AI in Software Engineering: Productivity, Pitfalls, and Practical Advice with Stacy Cashmore
Beyond Coding18 Kesä 2025

AI in Software Engineering: Productivity, Pitfalls, and Practical Advice with Stacy Cashmore

Is AI a productivity tool or a dangerous shortcut for developers?

In this episode, Stacy Cashmore, Product Lead at OmniPlan, joins us to discuss the practical realities of integrating AI into software engineering. Stacy shares real-world insights from developing AI-driven products, highlighting both the powerful benefits and significant pitfalls developers face when using tools like Claude and GitHub Copilot.

Key topics include:
✅ Practical lessons from building and launching AI products.
✅ How AI can both improve and hinder developer productivity.
✅ Critical considerations for ensuring maintainable, high-quality code when using AI.
✅ The balance between automated productivity and intellectual growth in software development.

Essential listening for developers and tech leaders who want to leverage AI effectively while avoiding common pitfalls. 🎧


Connect with Stacy Cashmore:

https://www.linkedin.com/in/stacycash

https://www.stacy-clouds.net


Full episode on YouTube ▶️

https://youtu.be/Lwnkjqrzi6g

Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎙Patrick Akil⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Powered by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Xebia⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!

Jaksot(239)

How Software Engineering is Evolving with Borislav Nikolov

How Software Engineering is Evolving with Borislav Nikolov

Connect with Borislav: https://www.linkedin.com/in/borislav-nikolov-328ba221a Full episode on YouTube ▶️ https://youtu.be/vRC8nUnrm0Y Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠...

13 Marras 202456min

Working at Startups vs in Big Tech with Willem Spruijt

Working at Startups vs in Big Tech with Willem Spruijt

Connect with Willem: https://linkedin.com/in/willemspruijt https://x.com/wspruijt References: https://blog.pragmaticengineer.com/working-at-a-startup-vs-in-big-tech Full episode on YouTube ▶️ https...

6 Marras 202447min

Job Titles and Tech Career Progression with Alexandra Vargas

Job Titles and Tech Career Progression with Alexandra Vargas

Connect with Alexandra: https://www.linkedin.com/in/axelav Full episode on YouTube ▶️ https://youtu.be/DvjsCTKtuzE Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎙...

30 Loka 20241h 5min

Tech Trends and Web Development with Lydia Hallie

Tech Trends and Web Development with Lydia Hallie

Connect with Lydia: https://www.lydiahallie.io https://www.linkedin.com/in/lydia-hallie https://x.com/lydiahallie Full episode on YouTube ▶️ https://youtu.be/EhrEdHMt5GY Beyond Coding Podcast with ⁠⁠...

23 Loka 202435min

My Partner keeps getting Fired

My Partner keeps getting Fired

Reddit Reacts is what I'm calling this Q&A format. Curious to hear if you've enjoyed it :) Full episode on YouTube ▶️ https://youtu.be/9ETZwQFFewA Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠...

17 Loka 202436min

Individual Contributor and Technical Leadership with Rares Mirica

Individual Contributor and Technical Leadership with Rares Mirica

Connect with Rares: https://www.linkedin.com/in/raresmirica Full episode on YouTube ▶️ https://youtu.be/qOUMNfU6M48 Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎙P...

9 Loka 20241h 2min

AI Product Development and Startups with Nick Gushchin

AI Product Development and Startups with Nick Gushchin

Connect with Nick Gushchin: https://www.linkedin.com/in/nickgushchin https://twitter.com/nickgushchin Full episode on YouTube ▶️ https://youtu.be/Hrx73UZok9s Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠...

2 Loka 20241h 17min

Transferable Skills in Software Engineering with Carlos Kelkboom

Transferable Skills in Software Engineering with Carlos Kelkboom

Connect with Carlos Kelkboom: https://linkedin.com/in/carlos-k-4016b8225 Full episode on YouTube ▶️ https://youtu.be/heKOXS8QZWM Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠...

25 Syys 20241h 3min