Product · Developer learning · AI
GitHub Learn.
Shaping how developers discover learning, navigate it, and move from curiosity to making.
Case study in progress
01
Context
GitHub Learn is a learning experience for developers. Sammy’s current focus includes how people discover what to learn, navigate the experience, and move from wanting to know something to making something.
02
Problem
Problem statement, user evidence, and baseline behavior to be added.
03
Role
Sammy works across product and program management on GitHub Learn, with attention to discovery, learning journeys, navigation, and making.
Scope, collaborators, decision rights, and timeline to be added.
04
Approach
This case study is being prepared around the investigation threads below. It will separate observed evidence from assumptions and document how priorities changed as the team learned.
- Understand discovery behavior and available signals
- Make the information architecture and navigation legible
- Explore content, search, and AI-assisted discovery
- Connect strategy, collaboration, and prioritization
05
Key decisions
Evidence, examples, and Sammy’s specific contribution to be added.
06
Collaboration
Team shape, working model, and cross-functional contributions to be added.
07
What changed
Before-and-after product, process, or experience evidence to be added.
08
Results
[Outcome or metric to be added. No result is claimed until it can be sourced.]
09
Lessons
Reflections and lessons will be added when the case-study evidence is complete.