Engineering Rigor in the LLM Age
Engineering Rigor in the LLM Age  
Podcast: Oxide and Friends
Published On: Thu Jan 15 2026
Description: What do LLMs mean for the future of software engineering? Will vibe-coded AI slop be the norm? Will software engineers simply be less in-demand? Rain and David join Bryan and Adam to discuss how rigorous use of LLMs can make for much more robust systems.In addition to Bryan Cantrill and Adam Leventhal, we were joined by Rain Paharia, and David Crespo.Previously, on Oxide and Friends:OxF s03e08 – Does a GPT future need software engineersOxF s04e04 – HeliosOxF s05e28 – Systems Software in the LargeOxF s04e20 – Pragmatic LLM Usage with Nicholas CarliniSome of the topics we hit on, in the order that we hit them:The issue Bryan was fixingiddqd: the crate Rain builtGhosttyDavid's bugs: 1 2 3Rain's nextest bug: SIGTTOU when test spawns interactive shellOxide RFD 619: Managing types across Dropshot API versionsdrift: the crate Adam builtIf we got something wrong or missed something, please file a PR! Our next show will likely be on Monday at 5p Pacific Time on our Discord server; stay tuned to our Mastodon feeds for details, or subscribe to this calendar. We'd love to have you join us, as we always love to hear from new speakers!