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Overall experience with GitHub
“Collaborative Code Reviews and Self-Healing Tests Improve Code Framework Efficiency”
“Simple Implementation and GitHub Compatibility Offset by Reporting Limitations”
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Company Description
GitHub is a platform where developers, businesses, and organizations collaborate to create and innovate. Offering tools for version control, CI/CD, security, and code review, GitHub helps teams build software efficiently and securely. With GitHub Copilot, developers can leverage AI to receive real-time coding assistance, streamlining their workflows and enabling them to focus on solving complex challenges. The platform supports a wide range of projects, from open source to enterprise, while integrating seamlessly into development processes to foster collaboration and security. As part of Microsoft, GitHub is committed to empowering developers and organizations to bring their ideas to life, working toward the goal of supporting 1 billion developers worldwide.
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A Snapshot of What Matters - Based on Validated User Reviews
User Sentiment About GitHub
Reviewer Insights for: GitHub
Deciding Factors: GitHub Vs. Market Average
Performance of GitHub Across Market Features
GitHub Likes & Dislikes
Having all our Java and Selenium scripts stored in such a well organized, dependable environment has really made my day to day work a lot smoother. I especially like how the pull requests make it straightforward for my teammates to look over any updates I make and spot issues before anything gets merged to main. The agent is not just there to help with writing lines of code anymore, it really feels like I have an extra set of hands in the process. I can ask it to update several page objects at once or create a whole new test suite for a fresh scenario and it takes care of everything, even if that involves changing multiple files. If I run into a test failure, I can tell agent to handle it right there in the terminal, and it'll keep trying out solutions on its own until things work. I no longer have to spend ages doing all those tedious set-up and maintenance tasks I used to dread. I've also noticed a big improvement when it comes to debugging. When a stubborn test keeps failing, agent often spots those sneaky little mistakes I might miss myself, like a single-character typo in a JSON path. Thanks to this, my testing cycle is a lot smoother and tackling complex scripts doesn't feel overwhelming anymore. Honestly, I'd find it difficult to go back to coding without this kind of help.
It was simple to implement, fairly easy to negotiate with the vendor, pair well if you have GitHub already
The tight integration into the developer workflow, making security a natural part of the process rather than a chore, is the standout element. If you have GitHub Copilot licensing too (which we do) then the automated remediation of issues is the knockout punch, compared to other services it doesn't just tell a developer there is an issue and give generic examples of fixes, it gives them the fix within the code itself which they can commit with the click of a button.
The things I dislike about this product are very minor and not a dealbreaker. Honestly, I struggle to find anything major to complain about because the tool is just so good for our automation work. If I had to pick something, it would probably be how the copilot agent can sometimes be a little bit too eager and gets exited to suggest changes. Occasionally it tries to refactor a piece of code that I want to keep exactly as it is and I have to go back and undo its suggestions which can be a tiny bit annoying. Another small thing is that, once in a while, the agent gets a bit confused with our very specific custom libraries in the framework. Since it is trained on so much public code it sometimes defaults to standard selenium ways of doing things instead of using the custom wrappers we have built in our java project. But again it is such a small issue compared to how much time it saves me every single day.
It requires licenses fr every user who has performed a commit in the past 90 days in order to use the tool. Reporting is not that adavanced, IT gives the criticality on the findings but not the urgency.
For some codebases, the configuration/setup wasn't as simple as the sales pitch might suggest (for example, it can struggle with private package feeds), but the onboarding support was very good, with the experts responding to queries quickly and knowledgeably.
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GitHub Reviews and Ratings
- Software Engineer50M-1B USDSoftwareReview Source
Collaborative Code Reviews and Self-Healing Tests Improve Code Framework Efficiency
Honestly, switching our main automation test framework over to GitHub has been a total game changer for my team. I've used a lot of older tools in the past, but nothing matches the reliability and convenience GitHub offers. Sorting all our Java and Selenium test code in one spot means everyone's on the same page and collaboration just happens more smoothly. I'm a big fan of pull requests too, it really streamlines code reviews for our scripts, making it so simple to track feedback and improvements. Plus. Having a clear, well-organized history of every single change brings real peace of mind. If anything ever goes sideways, it is so easy to revert back to a version that we know works. And then there is the Agent, this is not the basic auto complete tool from a year ago. Now, I just ask it to handle tasks like refactoring page objects or generating new test suites for specific cases, and it coordinates updates across various files. When running in agent mode, it even takes things a step further by executing the tests in the terminal. And if something fails, it tries to troubleshoot and sort it out on its own until everything passes. That level of self-healing really does feel like having an extra set of hands on the team If I'm dealing with a flaky test or a weird timeout in my REST Assured code, I just tag the agent. It digs into the logs to find out what went wrong and actually points out possible fixes. There was even a time last month when it noticed a race condition in our framework that I'd probably have spent hours, maybe even a whole day trying to isolate on my own. The amount of time it saves me, both in writing and debugging scripts, has made this the MVP in our current toolset. - Software Development Manager50M-1B USDSoftwareReview Source
Integration of Security into Developer Workflow Reduces Friction and Streamlines Fixes
Our move to GitHub Advanced Security was a fundamental shift in our DevSecOps tooling. Unlike previous tools that felt like external auditors shouting from the sidelines, GHAS lives where our developers live. By embedding that directly into their daily workflow, we've moved from merely identifying security issues to resolving them. Whilst not as feature rich in some areas compared to alternative products and of course accepting that the setup across large collections of repos in different states of upkeep isn't always as simple as the sales pitch suggests; the gains in developer adoption/efficiency in solving issues have been worth the effort. - ASSOCIATE DATA ENGINEER50M-1B USDIT ServicesReview Source
Github Enables Structured Version Control and Enhances Collaborative Coding Environment
My overall experience with GitHub has been very highly positive and impactful for team and individual collaboration. It provides a well structured platform for version control that makes tracking changes, maintaining codebases, repos and history. GitHub plays a huge role in contributing to various projects as a team, pull requests and code reviews are one of the greatest features in GitHub while contributing as a team encourages better code quality and collaboration. It also has built in tools like project boards and issues in repos to keep track of any issues or bugs. It also has integrations with CI/CD pipelines, cloud services and 3rd party services. Overall, it helps in testing, deployments and checks. There are also security features such as vulnerability alerts and branch protection which are significant when working on production repos. - Director Of Engineering50M-1B USDMediaReview Source
AI Integration Eases Routine Tasks But Occasionally Misaligns With Coding Standards
Github has been our standard for hosting code, but adding Copilot to our review workflow has been a notable shift. It's great for catching the 'low-hanging fruit' like syntax slips and generating quick summaries for long pull requests, which saves me a lot of mental energy. While I appreciate the one-click fixes and the autofill features for PR descriptions, I still have to keep a close eye on it because it occasionally suggests code that doesn't align with our specific project style. It's a solid 4 star tool that has definitely sped up our development cycle. - SENIOR ASSOCIATE50M-1B USDBankingReview Source
Streamlining Data Engineering Projects Through Github Integrations and Workflow Automation
I appreciate Github's integration with tools like terraform and docker which makes managing complex data engineering projects far more organized. The UI is clean, search works well and the platform handles everything from development management to deployment with minimal friction. Overall, Github is a robust, dependable ecosystem that supports both individual productivity and team collaboration.



