A very typical user interaction these days is some people discussing some problem they want to solve on Slack and then just @mentioning Honk — like, go solve this.
Niklas GustavssonChief Architect · Leader, 
Spotify
Post: Let’s Talk Agentic Development: Spotify x Anthropic Live, Spotify Engineering, April 6, 2026.
Niklas Gustavsson, Chief Architect. Speaks about Honk, the background coding agent used inside Spotify, from the architecture role that oversees it.
Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-03).
Pulled quote in the 'Honk' section, attributed '— Niklas Gustavsson, Spotify'. Exact match.
Niklas Gustavsson (Spotify), “Let’s Talk Agentic Development: Spotify x Anthropic Live”, Spotify Engineering, 2026-04-06. https://engineering.atspotify.com/2026/4/anthropic-agentic-development Archived at https://the-ai-record.com/passages/spotify-typical-user-interaction-discussing-problem-slack-mentioning-honk-2026
When it comes to context management and context engineering, I think having a good set of actually fairly simplistic setup that is reproducible across engineers, with a good set of Claude MD setups, a good set of skills that really capture the essence of the role you're trying to do or the domain you're trying to operate in. I think that's really it and don't overthink it.
Christian RyanApplied AI lead · Leader, 
Anthropic
Post: Let’s Talk Agentic Development: Spotify x Anthropic Live, Spotify Engineering, April 6, 2026.
It doesn't really matter who generated what or what was behind it. If it’s an agent or a human, it’s very much outcome-based, and you also want to have someone who’s accountable for the outcome.
Christian RyanApplied AI lead · Leader, Anthropic
Post: Let’s Talk Agentic Development: Spotify x Anthropic Live, Spotify Engineering, April 6, 2026.
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