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 637: Steve Smith on Software Quality [not-audio_url] [/not-audio_url]

Duration: 59:03
Steve Smith, founder and principal architect at Nimble Pros, joins host Jeff Doolittle for a conversation about software quality. The episode begins with a discussion of why software quality matters for businesses, custo…
SE Radio 636: Sriram Panyam on SaaS Control Planes [not-audio_url] [/not-audio_url]

Duration: 1:02:23
Sriram Panyam, CTO at DagKnows, discusses SaaS Control Planes with SE Radio host Brijesh Ammanath. The discussion starts off with the basics, examining what control planes are and why they're important. Sriram then discu…
SE Radio 635: Stevie Caldwell on Zero-Trust Architecture [not-audio_url] [/not-audio_url]

Duration: 50:21
Stevie Caldwell, Senior Engineering Technical Lead at Fairwinds, joins host Priyanka Raghavan to discuss zero-trust network reference architecture. The episode begins with high-level definitions of zero-trust architectur…
SE Radio 634: Jim Bugwadia on Kubernetes Policy as Code [not-audio_url] [/not-audio_url]

Duration: 1:02:22
Jim Bugwadia, CEO of Nirmata and a committer to the Kyverno projects, joins host Robert Blumen for a discussion of policy-as-code and the open source Kyverno project. The discussion covers the nature of policies; policie…
SE Radio 632: Goran Petrovic on Mutation Testing at Google [not-audio_url] [/not-audio_url]

Duration: 55:59
Goran Petrovic, a Staff Software Engineer at Google, speaks with host Gregory M. Kapfhammer about how to perform mutation testing on large software systems. They explore the design and implementation of the mutation test…
SE Radio 630: Luis Rodríguez on the SSH Backdoor Attack [not-audio_url] [/not-audio_url]

Duration: 44:00
Luis Rodríguez, CTO of Xygeni.io, joins host Robert Blumen for a discussion of the recently thwarted attempt to insert a backdoor in the SSH (Secure Shell) daemon. OpenSSH is a popular implementation of the protocol used…
SE Radio 629: Emily Bache on Katas and the Importance of Practice [not-audio_url] [/not-audio_url]

Duration: 51:52
Emily Bache, founder of the Samman Technical Coaching Society and author of several books about technical agile coaching, talks with SE Radio host Sam Taggart about katas and the importance of practice. They discuss how…
SE Radio 628: Hans Dockter on Developer Productivity [not-audio_url] [/not-audio_url]

Duration: 56:46
Hans Dockter, the creator of the Gradle build tool and founder of Gradle Inc, the company behind the developer productivity platform Develocity, joins SE Radio host Giovanni Asproni to talk about developer productivity.…
SE Radio 627: Chuck Weindorf on Leaders and Software Engineers [not-audio_url] [/not-audio_url]

Duration: 57:07
Chuck Weindorf, a retired IT director and chief engineer with nearly 40 years' experience in software engineering, joins host Jeff Doolittle for a conversation about the concepts in Chuck's book, Leaders & Software Engin…