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AutoLabSuite VS Commit Together by Github

Compare AutoLabSuite VS Commit Together by Github and see what are their differences

AutoLabSuite

Automated grading of programming labs for university courses

Rating
0 reviews
Pricing
Paid
Alternatives Is it good?
Commit Together by Github

Now add co-authors to your commits

Rating
0 reviews
Alternatives Is it good?
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Which is more popular?

Based on our record, Commit Together by Github seems to be more popular. It has been mentioned 1 time since March 2021.

social mentions
0 vs 1
Continuous Integration popularity
100% vs 0%
alternatives listed
3 vs 68

Base details

Website, pricing, platforms and company facts side by side.

AutoLabSuite
Commit Together by Github
Website autolabsuite.com github.blog
Pricing
Paid
—
Platforms
Web
—
Company Startup from Belarus · 1 - 9 employees —
Listed in
Education Developer Tools Code Review Automated Testing Higher Education Continuous Integration Online Learning +4
Developer Tools Productivity Coding Crypto +1

About AutoLabSuite and Commit Together by Github

In their own words, as submitted to SaaSHub.

AutoLabSuite
Commit Together by Github

Students submit lab work as GitHub or GitLab pull requests. AutoLabSuite runs the automated checks, applies the course rubric, and hands the teacher a prepared grade with the evidence behind it. The final decision stays with the teacher. Grading criteria are stored as a file in the course...

Read more about AutoLabSuite

No description of Commit Together by Github yet.

Features and specs

What each product offers, as listed by its team.

AutoLabSuite 4 features
Commit Together by Github 4 features
  • Submission via pull request
    Students open a pull request in the course repository. Works with GitHub and with a university's own GitLab.
  • Rubric-as-code
    The grading criteria are a file in the course repository. They are fixed when the assignment is issued. Editing them later does not change grades that were already confirmed.
  • AI-assisted review
    The model proposes points and a comment for each criterion. Nothing reaches the student until the teacher confirms it.
  • Structured reports
    The report form follows the rubric: one section per criterion, attachments included.
  • Enhanced Collaboration
    Commit Together allows multiple authors to be credited in a single commit, which fosters a more collaborative environment and ensures everyone involved receives recognition for their contributions.
  • Improved Code Review Process
    With multiple authors clearly listed, reviewers can better understand who contributed to which parts of the code, facilitating more directed questions and discussions.
  • Accountability
    By attributing every change to the respective author, teams can easily track who made specific changes, which helps in accountability and understanding the history of a project.
  • Efficiency in Pair Programming
    When pair programming, both developers can be credited for their combined effort, streamlining the process of sharing code ownership during collaborative sessions.

Possible disadvantages

  • Complex Commit History
    Having multiple authors for a single commit may lead to a more complex commit history, making it harder to pinpoint individual contributions over time.
  • Potential Workflow Conflicts
    Teams that are used to single-author commits may experience workflow conflicts or require adjustments in practices to accommodate multi-author contributions.
  • Initial Setup Overhead
    Learners and new users might face a learning curve or require additional setup to understand and correctly implement the multi-author commit feature.
  • Tooling Compatibility
    Some third-party tools and extensions might not fully support or display multi-author commits, leading to inconsistencies in those environments.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
AutoLabSuite
Commit Together by Github
100% 100%
Continuous Integration
0% 0%
0% 0%
Developer Tools
100% 100%
100% 100%
Education
0% 0%
0% 0%
Productivity
100% 100%

Questions & Answers

As answered by people managing AutoLabSuite and Commit Together by Github.

What makes your product unique?

AutoLabSuite's answer

  • The rubric is versioned with the course, so an old grade stays explainable after the criteria change.
  • Editing a rubric never silently recalculates work that was already graded.
  • It runs on the university's own servers and against its own GitLab.
  • Reports are laid out by criterion, so a reviewer is not hunting through a PDF.
  • The interface is in English, Russian, Polish and Belarusian.

Why should a person choose your product over its competitors?

AutoLabSuite's answer

The work stays where the department already keeps it. Students submit through a merge request in the university's own GitLab, or on GitHub. We do not bring our own code hosting.

The criteria are readable before the work starts. They live as a file in the course repository, so a student sees the same rubric the grader applies, and any change to it shows up in the history.

A confirmed grade does not move on its own. Edit the rubric mid-semester if you need to; work that was already graded is not recalculated. Changing a grade is a deliberate act by the teacher, it requires a reason, and it is logged.

Who are some of the biggest customers of your product?

AutoLabSuite's answer

  • Brest State Technical University, Brest, Belarus

How would you describe the primary audience of your product?

AutoLabSuite's answer

Departments that teach programming and collect code from students. Most of the load falls on the lecturer grading lab work every week, so that is who the interface is built around. A department already keeping coursework on GitHub or its own GitLab does not have to move anything.

What's the story behind your product?

AutoLabSuite's answer

I teach at Brest State Technical University: web technologies, distributed systems and cloud technologies, language processes of intelligent systems.

My problem was never that grading is dull. It was that a better lab costs more to grade. Every time I made a task harder or more interesting, the time to check one submission went up with it. Twenty minutes was the good case. An hour was normal. With around 500 lab submissions and 50 coursework projects in a semester, that arithmetic quietly decides what you are allowed to assign, and I was giving out easier labs than I wanted to.

In the autumn of 2025 the courses moved to GitHub. Not to build a product. Students have to learn pull requests anyway, the mechanism already exists, and it is better than anything I would invent in its place. A submission became a pull request, and the history of a work finally sat in one place.

The automation came after that. A lab now takes one to three minutes to check. That did not buy me free evenings. It let me raise the difficulty of the labs without paying for it in grading time, which was the point from the very beginning.

Which are the primary technologies used for building your product?

AutoLabSuite's answer

Python, FastAPI, PostgreSQL, Alembic, Next.js, TypeScript, React, Playwright, Docker. Sign-in through OIDC, tested against Keycloak.

User comments

Share your experience with using AutoLabSuite and Commit Together by Github. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

AutoLabSuite 0 mentions
Commit Together by Github 1 mention

Tracking AutoLabSuite since Aug 2026.

  • Ask HN: Do you rewrite pull requests?
    There is "Co-authored-by" which is supported on GitHub [1] and seems appropriate if the maintainer is basing the solution on someone's code. [1] https://github.blog/2018-01-29-commit-together-with-co-authors/. - Source: Hacker News / over 4 years ago

Alternatives to AutoLabSuite and Commit Together by Github

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