The GitHub Podcast

AI Hot Takes: Should You Read the Code, Is RAG Dead, and Did Skills Kill MCP?

Episode Notes

Cassidy and GPS dive into a round of AI hot takes to separate the extreme, engagement-bait opinions from the actual nuance. They debate whether developers still need to read AI-generated code, why “jobs won't hire you if you don't use AI” is more complicated than it sounds, and GPS's own hot take against the newest wave of paid coding bootcamps. From there they tackle whether skills have killed MCP, whether RAG is dead, and a borrowed hot take from their boss Martin: if you have to fine-tune a model to your code base, your code is bad. They close out with two open source picks: Pollinations AI, a generative AI platform experimenting with earning credits through code contributions, and Avian Visitors, a beautifully documented build log of a bird-listening e-ink display.

Links mentioned in the episode:

Pollinations AI
Avian Visitors