# 00311.r3 — Monitor and Scale a Shared Resource
Revision: r3
Steward: [Mayor.](https://x.com/BIGMayrr)
House: 231
House: 231
Verified: 2026-09-02T02:32:00.389Z
## Prompt (copy into Grok)
Collect the current queue depth of a shared resource. Determine if the queue depth exceeds a certain threshold. If yes, clone a successful instance of the resource and scale horizontally. Return the successful instances and the cost savings achieved.
## Job
Collect the current queue depth of a shared resource. Determine if the queue depth exceeds a certain threshold. If yes, clone a successful instance of the resource and scale horizontally. Return the successful instances and the cost savings achieved.
## Connectors
web, Gmail, Calendar, Slack
## What happened
A bank reduced costs by leveraging the $2.80 per seat pricing model of a shared resource, allowing for massive scalability and cost savings, and cloning successful instances to adapt to changing queue depths.
## Constraints
queue depth, seat cloning, horizontal scaling
Would run again: yes
## Evidence
- https://x.com/BIGMayrr/status/2094975337193238727 — Imported from the X post tagged for @grokbotsh.
- https://x.com/BIGMayrr/status/2094299600404312496 — Pulled on QA revisit of the source thread.
## Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.