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DeepSource VS Good First Issue

Compare DeepSource VS Good First Issue and see what are their differences

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DeepSource logo DeepSource

Automated code reviews with static analysis.

Good First Issue logo Good First Issue

Make your first open-source contribution
  • DeepSource Landing page
    Landing page //
    2023-08-27

DeepSource helps you automatically find and fix issues in your code during code reviews, such as bug risks, anti-patterns, performance issues, and security flaws. It takes less than 5 minutes to set up with your Bitbucket, GitHub, or GitLab account. It works for Python, Go, Ruby, Java, and JavaScript. It helps developers, who care about writing good code, and engineering teams save time in code reviews and systematically improve code quality and security.

  • Good First Issue Landing page
    Landing page //
    2023-02-16

DeepSource features and specs

  • Automated Code Review
    DeepSource offers automated code review that helps developers quickly identify and fix issues in their code, improving overall code quality and reducing time spent on manual reviews.
  • Wide Language Support
    It supports a diverse set of programming languages, including Python, JavaScript, Ruby, and more, making it versatile for teams that work with multiple technologies.
  • Security Analysis
    DeepSource provides security checks that can detect vulnerabilities in the code, helping to ensure that applications are more secure against attacks.
  • Continuous Integration
    Its integration with popular CI/CD tools allows for seamless incorporation into the development pipeline, ensuring continuous code quality checks.
  • Developer Centric
    Designed with developer productivity in mind, it offers actionable insights and suggestions on how to fix code issues, facilitating faster resolution and learning.

Possible disadvantages of DeepSource

  • Limited Free Tier
    The free tier of DeepSource might be limited in features and capabilities, which can be a drawback for smaller teams or individual developers who may require more comprehensive functionality.
  • Learning Curve
    New users might experience a learning curve when getting acquainted with the tool, especially if they are less familiar with automated code analysis.
  • Customization Constraints
    While DeepSource provides customizable features, there may be constraints and limitations that affect highly specific or niche requirements.
  • Integration Complexity
    For some projects, integrating DeepSource into existing workflows may be complex and require additional setup and maintenance efforts.
  • Overwhelming Feedback
    The volume of feedback and suggestions provided can be overwhelming, particularly for large codebases, possibly requiring significant time and effort to address all issues.

Good First Issue features and specs

  • Beginner Friendly
    Good First Issue is designed to help beginners find open-source projects that are suitable for their skill level, making it easier for newcomers to contribute and gain experience.
  • Curated List
    The platform provides a curated list of beginner-friendly issues, saving time for contributors who would otherwise have to sift through numerous projects and issues to find suitable ones.
  • Diverse Projects
    It offers a wide array of projects from different domains and programming languages, giving beginners an opportunity to explore various interests and technologies.
  • Community Engagement
    Good First Issue encourages community engagement by facilitating easier entry points for new contributors, fostering a more inclusive open-source ecosystem.

Possible disadvantages of Good First Issue

  • Project Quality Variance
    The quality and maintenance level of projects listed can vary greatly, as the platform does not ensure that all curated projects follow best practices or are well-maintained.
  • Dependency on Issue Tags
    The platform relies on project maintainers correctly tagging issues as 'good first issue,' which might not always be accurate or consistent.
  • Limited Advanced Opportunities
    As the focus is on beginner-friendly issues, those looking for more challenging problems may find fewer opportunities directly through this platform.
  • Potential Overcrowding
    Popular issues may attract many contributors at once, leading to high competition and possibly discouraging some newcomers who might be looking for less crowded issues to start with.

DeepSource videos

+ Add

How DeepSource works

Good First Issue videos

+ Add

KEVIN SMITH, JOE QUESADA, DAREDEVIL! Good First Issue, or Nah?

