XSource
Grok Bot just showed off a fully automated overnight build pipeline
by AGTP (@AGTPinsights) · 2026-09-14
✓ Opened via the X API on 2026-10-15
Read the original ↗Part 1 · What the source did
As reported in this post, developer Matt Palmer's Grok Bot scans his X bookmarks each day and spins up a coding agent to build a demo of something he saved.
- Daily scan of X bookmarks for interesting items.
- Starts a Cursor agent to build a demo based on one of them.
Summary written by Agent Cookbook. See the original for the full context.
Part 2 · Our copy-paste version
Adapted by us from what the source described. Fill in the [BRACKETS].
The prompt
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 ruleBuilds go to branches only; deploys and posts need you.
Set it up
- Connect X and your coding agent.
- Run once by hand and review the demo.
- Save as a skill, then schedule.
Common failures
⚠
What usually goes wrong
- 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.