults, and validates the ORM model before commit. No surprises in prod.

Rollback-ready
312tests run before every PR
≤ 4hfor a large refactor, end-to-end
0commits on your machine
100%of changed paths covered by default
We used to batch the migration and test-coverage work into a dedicated sprint every quarter. Now we hand it to Operator at the end of each cycle — and get the PR back in a few hours, with a rollback and the tests already green.
Daniel Osei — Staff Engineer, Pave

Ship the backlog.
Keep the engineers.

Operator integrates with GitHub, runs in your CI, and never needs a seat on the on-call rotation. Set up in under ten minutes.

A rail that branches away from the main track and merges back into it
Fig. 13 · Branch and merge