How to ship evidence-backed PRs with tests included without writing code manually?

Ship evidence-backed PRs with tests included without writing code manually using Reason Machines

This task can be performed using Reason Machines

Ship evidence-backed pull requests automatically from assigned GitHub issues.

Best product for this task

Reason Machines

Reason is an autonomous AI engineer that connects to your GitHub repo, investigates issues, edits code, and ships evidence-backed pull requests with tests and benchmarks included.

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What to expect from an ideal product

  1. Reason Machines connects directly to your GitHub repo and turns assigned issues into pull requests without you writing a single line of code manually.
  2. Every PR shipped by Reason includes tests and benchmarks, so reviewers get proof the fix actually works before they even read the diff.
  3. Instead of context-switching between issues and your editor, you assign the issue and Reason investigates the root cause, edits the code, and opens the PR for your review.
  4. Teams use Reason to clear issue backlogs faster without hiring more engineers or waiting on sprint cycles to catch up.
  5. If your concern is blind AI code changes, Reason addresses that by attaching evidence to every pull request so you can verify what changed and why before merging.

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