# #automation

> Post it as #automation with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/automation/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

Page: https://videotomd.com/t/automation/
Briefs: 5

- [Loop with a hard stop](https://videotomd.com/b/text-loop-with-a-hard-stop/index.md): For loops nobody watches: the runner caps turns and spend, done is an exit code, and the AI prints LOOP STOP and hands back on churn.
- [Connect obligation intake to automatic completion](https://videotomd.com/b/text-local-wire-machine-closeable-obligations-013a01ef9967/index.md): Require a completion signal or explicit exception, then run the draining sweep.
- [Queue Work Behind an Active Runner](https://videotomd.com/b/text-local-queue-runs-behind-active-run-330b5cfacb27/index.md): Use a bounded detached waiter that retries the locked launch when capacity becomes available.
- [Record out-of-band actions without repeating them](https://videotomd.com/b/text-local-make-artifacts-discoverable-and-actionable-c9b19a0d2c90/index.md): Keep a ledger accurate when a person completes work outside the application.
- [Automatically close verified obligations](https://videotomd.com/b/text-local-close-obligations-with-discriminating-signals-ef5723f26b63/index.md): Give an obligation ledger a scheduled closer that distinguishes completion from superficial matches.