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Ryan Nystrom built a Notion AI agent called "Hot Potato" that runs every morning…

2026-05-11 · 20:36 UTC ·@brian_lovin ·1 min read

Brief

Ryan Nystrom created a Notion AI agent, "Hot Potato," that aggregates Slack, GitHub, Honeycomb and prior meeting transcripts each morning at 9am to preprepare standups, letting him code until kickoff. He demonstrates @-mentioning Codex from Notion to produce a PR in ~10 minutes, a Whisper → spec → implementation workflow, and warns CI speed limits AI adoption; his go-to prompt is "I literally don't know what I'm doing. Explain it to me."

Why it matters

Ryan Nystrom built a Notion AI agent called "Hot Potato" that runs every morning at 9am and scans Slack, GitHub, Honeycomb, and yesterday's meeting transcript to prep his engineering standup so he can code until the meeting starts.

Key details

  • Inside a Notion task he @-mentions Codex to get a full PR back in about 10 minutes; he uses a spec-driven flow: speak into Whisper → generate a spec → one-shot implementation.
  • He claims continuous-integration (CI) speed is now the ceiling on AI adoption and favors the prompt: "I literally don't know what I'm doing. Explain it to me."
Source evidence

HEY I know that guy!

claire vo 🖤 (@clairevo)

As an EM, running engineering standups where everyone's dead-eyed and reciting what they worked on is, in @ryannystrom words, a huge waste of time.

So he built a @NotionHQ AI agent that preps his team's standup before the meeting starts, so he can code right up until it begins.

In this ep he walks us through:

  • The "Hot Potato" 🥔 custom agent that scans Slack, GitHub, Honeycomb, and yesterday's meeting transcript every morning at 9am
  • How he @-mentions Codex from inside a Notion task and gets a full PR back in 10 minutes
  • Spec-driven development: talking into Whisper → spec → one-shotted implementation
  • Why CI speed is now your AI adoption ceiling

Plus he shares why this is his favorite prompt: "I literally don't know what I'm doing. Explain it to me."

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Full episode: piped.video/pUHA_jNwuYE

Video

— https://nitter.net/clairevo/status/2053885832877199771#m