Bibliography

Primary sources for claims in the documentation.

Productivity

• METR (2025). Measuring the Impact of Early AI Assistance. RCT, n=16 experienced developers on mature codebases.
• Stack Overflow Developer Survey (2024, 2025). Annual surveys on developer tools and practices.
• Fastly (2025). AI Code Generation Survey. n=791 developers, verification time by seniority.

Cognitive Effects

• Lee, H.P. et al. (2025). The Impact of Generative AI on Critical Thinking. CHI 2025. Cross-sectional, β = -0.69.
• Kosmyna, N. et al. (2025). AI-Assisted Writing and Memory Retention. MIT Media Lab.
• Bastani, H. et al. (2025). Generative AI Can Harm Learning. PNAS. Scaffolded vs unrestricted AI access.
• Bansal, G. et al. (2021). Does the Whole Exceed its Parts? The Effect of AI Explanations. CHI 2021.

Skill Degradation

• Budzyń, B. et al. (2025). Effect of AI-Assisted Colonoscopy on Adenoma Detection. Lancet Gastroenterology & Hepatology. Crossover RCT, 3-month follow-up.
• GitClear (2024). Coding on Copilot: 2024 Data Suggests Downward Pressure on Code Quality. 211M lines analyzed.

Collaboration Design

• Blaurock, M. et al. (2024). AI-Based Service Experience Contingencies. Journal of Service Research. Meta-analysis of 106 studies.

Trust and Verification

• DORA Report (2024). Accelerate State of DevOps. Google Cloud.
• Veracode (2025). State of Software Security: GenAI Impact Report.