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Ep 33: CTO and Co-Founder of Sourcegraph on Current Landscape and Future of Software Development, How to Make RAG Better, and Building Towards the Agentic Future
Manage episode 415476749 series 3495253
Content provided by Redpoint Ventures and By Redpoint Ventures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Redpoint Ventures and By Redpoint Ventures 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.
On this week’s Unsupervised Learning, Pat and I sat down with CTO and Co-Founder of Sourcegraph, Beyang Liu. Sourcegraph is a leader in the AI coding space, and recently launched AI coding assistant, Cody. Beyang shared with us his view on the current landscape of AI coding and the future of coding and software development. He also shared how Sourcegraph has tried to make RAG better, and their model eval approaches.
(0:00) intro
(0:47) advice for young coders
(3:34) AI products at Sourcegraph
(6:17) the current state of AI coding
(12:33) what happens when a new GPT model comes out?
(20:16) what types of developers benefit from these AI tools?
(30:45) how important is inference cost?
(35:31) how does Sourcegraph structure AI teams?
(41:27) what metrics does Sourcegraph use to evaluate their products?
(50:02) customizing RAG
(56:55) getting ahead of the agentic future
(1:05:05) will there be more or less engineers in the future?
(1:13:50) over-hyped/under-hyped
(1:16:56) surprises during the Sourcegraph journey
(1:18:26) cognition buzz and Devin
(1:26:48) Jacob and Pat debrief
With your co-hosts:
@jacobeffron
- Partner at Redpoint, Former PM Flatiron Health
@patrickachase
- Partner at Redpoint, Former ML Engineer LinkedIn
@ericabrescia
- Former COO Github, Founder Bitnami (acq’d by VMWare)
@jordan_segall
- Partner at Redpoint
38 episodes
Share
Manage episode 415476749 series 3495253
Content provided by Redpoint Ventures and By Redpoint Ventures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Redpoint Ventures and By Redpoint Ventures 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.
On this week’s Unsupervised Learning, Pat and I sat down with CTO and Co-Founder of Sourcegraph, Beyang Liu. Sourcegraph is a leader in the AI coding space, and recently launched AI coding assistant, Cody. Beyang shared with us his view on the current landscape of AI coding and the future of coding and software development. He also shared how Sourcegraph has tried to make RAG better, and their model eval approaches.
(0:00) intro
(0:47) advice for young coders
(3:34) AI products at Sourcegraph
(6:17) the current state of AI coding
(12:33) what happens when a new GPT model comes out?
(20:16) what types of developers benefit from these AI tools?
(30:45) how important is inference cost?
(35:31) how does Sourcegraph structure AI teams?
(41:27) what metrics does Sourcegraph use to evaluate their products?
(50:02) customizing RAG
(56:55) getting ahead of the agentic future
(1:05:05) will there be more or less engineers in the future?
(1:13:50) over-hyped/under-hyped
(1:16:56) surprises during the Sourcegraph journey
(1:18:26) cognition buzz and Devin
(1:26:48) Jacob and Pat debrief
With your co-hosts:
@jacobeffron
- Partner at Redpoint, Former PM Flatiron Health
@patrickachase
- Partner at Redpoint, Former ML Engineer LinkedIn
@ericabrescia
- Former COO Github, Founder Bitnami (acq’d by VMWare)
@jordan_segall
- Partner at Redpoint
38 episodes
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Similar to Unsupervised Learning
The Village Global podcast takes you inside the world of venture capital and technology, featuring enlightening interviews with entrepreneurs, investors and tech industry leaders. Learn more at www.villageglobal.vc.
…
continue reading
Bitcoin pioneer Charlie Shrem peels back the layers on the lives and backgrounds of the world's most impactful innovators. Centering around intimate narratives, Shrem uncovers a detailed, previously unspoken story of the genesis and evolution of bitcoin, cryptocurrency, artificial intelligence, and the web3 movements. Join Shrem as he journeys through the uncharted territories of tech revolutions, revealing the human side of the stories that shaped the digital world we live in today.
…
continue reading
Bitcoin groundbreakers share personal stories of how Bitcoin is changing lives for the better. Host Mauricio Di Bartolomeo, co-founder and CSO of Ledn, speaks with leading Bitcoin voices, entrepreneurs, and human rights advocates to hear their unique journey and practical real-world examples of how Bitcoin has made a positive impact in their lives. Brought to you by Ledn, a leading financial services company built for Bitcoin & digital assets. Ledn offers a suite of lending, saving and tradi ...
…
continue reading
An archive of each full weekday episode of the award-winning program presented by Bruce Whitfield.
…
continue reading
It didn’t all change in March 2020. Not really. The UK high street has been in the throes of a gradual revolution for decades. From the rise of ecommerce, to the birth of mobile, social commerce, and a growing emphasis on experience, change has been underway for a while. In fact for many, the pandemic has acted as a wake-up call. Digital transformation was no longer a ‘nice to have’ but a matter of survival. Necessity sparked innovation and customers are enjoying more flexibility and conveni ...
…
continue reading
The Moneycontrol Podcast is your daily source of business news, investment analysis and advice on stocks and the markets. Tune in to broaden your horizons with podcasts by journalists, experts and analysts giving you a head-start in the investment game.
…
continue reading
How will countries around the world cope with persistent inflation and high borrowing costs? Are central bankers helping to abate the cost-of-living crisis or are they moving us all closer to recession? On Stephanomics, a podcast hosted by Bloomberg Economics head Stephanie Flanders—the former BBC economics editor and chief market strategist for Europe at JPMorgan Asset Management—we combine reports from Bloomberg journalists around the world and conversations with internationally respected ...
…
continue reading
Bloomberg Radio host Barry Ritholtz looks at the people and ideas that shape markets, investing and business.
…
continue reading
Conversations with the best investors and business leaders in the world. We explore their ideas, methods, and stories to help you better invest your time and money. Hear stock market and boardroom insights you can't find anywhere else. If you're a professional investor, CEO, entrepreneur, or business strategist, this is for you. Explore all our episodes and learn more at https://www.joincolossus.com
…
continue reading
Best friends Joel and Matt are the co-hosts of How to Money which is all about providing the knowledge & tools that normal folks need to thrive in areas like debt payoff, DIY investing, and crucial money tricks that will provide continuous help along your journey. We believe that access to unbiased and jargon-free personal finance guidance is more necessary than ever before. When you handle your money in a purposeful, thoughtful way that works for your lifestyle, you can really start living ...
…
continue reading
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