Episode Details

Back to Episodes
Code Faster, Review Smarter

Code Faster, Review Smarter

Episode 497 Published 1 year ago
Description

How do we ship code faster without sacrificing quality or accountability? Greg Foster, co-founder and CTO at Graphite, joins the show to unpack how AI is reshaping code reviews, developer workflows, and the very definition of software engineering. From AI-assisted reviews to the challenge of maintaining context in a world of auto-generated code, Greg shares hard-won insights from the front lines of dev tools innovation. If you care about shipping fast, staying secure, and evolving your engineering org for what’s next — this one’s for you.


Key Takeaways

• Code review is becoming more about collaboration and less about bug catching

• AI-generated code introduces a new challenge: how engineers maintain context without writing the code themselves

• Developer experience is shifting toward orchestration, not just authorship — prompting, reviewing, shipping, and owning

• Stack-based workflows are essential for speed, safety, and parallel progress in an AI-assisted world

• Even with AI in the loop, human accountability — especially for security and architecture — remains critical


Timestamped Highlights

2:10 – Why Graphite calls itself “code review for the age of AI”

4:50 – What code review really means today (hint: it's not just about bugs)

8:40 – The hidden cost of losing context when you’re not writing the code

12:05 – How the developer experience is evolving with AI-generated code

16:10 – Is tech debt still a problem if code becomes disposable?

21:00 – Inner vs. outer loops of development — and why the bottleneck is shifting

26:10 – Why we hold AI to a higher standard than human engineers


Quote of the Episode

“We used to get context for free — just by writing the code. But in a world of AI code gen, we’re going to need new ways to absorb and maintain that context.” – Greg Foster


Resources Mentioned

Graphite: https://graphite.dev

Greg on LinkedIn: https://www.linkedin.com/in/gregmfoster

Email Greg: greg@graphite.dev


Pro Tips

Stack your PRs to keep shipping fast and safely. Whether it’s AI or human writing the code, small, parallelized changes are easier to review, test, and deploy — especially when you're operating at high velocity.


Call to Action

Enjoyed this episode? Share it with a fellow engineer, follow the show, and leave a review on Apple Podcasts or Spotify. For more insights like this, connect with us on LinkedIn or subscribe to our newsletter.

Listen Now

Love PodBriefly?

If you like Podbriefly.com, please consider donating to support the ongoing development.

Support Us