GitMir + CodeRabbit

Review the change.
Preserve what it changed in the product.

CodeRabbit provides an independent layer for reviewing, explaining and governing software changes. GitMir adds a product-level before and after that outlives the pull request it came from.

KEEP YOUR EXISTING WORKFLOW.

Workflow The two products are used side by side, by a person or by the agent they run. Nothing passes directly between them.

Your stack today

What CodeRabbit already does well.

CodeRabbit

  • Reviews a change with codebase and organizational context
  • Explains impact and risk, not only the diff
  • Reviews what people write and what agents write
  • Holds an independent review and governance layer

Review stays where it is. GitMir keeps the product-level before and after.

The product layer

What GitMir adds

  • The product model before the change
  • The product-level difference the change produced
  • The product model after it
  • A history of what the product does, the rules behind it and how states change, across analyzed commits
The workflow

Independent change review, plus a product history that survives the merge.

Today

  1. Proposed change
  2. Review, risk and governance
  3. Merge
  4. The reasoning lives in the pull request

With GitMir

  1. Proposed change
  2. Review, risk and governance
  3. Merge
  4. Product-level difference kept across analyzed commits
  5. Readable months later, without the pull request

Two layers over the same change, running independently. Neither one reads the other's output.

The flow

Two layers over one change

  1. Proposed changea pull request
  2. CodeRabbitreview, risk, governance and evidence on the change itself
  3. GitMirthe product before, the product-level difference, the product after

The two branches run in parallel over the same change. Nothing passes between the products.

Product proof

See a product-level difference on a real repository.

The public Supabase model carries the product state and what analyzed commits changed in it — the same record a reviewer would want six months after the pull request is closed.

The change on the table

What could break if subscription cancellation changes?

An example, so you can see the answer without uploading anything of yours.

What the product says about it
  • Areas it reachesBilling & Subscription · Support · Usage · Project Settings · Organization
  • RecordsSubscription · DiskAttributes · OrganizationUsage
  • Actions · 9updateOrgSubscription · confirmPendingSubscriptionChange · sendDowngradeFeedback
  • Endpoints · 8PUT /platform/organizations/{slug}/billing/subscription · POST /platform/feedback/downgrade
  • Screens · 7cancel or downgrade the subscription · change the plan
  • Customer pathsChange an organization's plan
Read from 83 files · 18.7 KB served against 0.17 MB of sourceOpen it and ask your own →
What has been measured

One run, published in full.

The one measurement GitMir has published is a 50-question run over a single repository, Supabase. It compared context systems answering the same questions, graded blind against repository evidence.

92%of answers correct, against 78% for the best-scoring alternative in that run
8.4Ktokens of context per question, against 27.4K
$0.07per question, against $0.19
Not measured

It did not measure a review workflow. A CodeRabbit review with a GitMir product history beside it has not been compared against the same review without one, so this page claims no result for that combination.

Product change history

See what changed in the product — not only what changed in the code.

GitMir updates the product representation from analyzed commits and keeps the product-level difference between versions: what the product does, the rules behind it, the things it works with, and the areas they touch.

Questions

What changes, and what does not.

Is GitMir a replacement for CodeRabbit?

No. CodeRabbit reviews the change. GitMir records what the change did to the product.

Does CodeRabbit read GitMir's model?

No. The two run independently over the same change, and neither consumes the other's output.

Keep your stack. Add the product layer.

Connect one repository and keep the product-level before and after of every change you review.

3,000 STARTING CREDITS INCLUDED · YOU SEE THE ESTIMATE BEFORE A BUILD STARTS · PROCESSING STOPS WITH YOUR BALANCE AND RESUMES AFTER A TOP-UP