AI Hot Takes: Should You Read the Code, Is RAG Dead, and Did Skills Kill MCP?
Cassidy and GPS dive into a round of AI hot takes to separate the extreme, engagement-bait opinions from the actual nuance.
Podcast profile
By GitHub
This is the GitHub podcast, a show dedicated to the topics, trends, stories and culture in and around the developer community on GitHub.
Latest episode
35 min
Topics
Open-source projects, maintainers, communities, licensing, sustainability, and governance.
Language design, runtimes, compilers, syntax, and language-specific engineering practice.
Developer productivity, tooling, workflows, platforms, and engineering enablement.
Formats
Host-led conversation where a guest supplies most of the subject matter.
Detailed technical, architectural, or research-oriented examination.
Audience level
Regularly assumes specialist knowledge and discusses implementation, architecture, protocols, code, or research in depth.
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Episodes shown — 10 of 25
Cassidy and GPS dive into a round of AI hot takes to separate the extreme, engagement-bait opinions from the actual nuance.
In today’s episode, Cassidy, Marlene, and GPS tackle the ever-growing pile of new AI and agent terminology that's popped up seemingly overnight.
The GitHub Podcast is back for Season 2! In the season opener, Cassidy Williams is joined by co-hosts Marlene Mhangami and GPS Peña-Siguenza.
In this year-in-review episode of The GitHub Podcast, Cassidy and Abby are joined by Helen Hou-Sandí, GitHub’s engineering manager for the Accessibility Engineering team and lead developer in the WordPress project.
They share how the Fund’s three-week security sprint, ongoing check-ins, and tight-knit community helped them move from “we don’t know what we don’t know” to concrete wins: hardened GitHub Actions pipelines, incident response plans, better reporting processes, and SBOMs that actually include dependency licenses.
Abby sits down with Angie Jones, VP of Engineering at Block, live at GitHub Universe to talk about Goose, Block’s open source AI agent and reference implementation of the Model Context Protocol (MCP).
In this episode, recorded live at GitHub Universe 2025, Andrea sits down with Frank “Frenck” Nijhof, a GitHub Star and project lead for Home Assistant, one of the most active open source projects on the platform.
Andrea and Kedasha sit down with data whisperer Jeff Luszcz, one of the wizards behind GitHub’s annual Octoverse report, to unpack this year’s biggest shifts.
In this episode of the GitHub Podcast, Abby sits down with Felix Reda, Director of Developer Policy at GitHub, and Christian Grobmeier, a longtime Log4J maintainer, to reflect on the aftermath of the Log4Shell vulnerability and how it reshaped open source funding.
Homebrew’s project lead Mike McQuaid joins Abby and Andrea to unpack what it really takes to sustain one of the most-used developer tools on macOS and Linux.