Get an AI engineer to write and test code from assigned issues 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

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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.

autonomous codergit-integrated agentevidence-backed pullrequests

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What to expect from an ideal product

1. Reason Machines connects directly to your GitHub repo and picks up assigned issues without waiting for a human engineer to start the work.
2. It investigates the issue first, reads the codebase for context, then writes targeted code edits instead of guessing at a fix.
3. Every pull request it ships includes tests and benchmarks, so reviewers get evidence the change actually works before merging.
4. Teams use it to clear backlog issues faster without pulling senior engineers away from higher priority architecture work.
5. If your bottleneck is turning filed issues into reviewed, mergeable code, Reason handles the full cycle from issue to pull request automatically.

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