Interactive Computer Science Education: Sam Rose on Visual Learning & Developer Teaching episode artwork

EPISODE · Feb 10, 2026 · 41 MIN

Interactive Computer Science Education: Sam Rose on Visual Learning & Developer Teaching

from Overcommitted | Software Engineering and Tech Careers Insights · host overcommitted.dev | Women in Tech and Tech Mentorship

Summary:In this episode of the Overcommitted Podcast, host Bethany and co-host Brittany Ellich dive into software engineering education with Sam Rose, a developer educator at Ngrok. Sam shares his journey from software engineering to education, emphasizing his innovative approach to improving programmer productivity through visual interactive essays that simplify complex technical concepts like large language models (LLMs). He also discusses his work on prompt caching, aiming to enhance software projects by making technical knowledge more accessible to engineers and practitioners.The conversation explores Sam's unique teaching methods, focusing on visualization and interaction as key tools in software development and career growth within tech careers. Sam reflects on his transition from an engineering role to an educator, sharing insights into the challenges of this career shift, the importance of feedback, and how his personal experiences influence his work. The episode concludes with a playful segment inspired by Sam's educational approach, highlighting the integration of engineering culture with interactive learning.Tune in for an engaging discussion that blends software engineering, education, and work-life balance, offering valuable insights for anyone interested in advancing their tech career and embracing innovative learning strategies.Takeaways:"If you truly understand something and you tinker with it, the mental model you end up with should be reasonably accurate.""Don't say 25 words if you can do it in 15.""Teaching has always felt very challenging in a really privileged way."Links:Prompt caching article: https://ngrok.com/blog/prompt-caching/Bartosz Ciechanowski: https://ciechanow.ski/Load balancing article: https://samwho.dev/load-balancing/Autism diagnosis article: https://samwho.dev/blog/getting-an-autism-diagnosis/Having a baby article: https://samwho.dev/blog/having-a-baby/Write that blog article: https://writethatblog.substack.com/p/sam-rose-on-technical-blogging)The square hole girl video: https://www.youtube.com/watch?v=cUbIkNUFs-4Hosts:Overcommitted: https://overcommitted.devBethany Janos: https://github.com/bethanyj28Brittany Ellich: https://brittanyellich.com

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Interactive Computer Science Education: Sam Rose on Visual Learning & Developer Teaching

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