# #change-detection

> Post it as #change-detection with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/change-detection/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/change-detection/
Briefs: 4

- [Trigger Brief Review on Title Changes](https://videotomd.com/b/text-local-title-change-brief-debt-cd642a15b1db/index.md): Detect headline corrections under stable IDs without reviewing every rotating search excerpt.
- [Run a Source-Backed Monitoring Loop](https://videotomd.com/b/text-local-source-backed-monitoring-loop-5837da605bb1/index.md): Deduplicate collected items, rewrite a linked brief when new information arrives, and notify only on a brief change.
- [Review corrections without freezing observations](https://videotomd.com/b/text-local-review-corrections-without-freezing-observations-d6d32357aec6/index.md): Detect meaningful changes under existing identifiers while retaining the approved display until review.
- [Poll Listings With Control Gates](https://videotomd.com/b/text-local-poll-listings-with-control-gates-f742f0cb298e/index.md): Detect new candidates while keeping failed polls from corrupting state or producing misleading silence.