Autonomous software improvement

Wake up to tested, documented improvements in your pull requests.

AutoCompound connects to your GitHub repository, learns how the codebase fits together, and opens meaningful improvement pull requests for you to review.

Connect repository Talk to us

Try it from the dashboard, or email us for a guided setup.

See it in action

Connect a repo, review extracted features, then open an improvement pull request from the dashboard.

AutoCompound dashboard showing a connected repository and an open improvement pull request ready for review

How it works

An autonomous engineer that finds valuable work and lands it as PRs.

Step 1

Connect your repo

Link a GitHub repository from the dashboard. Sales and managed setup happen through a conversation — there is no checkout page.

Step 2

AutoCompound learns it

It maps architecture and features from your codebase so improvements stay grounded in how your app actually works.

Step 3

Review improvement PRs

Trigger improvements and wake up to pull requests with code changes, tests when the agent can add them, and a clear explanation.

Improvements it looks for

The agent aims for practical, reviewable wins across reliability, tests, cleanup, and frontend quality — not a separate scanner for every category yet.

Bugs and reliability issues
Missing error handling
Retries for flaky external APIs
Logging and observability gaps
Thin or missing test coverage
Dead code and unused dependencies
Outdated or vulnerable packages
Accessibility rough edges
Overly complex code paths
Frontend performance wins

What every pull request includes

Changes arrive as normal GitHub PRs with the context reviewers need.

Proposed changes

Concrete code edits for a focused improvement.

Tests when possible

New or updated tests the agent can land with the change.

Explanation

What was wrong, why the fix, and what to review.

Impact notes

PR body context for reviewers — not a separate scoring dashboard.

Ready to compound your codebase?

Connect a repository to try the loop, or talk to us for a guided setup. There is no self-serve checkout.

Connect repository Talk to us