The State of AI Adoption 📊 — with Matt McClernan

Refactoring Podcast

Today's guest is Matt McClernan, CEO of Augment Code!

With Matt, we went through the findings of our own research that we developed together with Augment, surveying more than 400 engineering teams about how they're using AI.

And we went through many topics, from the differences between personal and team adoption, challenges, how documentation looks like a secret weapon, how to manage context in AI coding, and much more. And then we talked about the future, how the UX of AI coding is changing with IDEs, CLI tools and agents, and what the future might bring.

(00:00) Preview

(01:26) Introduction

(02:16) Personal vs Team AI Adoption

(09:25) The journey of AI adoption

(13:06) The role of documentation

(18:13) AI and Context: the Augment secret sauce

(25:44) Helping AI with context

(28:17) Quality control in AI coding

(36:30) Companies and AI in the near future

(45:54) The state of UX in writing code

(51:54) The scope of Augment

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This episode is brought to you by Snyk! Join a live session with Vandana Verma Sehgal, OWASP Leader and Staff Developer Advocate at Snyk, on Thursday, December 11, at 11am ET

Register at https://go.snyk.io/12-11-owasp-top-10-isc2.html?utm_source=newsletter&utm_medium=so-sp&utm_campaign=dm_im-refactoring_wbn_251211_owasp-top-10&utm_term=refactoring&utm_content=ad&ref=plug.dev

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For inquiries about sponsoring the podcast, or appearing as a guest, email: [email protected]