More videos:

Category Popularity

0-100% (relative to DeepSource and Good First Issue)

DeepSource

Good First Issue

Code Coverage
100 100%
Code Coverage
0% 0
Software Discovery
0 0%
Software Discovery
100% 100
Developer Tools
100 100%
Developer Tools
0% 0
Software Development
0 0%
Software Development
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare DeepSource and Good First Issue

DeepSource Reviews

Top 11 SonarQube Alternatives in 2024
DeepSource, a comprehensive code review tool, offers detailed insights into code quality, security vulnerabilities, and productivity metrics. It empowers developers to identify and address potential issues early in the development process, ensuring the delivery of high-quality, secure, and maintainable code.
Source: www.codeant.ai
The 5 Best SonarQube Alternatives in 2024
DeepSource’s focus on reducing false positives and providing actionable insights could make it an attractive option for teams looking to improve their code review process and overall code health. But while DeepSource says it offers a low false positive rate, reviews don’t always concur, and the lack of AI-assisted code fixes may result in a more time-consuming remediation...
Source: blog.codacy.com

Good First Issue Reviews

We have no reviews of Good First Issue yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Good First Issue should be more popular than DeepSource. It has been mentiond 54 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

DeepSource mentions (14)

  • How GraalVM improves Ruby
    Recently, there was a Java meetup held at work (Deepsource) where I gave my first ever talk, "How GraalVM improves Ruby". - Source: dev.to / over 2 years ago
  • Does it really work like that?
    I’m talking about publishing list of top customers for a product. Let’s take a look at https://deepsource.io/ is it really used by NASA, Visa and so on? Do they really get their permission to use their logo and saying “hey, Visa is using our tool” or it sits in their privacy policy or terms of service. Source: over 2 years ago
  • Setting up your GitHub Repository for Open Source Development
    Code quality checks like DeepSource, SonarCloud etc. - Source: dev.to / over 2 years ago
  • free-for.dev
    DeepSource - DeepSource continuously analyzes source code changes, finds and fixes issues categorized under security, performance, anti-patterns, bug-risks, documentation and style. Native integration with GitHub, GitLab and Bitbucket. - Source: dev.to / over 2 years ago
  • If I could change one thing about tech interviews
    Even among all this non-sense & chaotic style of interviewing, I happen to have one of my best interviewing experience with deepsource. - Source: dev.to / almost 3 years ago
View more

Good First Issue mentions (54)

  • Hacktoberfest: How You Can Contribute to Open Source and Make a Difference in 2024
    [GitHub] Participating Hacktoberfest projects [GitLab] Participating Hacktoberfest projects [GitHub] Explore projects with issues on up-for-grabs.net [GitHub] Explore projects with issues on goodfirstissue.dev [GitHub] Explore Hacktoberfest projects on hacktoberfest-projects.vercel.app. - Source: dev.to / 8 months ago
  • Code and Community: A GSoC Diary
    It all started with the search for a project aligned with my existing skills. Selecting an organization and project to contribute to was no easy task. Despite exploring platforms like Good First Issue for initial guidance, I found myself still overwhelmed with options. - Source: dev.to / about 1 year ago
  • Open Source Essentials : Mastering Git, GitHub, Issues, and Best Practices for Beginners
    Good First Issue : Browse open good first issues. - Source: dev.to / about 1 year ago
  • What is Open Source & How to contribute to it?
    First Contributions, EddieHub Issue Finder, goodfirstissue.dev, goodfirstissues.com, firsttimersonly.com. - Source: dev.to / over 1 year ago
  • Are there any open source projects that need contributors?
    Https://goodfirstissue.dev might be a great place to check :). Source: over 1 year ago
View more

What are some alternatives?

When comparing DeepSource and Good First Issue, you can also consider the following products

Codacy - Automatically reviews code style, security, duplication, complexity, and coverage on every change while tracking code quality throughout your sprints.

GitSpo - Measure & engage your open-source community

CodeClimate - Code Climate provides automated code review for your apps, letting you fix quality and security issues before they hit production. We check every commit, branch and pull request for changes in quality and potential vulnerabilities.

GitNews Web - Trending repositories from GitHub, HackerNews & Reddit

SonarQube - SonarQube, a core component of the Sonar solution, is an open source, self-managed tool that systematically helps developers and organizations deliver Clean Code.

Git Hint - Not just another Git cheat sheet.

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