Wondering how to go about creating an LLM that understands your custom data? Start here.

Cameron R. Wolfe, PhD

Ben talks with Eran Yahav, a former researcher on IBM Watson who’s now the CTO and cofounder of AI coding company Tabnine. Ben and Eran talk about the intersection of software development and AI, the evolution of program synthesis, and Eran’s path from IBM research to startup CTO. They also discuss how to balance the productivity and learning gains of AI coding tools (especially for junior devs) against very real concerns around quality, security, and tech debt.

Eira May

Fabrizio Ferri-Benedetti, who spent many years as a technical writer for Splunk and New Relic, joins Ben and Ryan for a conversation about the evolving role of documentation in software development. They explore how documentation can (and should) be integrated with code, the importance of quality control, and the hurdles to maintaining up-to-date documentation. Plus: Why technical writers shouldn’t be afraid of LLMs.

Eira May

Ben and Ryan sit down with public interest technologist Sukhi Gulati Gilbert, a senior product manager at Consumer Reports, for a conversation about digital data privacy. They talk about why digital privacy matters, the challenges consumers face in safeguarding their data, and the legislative gaps in privacy protection, along with the app Sukhi is working, Permission Slip, that helps users exercise their rights to digital data privacy. Plus: Why it might be worth reducing your digital footprint.

Eira May

Most job interviews are stressful. This one is not.

Kyle Mitofsky

Web2 and Web3 developers don’t always have the kindest view of one another.

Mayukha Vadari

Today’s guest is Jonathan Schneider, co-founder and CEO of Moderne and creator of OpenRewrite, an open-source automated refactoring ecosystem for source code built to help developers eliminate tech debt. He tells Ben and Ryan about the challenges of automatic refactoring, how Java continues to evolve, and what kind of impact tech debt has on software development. Jonathan also describes the transition from open-source project to startup, why clean code is so important, and the role AI plays for developers right now.

Eira May

Chris Fowler, Director of Engine for Call of Duty, tells Ben and Ryan about his path from marine biology to game development, the ins and outs of game engines, and the technical feats involved in creating massively popular games like Call of Duty. Chris also explains why community feedback is so critical in game development and offers his advice for aspiring game developers.

Eira May

Ben and Ryan are joined by Matt Zeiler, founder and CEO of Clarifai, an AI workflow orchestration platform. They talk about how the transformer architecture supplanted convolutional neural networks in AI applications, the infrastructure required for AI implementation, the implications of regulating AI, and the value of synthetic data.

Eira May

It's time to delegate to the robots.

Ben Popper

Or Lenchner, CEO of Bright Data, joins Ben and Ryan for a deep-dive conversation about the evolving landscape of web data. They talk through the challenges involved in data collection, the role of synthetic data in training large AI models, and how public data access is becoming more restrictive. Or also shares his thoughts on the importance of transparency in data practices, the likely future of data regulation, and the philosophical implications of more people using AI to innovate and solve problems.

Eira May

Will prompt engineering replace the coder’s art or will software engineers who understand code still have a place in future software lifecycles?

Ryan Donovan

Today’s guest is Logan Kilpatrick, a senior product manager at Google, who tells Ben about his journey from software engineering to machine learning to product management, all with an emphasis on reducing developer friction. They talk through the challenges of non-determinism in AI models and how Google is addressing these issues with a new feature: Grounding with Google Search. Plus, what working at the Apple Store taught Logan about product management.

Eira May

An update to the research that the User Experience team is running over the next quarter.

Piper Lawson

Tom Occhino, now Chief Product Officer at Vercel, tells Ben about how he contributed to the development of React at Facebook and the contentious decision to make React open-source. They also talk about what community feedback has been like on Next.js 15, Vercel’s GenAI web development tool, and how Vercel is rethinking IDEs.

Eira May

Here's a (brief) summary of language model finetuning, the various approaches that exist, their purposes, and what we know about how they work.

Cameron R. Wolfe, PhD

On this sponsored episode, Ben and Ryan talk to Sunny Patel, Staff Software Engineer at PayPal, and Kyle Prinsloo, a developer and a PayPal partner, about all the ways that Fastlane by PayPal makes developers’ lives easier. They explore the needs that both merchants and consumers have for creating a seamless checkout experience, the importance of reducing friction in payment processes, and how documentation can directly assist the integration experience.

Ben Popper

Ben welcomes Ricky Robinett, VP of Developer Relations and Community at Cloudflare, and his eight-year-old daughter Fay for a chat about how AI tools are helping new developers get started and how to encourage your kids to try coding.

Eira May

Ben chats with Shayne Longpre and Robert Mahari of the Data Provenance Initiative about what GenAI means for the data commons. They discuss the decline of public datasets, the complexities of fair use in AI training, the challenges researchers face in accessing data, potential applications for synthetic data, and the evolving legal landscape surrounding AI and copyright.

Eira May

We walk through the process of designing an SDK that makes it easy for developers to integrate new technology into their e-commerce stack and is flexible enough to serve the needs of small businesses and large enterprises.

Karen Posada

The internet and its business models are changing. Stack Overflow has been at the forefront, helping to shape the future of the web.

Prashanth Chandrasekar

Ben welcomes Sonar CEO Tariq Shaukat for a conversation about AI coding tools’ potential to boost developer productivity—and how to balance those potential gains against code quality and security concerns. They talk about Sonar’s origins as an open-source code quality tool, the excellent reasons to embrace a “clean as you code” philosophy, and how to determine where AI coding tools can be helpful and where they can’t (yet).

Eira May

Ben Popper chats with Keith Babo, Head of Product at Solo.io, about how the API security landscape is changing in the era of GenAI. They talk through the role of governance in AI, the importance of data protection, and the role API gateways play in enhancing security and functionality. Keith shares his insights on retrieval-augmented generation (RAG) systems, protecting PII, and the necessity of human-in-the-loop AI development.

Eira May

There are worries that GenAI systems may run out of fresh data as they scale. Synthetic data is an option, but using AI-generated data to train AI can degrade the model's performance. There may be a better solution. Can data quality overcome a loss of data quantity?

Ben Popper