Introduction¶

GitPulse is a platform for transparent and scalable evaluation of team work in GitLab projects.

Primary Goal¶

Replace manual, subjective grading with a measurable data-driven process:

• automated event collection
• consistent compliance rules
• auditable outputs for teachers

flowchart TB
    A["Student GitLab activity"] --> B["Webhook ingestion"]
    B --> C["Worker processing"]
    C --> D["Compliance + Rubrics + Gaming"]
    D --> E["Dashboard + reports"]
    E --> F["More objective grading"]

Target Audience¶

• teachers: metric interpretation and evaluation decisions
• developers: implementation, testing, release workflow
• operators: deployment, monitoring, incident response

Next Steps¶

• Project overview
• Thesis goals
• System architecture