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				| # How to contribute
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| 
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| Our software is open source so you can solve your own problems without needing help from others. And if you solve a problem and are so kind, you can upstream it for the rest of the world to use. Check out our [post about externalization](https://blog.comma.ai/a-2020-theme-externalization/). Development activity is coordinated through our GitHub Issues, [GitHub Discussions](https://github.com/commaai/openpilot/discussions), and [Discord](https://discord.comma.ai).
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| 
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| ### Getting Started
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| 
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| * Setup your [development environment](../tools/)
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| * Read about the [development workflow](WORKFLOW.md)
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| * Join our [Discord](https://discord.comma.ai)
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| * Docs are at https://docs.comma.ai and https://blog.comma.ai
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| 
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| ### What contributions are we looking for?
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| 
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| **openpilot's priorities are [safety](SAFETY.md), stability, quality, and features, in that order.** openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all developoment is towards that goal.
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| 
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| The probability of a pull request being merged is a function of its value to the project and the effort it will take us to get it merged.
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| If a PR offers *some* value but will take lots of time to get merged, it will be closed.
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| Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged. 
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| 
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| All of these are examples of good PRs:
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| * typo fix: https://github.com/commaai/openpilot/pull/30678
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| * removing unused code: https://github.com/commaai/openpilot/pull/30573
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| * simple car model port: https://github.com/commaai/openpilot/pull/30245
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| * car brand port: https://github.com/commaai/openpilot/pull/23331
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| 
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| ### What doesn't get merged?
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| * arbitrary style changes
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| * PRs without a clear goal
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| * 500+ line PRs: it should be either cleaned up, broken up into smaller PRs, or both
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| 
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| ### First contribution
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| 
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| Check out any [good first issue](https://github.com/commaai/openpilot/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) to get started.
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| 
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| ### What do I need to contribute?
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| 
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| A lot of openpilot work requires only a PC, and some requires a comma device.
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| Most car-related contributions require access to that car, plus a comma device installed in the car.
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| 
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| ## Pull Requests
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| Pull requests should be against the master branch. If you're unsure about a contribution, feel free to open a discussion, issue, or draft PR to discuss the problem you're trying to solve.
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| 
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| A good pull request has all of the following:
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| * a clearly stated purpose
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| * every line changed directly contributes to the stated purpose
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| * verification, i.e. how did you test your PR?
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| * justification
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|   * if you've optimized something, post benchmarks to prove it's better
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|   * if you've improved your car's tuning, post before and after plots
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| * passes the CI tests
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| 
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| ### Car Ports
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| We've released a [Model Port guide](https://blog.comma.ai/openpilot-port-guide-for-toyota-models/) for porting to Toyota/Lexus models.
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| If you port openpilot to a substantially new car brand, see this more generic [Brand Port guide](https://blog.comma.ai/how-to-write-a-car-port-for-openpilot/).
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| 
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| ## Contributing without Code
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| * Report bugs in GitHub issues.
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| * Report driving issues in the `#driving-feedback` Discord channel.
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| * Consider opting into driver camera uploads to improve the driver monitoring model.
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| * Connect your device to Wi-Fi regularly, so that we can pull data for training better driving models.
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| * Run the `nightly` branch and report issues. This branch is like `master` but it's built just like a release.
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| 
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