Style Guide (Mostly links to code aesthetic and theprimeagen youtube videos)

• We don't overly nest code: Never Nesting
• We prefer composition over inheritance: Avoid inheritance
• We test our interfaces, but only when it helps us iterate faster.
  • If we didn't have tests, we wouldn't be able to make changes quickly.
  • We unblock ourselves to build features as fast as possible by testing the things that help us.
  • We don't test units that are subject to implementation changes, and we try to test lower levels than E2E when possible because those don't give great insights about what went wrong
  • Testing
• We only use comments to describe "Why" or to describe complex math such as deriving a math formula: Don't write comments
• We don't prematurely optimize. We use usecase-realistic benchmarks, not micro benchmarks, to measure the importance of optimization: Pre-mature Optimization
• We are all building engineering around a Ridge Regression model. Summary of what that is to keep in mind: Ridge Regression
• We practice agile development:
  • https://www.youtube.com/watch?v=vSnCeJEka_s
  • Engineers prioritize customer facing features over anything else all the while constantly iterating over them through regular feedbacks