The role of AI in new product development | Ryan J. Salva (VP of Product at GitHub)

ℹ️ EPISODE INFO

Released

September 4, 2022

Duration

1h 4m

Channel

Lenny's Podcast

Watch on YouTube

▶ Open ↗

📝 EPISODE DESCRIPTION

Ryan J. Salva is the VP of Product at GitHub, where he led the incubation and launch of Copilot, which uses OpenAI to suggest code and entire functions in real time, right from your editor, and is changing the way we build software. Ryan is an experienced developer and product manager, with over a decade of experience working for Microsoft before moving to lead the GitHub product team. In today’s episode, he shares how Copilot got its start, how it moved from prototype to live product, and how he structures R&D teams within larger companies. He also discusses the ethical questions surrounding AI use and how to build a successful product team, and shares the inside story of the development of Copilot. Find the full transcript here: https://www.lennyspodcast.com/the-role-of-ai-in-new-product-development-ryan-j-salva-vp-of-product-at-github-copilot/#transcript — Where to find Ryan J. Salva:

• Twitter: https://twitter.com/ryanjsalva
• LinkedIn : https://www.linkedin.com/in/ryanjsalva/
• Website: http://www.ryanjsalva.com/

— Where to find Lenny:

• Newsletter: https://www.lennysnewsletter.com
• Twitter: https://twitter.com/lennysan
• LinkedIn: https://www.linkedin.com/in/lennyrachitsky/

— Thank you to our wonderful sponsors for making this episode possible:

• Amplitude: https://amplitude.com/
• Athletic Greens: https://athleticgreens.com/lenny
• Modern Treasury: https://www.moderntreasury.com/

— Referenced:

• GitHub Copilot: https://github.com/features/copilot
• Make It So: Interaction Design Lessons from Science Fiction: https://www.amazon.com/Make-So-Interaction-Lessons-Science/dp/1933820985
• Brief Interviews with Hideous Men: https://www.amazon.com/Brief-Interviews-Hideous-Foster-Wallace/dp/0316925195
• The Memory Palace podcast: https://thememorypalace.us/
• Arrival: https://www.hulu.com/movie/arrival-6ec67b11-b282-4383-85ac-38c4731b40e4
• Oege De Moor’s LinkedIn: https://www.linkedin.com/in/oegedemoor/

— In this episode, we cover: [00:00] Ryan’s background and how he became involved in development [10:46] What is GitHub Copilot? [14:44] How GitHub Copilot can be utilized for education [17:46] How GitHub incorporated AI models with computer languages [27:24] Project horizons: delegating tasks based on confidence levels [30:39] How to put together a development team for “moonshots” [35:22] When and how to transition your R&D team smoothly [38:28] Dealing with ethical issues surrounding AI [44:40] The future of AI in development [48:48] Challenges with scaling Copilot [54:23] Allocating your energy as products scale [58:17] Lightning round — Production and marketing: https://penname.co/

🎤 SPEAKERS

• Ryan J. Salva

  guest

• Lenny Rachitsky

  host

🧾 EPISODE SUMMARY

In this episode of Lenny's Podcast, featuring Ryan J. Salva and Lenny Rachitsky, The role of AI in new product development | Ryan J. Salva (VP of Product at GitHub) explores gitHub Copilot: From Moonshot Experiment To AI Pair Programmer Revolution GitHub’s VP of Product, Ryan J. Salva, explains how GitHub Copilot evolved from a speculative R&D experiment into a widely adopted AI coding assistant. The project began when Microsoft and OpenAI trained large language models on a curated snapshot of GitHub’s public code, discovering they could reliably predict and generate multi-line code in real time. Salva details how a small “Next” moonshot team incubated the idea, then handed it off to production product squads while navigating ethical, legal, and UX challenges. He also outlines how AI will increasingly permeate the entire software development lifecycle, augmenting developers’ creativity rather than replacing them.

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