Handling AI-Generated Code: Challenges & Best Practices • Roman Zhukov & Damian Brady

This interview was recorded for GOTO Unscripted. https://gotopia.tech Check out more here: https://gotopia.tech/articles/419 Roman Zhukov - Principal Architect - Security Communities Lead at Red Hat Damian Brady - Staff Developer Advocate at GitHub RESOURCES Roman https://github.com/rozhukov https://www.linkedin.com/in/rozhukov Damian https://bsky.app/profile/damovisa.me https://hachyderm.io/@damovisa https://x.com/damovisa https://github.com/Damovisa https://www.linkedin.com/in/damianbrady https://damianbrady.com.au Links https://www.redhat.com/en/blog/ai-assisted-development-and-open-source-navigating-legal-issues DESCRIPTION Roman Zhukov (Red Hat) and Damian Brady (GitHub) explore the evolving landscape of AI-assisted software development. They discuss how AI tools are transforming developer workflows, making developers about 20% faster on simple tasks while being 19% slower on complex ones. The conversation covers critical topics including code quality and trust, security concerns with AI-generated code, the importance of education and best practices, and how developer roles are shifting from syntax experts to system architects. Both experts emphasize that AI tools serve as amplifiers rather than replacements, with humans remaining essential in the loop for quality, security, and licensing compliance. RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Alex Castrounis • AI for People and Business • https://amzn.to/3NYKKTo Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Bluesky (https://bsky.app/profile/gotocon.com) Twitter (https://twitter.com/GOTOcon) Instagram (https://www.instagram.com/goto_con) LinkedIn (https://www.linkedin.com/company/goto-) Facebook (https://www.facebook.com/GOTOConferences) CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket: gotopia.tech (https://gotopia.tech) SUBSCRIBE TO OUR YOUTUBE CHANNEL (https://www.youtube.com/user/GotoConferences/?sub_confirmation=1) - new videos posted daily!