SE Radio 633: Itamar Friedman on Automated Testing with Generative AI

SE Radio 633: Itamar Friedman on Automated Testing with Generative AI

Author: SE-Radio Team September 12, 2024 Duration: 59:41
Itamar Friedman, the CEO and co-founder of CodiumAI, speaks with host Gregory M. Kapfhammer about how to use generative AI techniques to support automated software testing. Their discussion centers around the design and use of Cover-Agent, an open-source implementation of the automated test augmentation tool described in the Foundations of Software Engineering (FSE) paper entitled "Automated Unit Test Improvement using Large Language Models at Meta" by Alshahwan et al. The episode explores how large-language models (LLMs) can aid testers by automatically generating test cases that increase the code coverage of an existing testing suite. They also investigate other automated testing topics, including how Cover-Agent compares to different LLM-based tools and the strengths and weaknesses of using LLM-based approaches in software testing.

For developers who think deeply about their craft, Software Engineering Radio-The Podcast for Professional Software Developers offers a steady, thoughtful conversation about building software. This isn't about chasing headlines or quick tips; it's a deliberate exploration of the principles, patterns, and hard-won insights that define lasting work in the field. The SE-Radio Team creates each episode as original, standalone content, ensuring you get focused depth rather than recycled conference talks. Every ten days, a new installment arrives, alternating between detailed tutorial-style deep dives on specific technologies or methodologies and candid interviews with influential voices and practitioners from across the industry. Tuning in means joining a continuous learning journey where complex topics are broken down with clarity, from system architecture and language design to team dynamics and career development. This podcast serves as a reliable educational archive, a resource you can return to as your experience grows, always anchored in the realities and challenges faced by professional developers every day.
Author: Language: en-us Episodes: 100

Software Engineering Radio - The Podcast for Professional Software Developers
Podcast Episodes
SE Radio 647: Praveen Gujar on Gen AI for Digital Ad Tech Platforms [not-audio_url] [/not-audio_url]

Duration: 52:01
Praveen Gujar, Director of Product at LinkedIn, joins SE Radio host Kanchan Shringi for a discussion on how generative AI (GenAI) is transforming digital advertising technology platforms. The conversation starts with a l…
SE Radio 646: Matthew Skelton on Team Topologies [not-audio_url] [/not-audio_url]

Duration: 57:08
Matthew Skelton joins host Giovanni Asproni to talk about team topologies—an approach to organizing teams for fast flow of value. The episode starts with a description of the underlying principles before exploring the ap…
SE Radio 645: Vinay Tripathi on BGP Optimization [not-audio_url] [/not-audio_url]

Duration: 59:22
Vinay Tripathi, a senior network engineer in Google Backbone Engineering and an 18-year network engineering veteran, discusses BGP optimization, a technique that's critical in achieving top goals in distributed applicati…
SE Radio 644: Tim McNamara on Error Handling in Rust [not-audio_url] [/not-audio_url]

Duration: 1:09:12
Tim McNamara, a well-known Rust educator, author of Rust in Action (Manning), and a recipient of a Rust Foundation Fellowship in 2023, speaks with SE Radio host Gavin Henry about error handling in Rust. They discuss the…
SE Radio 643: Ganesh Datta on Production Readiness [not-audio_url] [/not-audio_url]

Duration: 53:15
Ganesh Datta, co-founder of Cortex.io, joins host Robert Blumen for a conversation about production readiness. The conversation covers the history of production readiness; its relationship to microservice architecture; t…
SE Radio 642: Simon Wijckmans on Third-Party Browser Script Security [not-audio_url] [/not-audio_url]

Duration: 1:07:32
Simon Wijckmans, founder of c/side -- a company that focuses on monitoring, securing, and optimizing third-party JavaScript -- joins SE Radio host Kanchan Shringi for a conversation about the security risks posed by thir…
SE Radio 641: Catherine Nelson on Machine Learning in Data Science [not-audio_url] [/not-audio_url]

Duration: 48:19
Catherine Nelson, author of the new O'Reilly book, Software Engineering for Data Scientists, discusses the collaboration between data scientists and software engineers -- an increasingly common pairing on machine learnin…
SE Radio 640: Jonathan Horvath on Physical Security [not-audio_url] [/not-audio_url]

Duration: 59:19
Jonathan Horvath of Z-bit discusses physical access control systems (PACS) with host Jeremy Jung. They start with an overview of PACS components and discuss the proprietary nature of the industry, the slow pace of migrat…
SE Radio 639: Cody Ebberson on Regulated Industries [not-audio_url] [/not-audio_url]

Duration: 39:20
Cody Ebberson, CTO of Medplum, joins host Sam Taggart to discuss the constraints that working in regulated industries add to the software development process. They explore some general aspects of developing for regulated…