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Reason

Reason Machines

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

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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More about Reason Machines

Reason is an autonomous AI engineer that connects directly to your GitHub workflow, investigates issues, edits code, and ships evidence-backed pull requests with minimal human intervention. Instead of just suggesting snippets, Reason runs full debugging loops, profiles performance bottlenecks, and validates fixes with targeted tests and live playthroughs.

By orchestrating sub-agents, shell commands, benchmarks, and regression tests, Reason behaves like a senior teammate who never gets tired. It can trace complex bugs across multiple files, refactor critical paths, and document changes in clear, review-ready diffs. Every change comes with concrete proof: passing checks, benchmarks, and recorded sessions that show exactly how the behavior improved.

Use Reason to accelerate feature work, stabilize game mechanics, and optimize backend jobs such as nightly exports or data pipelines. Engineers stay in control via familiar code review, while Reason handles the repetitive investigation, experimentation, and verification.

Key capabilities include:

  • Autonomous issue triage and resolution directly from GitHub issues
  • End-to-end pull request creation with tests, benchmarks, and changelog updates
  • Profiling and optimization of slow jobs, exports, and data-heavy routines
  • Replayable sessions that show how Reason reproduced, fixed, and validated bugs

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