ClickUp Weekly · Ep 20

ClickUp Brain² Review: Agents, Memory & AI Adoption

· Guest: Holly Peck, Staff AI Solutions Development Manager, ClickUp

Key Takeaways

  • Brain² adds dynamic context (calendar, Gmail, connected apps), a persistent memory layer, and automatic model selection - Brain now picks the right model per task instead of a single fixed model
  • Artifacts turn workspace context into a shareable deck, doc, or site from a single prompt - useful for turning task and doc data into something you can hand to a client or exec
  • Saved Prompts let a team encode brand voice and formatting once, so AI output stays consistent across the whole team instead of drifting person to person
  • Holly's own agents show what's possible today: a 24-hour workspace sweep that surfaces uncredited work, and a bug-triage super agent that handles first-pass classification
  • AI adoption follows a predictable curve - resistance, then acceptance, then dependency. Gray's framing: it's optional today, but won't be by 2028

Episode Summary

Is ClickUp Brain² actually good now? Gray sits down with Holly Peck from ClickUp to find out. Brain² adds dynamic context connections across calendar, Gmail, and connected apps, a persistent memory layer, and automatic model selection so Brain picks the right model for the task instead of you guessing.

Holly demos what that unlocks in practice: email triage across multiple inboxes, Artifacts that turn workspace context into shareable decks, docs, or sites in one prompt, and Saved Prompts that keep a team's output consistent with its brand voice.

She also walks through two agents she built herself. One sweeps the workspace every 24 hours to surface work that's happening but not getting credited. The other, nicknamed "Mrs. Weaver," handles bug triage as a super agent. The episode closes on adoption: the curve runs from resistance to acceptance to dependency, and Gray's take is that AI is optional today but won't be by 2028.

What We'll Cover

Is ClickUp Brain² actually good now? Holly Peck, Staff AI Solutions Development Manager at ClickUp, joins Gray to find out. They dig into what Brain² really changed: dynamic context pulled from calendar, Gmail, and connected apps, a memory layer that persists across sessions, and automatic model selection so Brain routes each request to the right model.

Holly also shows off Artifacts (turning workspace context into a shareable deck, doc, or site) and Saved Prompts for keeping team output on-brand, then walks through two agents she built herself for surfacing uncredited work and triaging bugs.

The episode closes with a bigger question: where AI adoption is headed. Gray’s take is that it’s still optional today, but won’t be for much longer. Prefer reading? The full written review covers pricing, the verdict, and where Brain² still falls short. For more on what Brain can do right now, see our complete ClickUp AI guide.

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