Decoding the new AI lingo: Loops, harnesses, squads, hill climbing… oh my!
TL;DR
From loop engineering to harnesses, squads and open weights, the GitHub Podcast breaks down the AI terms now showing up in everyday developer conversations. The episode explains what sits behind each buzzword and where the concepts actually surface when you work with AI agents. Useful if you want to follow the discussion without looking up every second term.
Nauti's Take
A shared vocabulary is a real advantage, because teams can discuss loops, harnesses and squads without starting from zero every time. The risk is that many of these terms are marketing labels without fixed definitions, which hides how unstable the underlying tooling still is.
Anyone building AI workflows should learn the concepts but test every claim against their own pipeline.
Sources