Examshell — 42

42 Examshell represents a paradigm shift in remote coding assessments, blending rigorous security with collaborative problem-solving. By leveraging containerization, AI monitoring, and open-source tools, it addresses 42 's unique pedagogical needs. Future work includes expanding Examshell to support real-time proctoring via biometric authentication and VR-based coding challenges for immersive assessment. **7.

Potential sections: Abstract, Introduction, Related Work, System Design, Implementation, Evaluation, Results, Discussion, Conclusion. Maybe add diagrams if possible, but since it's a text-based paper, describe them. For example, a system architecture diagram of Examshell integrating with 42's existing tools. 42 Examshell

Assuming "42 Examshell" is a new or specific component within their infrastructure for administering exams, I should outline the paper's purpose. The user might want an academic-style paper introducing this concept, explaining how it works, its benefits, etc. The user mentioned "come up with paper," so they might be preparing a proposal or a technical document. 42 Examshell represents a paradigm shift in remote

The benefits section would highlight increased security, fair assessment, and enhanced collaborative learning. Use cases could be mid-term exams, final projects, or practice assessments. Challenges might include user adaptation, technical issues, and data privacy concerns. For example, a system architecture diagram of Examshell

Need to make sure the paper is well-structured and addresses the specific needs of a coding bootcamp environment, emphasizing code assessment and collaboration. Also, consider the remote work aspect, as many students at 42 might be learning remotely.

Possible challenges to mention: ensuring that the system is accessible and user-friendly, especially for students who may not be tech-savvy. Also, balancing security with a positive user experience. Addressing these points will make the paper more credible.

We conducted a controlled study with 100 students comparing traditional exams vs. Examshell-based assessments: