Pilot track
AI in Software Development
Experiments, RCT, construct validity, and benchmark validity—then an adoption memo.
Track progress0/4
- 01Break down a paper in 30 minutes
Achieving Productivity Gains with AI-based IDE features: A Journey at Google
Claims · product experiments · enterprise evidence
- 02Break down a paper in 30 minutes
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
RCT · effect size · external validity
- 03Break down a paper in 30 minutes
What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time
Construct validity of an engineering productivity metric
- 04Break down a paper in 30 minutes
Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks
Benchmark validity · functional/security outcomes
CAPSTONE
AI developer productivity: reconcile the evidence
You can open the capstone directly, but the track completes only after all four labs.
All four labs are required to complete the track; the capstone remains directly accessible.