mypy VS CodeTriage

• Static Type Checking
  Mypy provides static type checking for Python code, allowing developers to detect type errors during development rather than at runtime.
• Improved Code Quality
  By catching type errors early, Mypy helps ensure code correctness and maintainability, leading to improved overall code quality.
• Better Documentation
  Mypy's type annotations serve as a form of documentation, making it easier for developers to understand the expected types of function parameters and return values.
• Easy Integration
  Mypy can be easily integrated with existing Python projects incrementally, allowing teams to adopt type checking gradually.
• Support for Python 3 Typing
  Mypy supports Python 3's type hinting syntax, making it a natural fit for modern Python codebases.

Possible disadvantages

• Partial Support for Python Features
  Mypy may not fully support some dynamic features of Python, leading to limitations in its type-checking capabilities for certain code patterns.
• Initial Learning Curve
  Developers unfamiliar with type annotations or static type checking may face a learning curve when first adopting Mypy in their projects.
• Additional Code Overhead
  Mypy requires additional type annotations in the code, which can add to the overall codebase size and require extra effort to maintain.
• Performance Overhead
  While Mypy itself does not affect runtime performance, running type checks during development can introduce additional processing time.
• Incompatibility with Some Libraries
  Certain third-party libraries may not provide type stubs or may not be fully compatible with Mypy's type checking, requiring developers to create custom stubs.

• Contributor Engagement
  CodeTriage helps potential contributors find open issues in projects, enabling them to engage with and contribute to open source projects more easily.
• Simplified Onboarding
  The platform simplifies the onboarding process for new contributors by allowing them to organize and receive updates on issues they are interested in.
• Project Exposure
  It provides greater exposure to open source projects, giving them a chance to attract new contributors who might help in maintaining or improving the project.
• Customizable Notifications
  Users can customize notifications to receive updates about new issues in projects they follow, making it easier to stay informed.
• Community Building
  By facilitating easier contributions, CodeTriage helps in building a community around projects, encouraging collaboration and participation.

Possible disadvantages

• Issue Overload
  Users may experience information overload if they subscribe to too many repositories or projects with a high volume of issues.
• Limited Project Discovery
  While CodeTriage helps manage issues, the discovery of new projects is reliant on user input, which might not expose users to a wide variety of projects.
• Resource Limitations
  CodeTriage might not have the resources to manage and scale effectively if a large influx of users occurs, potentially leading to slower performance.
• Dependency on GitHub
  The platform is heavily reliant on GitHub's ecosystem, making it less useful for projects hosted on other version control platforms.

Convincing an entire engineering org to use and like mypy

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• 7 best recommended IntelliJ IDEA Python plugins - Programmer Sought
  www.programmersought.com · Jan 2021

  This plugin from the JetBrains plugin market integrates MyPy into your Intellij. If you need some guidance, the MyPy website provides a lot of documentation to help you install and use MyPy to improve your Python code.

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  For static analysis there's PHPStan for PHP and Mypy for Python. For formatting, Prettier and gofmt are the cheapest guardrail there Is, with zero excuse not to run one. For security, Semgrep Covers the same principle at higher stakes. - Source: dev.to / about 2 months ago

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  Adjust additional_dependencies to include the type stubs your project uses. Mypy will catch cases where AI-generated code calls methods that do not exist on a type, passes arguments in the wrong order, or skips null checks. - Source: dev.to / 6 months ago

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