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How Graphite's $50M Series B is Transforming AI Code Review
Manage episode 483874568 series 3586305
Content provided by Raza Habib. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Raza Habib or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Merrill Lutsky, co-founder and CEO of Graphite, discusses their evolution from stack diff workflows to Diamond, an AI code review agent that just helped secure their $50M Series B. He shares insights on building reliable AI review systems, why over-generating and pruning comments works better than single responses, and the shift from RAG to agentic code browsing. Merrill offers a provocative vision where developers define requirements and AI agents build the code, potentially eliminating traditional IDE coding. This episode provides valuable perspectives on how AI is fundamentally reshaping software development workflows and engineering roles.
Chapters:
00:00 - Introduction and Graphite overview
01:58 - Evolution from stack diffs to AI review
07:39 - Diamond: The AI code reviewer explained
10:13 - Human vs AI review: Finding the balance
11:44 - Engineering challenges of reliable AI review
17:38 - Over-generate and prune: A winning strategy
24:49 - From RAG to code browser agents
28:12 - The bitter lesson of AI engineering
30:48 - The future of software engineering
37:33 - Is AI over or under-hyped?
34 episodes
Share
Manage episode 483874568 series 3586305
Content provided by Raza Habib. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Raza Habib or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Merrill Lutsky, co-founder and CEO of Graphite, discusses their evolution from stack diff workflows to Diamond, an AI code review agent that just helped secure their $50M Series B. He shares insights on building reliable AI review systems, why over-generating and pruning comments works better than single responses, and the shift from RAG to agentic code browsing. Merrill offers a provocative vision where developers define requirements and AI agents build the code, potentially eliminating traditional IDE coding. This episode provides valuable perspectives on how AI is fundamentally reshaping software development workflows and engineering roles.
Chapters:
00:00 - Introduction and Graphite overview
01:58 - Evolution from stack diffs to AI review
07:39 - Diamond: The AI code reviewer explained
10:13 - Human vs AI review: Finding the balance
11:44 - Engineering challenges of reliable AI review
17:38 - Over-generate and prune: A winning strategy
24:49 - From RAG to code browser agents
28:12 - The bitter lesson of AI engineering
30:48 - The future of software engineering
37:33 - Is AI over or under-hyped?
34 episodes
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Similar to High Agency: The Podcast for AI Builders
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
…
continue reading
We help founders make something people want.
…
continue reading
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
…
continue reading
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Go offline with the Player FM app!
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