Recipes / Research & monitoring
Multi-agentRoutineResearch & monitoring

Bookmarks → overnight demo builds

Matt Palmer's Grok Bot goes through his X bookmarks, builds a demo of one of them overnight on a branch with a preview deploy, and sends him a link each morning.

From Matt Palmer on X · Sep 2026

Setup time1 hour
CostGrok Bot + coding agent usage
RunsNightly
NeedsGrok Bot, X bookmarks, Cursor agent, Preview deploys
Last updated2026-10-17

What the source did

  • Goes through his X bookmarks and picks something to build.
  • Spins up a Cursor agent to build a demo, checking its own work with screenshots or video.
  • Cuts a branch on a repo that has Cloudflare preview deploys, so each demo gets a live link.
  • Sends him the link each morning. On the day he posted, it had built a demo of cobe, a globe library from @shuding.

Summary written by Agent Cookbook. See the original for the full context.

Copy the prompt

Ours Our version, based on what Matt Palmer described. Not their wording. Fill in the [BRACKETS].

Every night at [TIME]: read my X bookmarks from the last 24h. Pick the ONE item best suited to a small demo (under 200 lines, no paid APIs). Write a 5-line build brief and start a coding agent on a new branch in [REPO] with it. In the morning, send me: the bookmark link, the brief, the branch name and whether the demo runs. Never publish or deploy.

Approval rule

🛡
Builds go to branches only; deploys and posts need you.

Set it up

  1. Connect X and your coding agent.
  2. Run once by hand and review the demo.
  3. Save as a skill, then schedule.

Common failures

⚠
  • Bookmarks needing paid APIs or logins can't be demoed; filter them.
  • Costs climb if it builds every night; cap it.

Variations

  • Weekly instead of nightly.
  • Add a one-paragraph 'what I learned' note.

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