Does GitHub Copilot help make you a better programmer? | Masters in AI Journey Week 5

Join me for week 5 of my master's program as I dive deep into analyzing GitHub Copilot for an academic paper. This week was incredibly research-intensive, spending entire weekends reading studies about AI coding assistants and their real-world impact on software development. I share fascinating findings that challenge common assumptions about AI productivity gains, discuss the disconnect between perceived vs. actual benefits, and explore how different skill levels of developers interact with AI tools. Plus, I get real about the frustrating experience with AI detection tools flagging original work. **Key Timestamps:** 00:00 - Introduction & Personal Life Update (5th Wedding Anniversary Tattoos!) 01:59 - Week 5 Academic Experience Overview 02:06 - GitHub Copilot Analysis Project 03:29 - Research Findings: Perceived vs Actual Productivity Gains 07:28 - AI Suggestion Acceptance Rates (Only 25%!) 09:01 - Best Practices for Using AI Coding Assistants 10:06 - Counterintuitive Finding: Juniors Benefit More Than Seniors 12:12 - Enterprise Code vs Public Code Performance 14:19 - Personal Philosophy: Automation vs Augmentation 18:43 - Will AI Replace Software Developers? My Take 21:33 - The Future of AI and AGI 23:07 - AI Detection Tool Frustration & Academic Integrity Rant This episode offers genuine insights from academic research while sharing the real struggles of being a student in the AI era. Whether you're a developer, student, or just curious about AI's actual impact on programming, this deep dive provides evidence-based perspectives beyond the hype. RESOURCES Asare, O., Nagappan, M., & Asokan, N. (2024). Is GitHub’s Copilot as Bad as Humans at Introducing Vulnerabilities in Code? (No. arXiv:2204.04741). arXiv. https://doi.org/10.48550/arXiv.2204.04741 Becker, J., Rush, N., Barnes, E., & Rein, D. (2025). Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity (No. arXiv:2507.09089). arXiv. https://doi.org/10.48550/arXiv.2507.09089 Fu, Y., Liang, P., Tahir, A., Li, Z., Shahin, M., Yu, J., & Chen, J. (2025). Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study (No. arXiv:2310.02059). arXiv. https://doi.org/10.48550/arXiv.2310.02059 Korada, L. (2024). GitHub Copilot: The Disrupting AI Companion Transforming the Developer Role and Application Lifecycle Management. Journal of Artificial Intelligence & Cloud Computing, 3(3), 1–4. https://doi.org/10.47363/JAICC/2024(3)348 Majdinasab, V., Bishop, M. J., Rasheed, S., Moradidakhel, A., Tahir, A., & Khomh, F. (2023). Assessing the Security of GitHub Copilot Generated Code—A Targeted Replication Study (No. arXiv:2311.11177). arXiv. https://doi.org/10.48550/arXiv.2311.11177 Oertel, J., Klünder, J., & Hebig, R. (2025). Don’t settle for the first! How many GitHub Copilot solutions should you check? Information and Software Technology, 183, 107737. https://doi.org/10.1016/j.infsof.2025.107737 Pandey, R., Singh, P., Wei, R., & Shankar, S. (2024). Transforming Software Development: Evaluating the Efficiency and Challenges of GitHub Copilot in Real-World Projects (No. arXiv:2406.17910). arXiv. https://doi.org/10.48550/arXiv.2406.17910 Yu, M., Liu, L., Wu, J., Chung, T. T., Zhang, S., Li, J., Yeung, D.-Y., & Zhou, J. (2025). The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept Understanding (No. arXiv:2502.08946). arXiv. https://doi.org/10.48550/arXiv.2502.08946 Ziegler, A., Kalliamvakou, E., Li, X. A., Rice, A., Rifkin, D., Simister, S., Sittampalam, G., & Aftandilian, E. (2024). Measuring GitHub Copilot’s Impact on Productivity. Communications of the ACM, 67(3), 54–63. https://doi.org/10.1145/3633453 #ResponsibleAI #SoftwareDevelopment #GitHubCopilot #AIResearch #MastersJourney #AIProductivity #AcademicLife #Programming Join this channel to get access to perks: https://www.youtube.com/channel/UC3khUmB7mxpkrF1GjKjpa7A/join INTERESTED IN KUYA DEV'S GEAR & EQUIPMENT? Budol links in https://kuyadev.com/gear ABOUT KUYA DEV PODCAST Kuya Dev shares tips, advice, insights, and experiences on building a successful career in the tech industry, especially in local and global startups. New episodes every Friday at 8PM PHT. Also available on major podcast platforms: https://kuyadev.com/podcast Join the Discord - https://kuyadev.com/discord Join the mailing list - https://kuyadev.com/newsletter Who is Kuya Dev? https://kuyadev.com ARE YOU A CAREER SHIFTER? Join us at Tech Career Shifter Philippines: https://techcareershifter.com WANT TO JOIN A FILIPINO COMMUNITY OF BACKEND JS DEVELOPERS? Join us at Server-Side JavaScript Philippines: https://facebook.com/groups/ssjsph