Reaching industrial economies of scale

03/12/25 • 104 min

Beyang Liu, the CTO & Co-founder of Sourcegraph is back on the pod. Adam and Beyang go deep on the idea of “industrializing software development” using AI agents, using AI in general, using code generation. So much is happening in and around AI and Sourcegraph continues to innovate again and again. From their editor assistant called Cody, to Code Search, to AI agents, to Batch Changes, they’re really helping software teams to industrialize the process, the inner and the outer loop, of being a software developer on high performance teams with large codebases.

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Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool...Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog
Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates.
Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo.
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Featuring:

Beyang Liu – GitHub, X
Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X

Show Notes:

Something missing or broken? PRs welcome!

Join the discussion

Changelog++ members get a bonus 9 minutes at the end of this episode and zero ads. Join today!

Sponsors:

Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool...Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog
Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates.
Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo.
Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes.

Featuring:

Beyang Liu – GitHub, X
Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X

Show Notes:

Something missing or broken? PRs welcome!

Previous Episode

Antirez returns to Redis!

Antirez has returned to Redis! Yes, Salvatore Sanfilippo (aka Antirez), the creator of Redis has returned to Redis and he joined us to share the backstory on Redis, what’s going on with the tech and the company, the possible (likely) move back to open source via the AGPL license, the new possibilities of AI and vector embeddings in Redis, and some good ’ol LLM inference discussions.

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Changelog++ members get a bonus 5 minutes at the end of this episode and zero ads. Join today!

Sponsors:

Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates.
Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool...Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog
Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo.
Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes.

Featuring:

Salvatore Sanfilippo – Website, GitHub, X
Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X
Jerod Santo – GitHub, LinkedIn, Mastodon, X

Show Notes:

Something missing or broken? PRs welcome!

Next Episode

Securing ecommerce: "It's complicated"

Ilya Grigorik and his team at Shopify has been hard at work securing ecommerce checkouts from sophisticated news attacks (such as digital skimming) and he’s here to share all the technical intricacies and far-reaching implications of this work.

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Sponsors:

Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool...Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog
Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates.

Featuring:

Ilya Grigorik – Website, GitHub, X
Jerod Santo – GitHub, LinkedIn, Mastodon, X

Show Notes:

Something missing or broken? PRs welcome!

Changelog Interviews - Reaching industrial economies of scale

Transcript

Transcript for Changelog Interviews #632 Adam Stacoviak:

Can we go back as far as you'd to? Because I kind of want to know how we got here. I go to your homepage today, Beyang, and I see "Industrializing software development AI agents."

Beyang Liu:

Yeah.

Adam Stacoviak:

And that was not at all the headline, even a few years ago. And I feel Sourcegraph has taken 15 years to become, not so much successful, but -- it's been 15 years for you.