---
title: The AI Agent points to blog posts for deeper reading
description: Questions about how or why WatchFor works, such as how 25 million checks get scheduled or how an outage is confirmed before anyone is paged, got a docs answer…
canonical: https://watchfor.io/changelog/2026-10-18-blog-search
---

[All updates](/changelog#2026-10-18-blog-search) ⚡ Improved Oct 18, 2026 · v 11.4.1

# The AI Agent points to blog posts for deeper reading

Questions about how or why WatchFor works, such as how 25 million checks get scheduled or how an outage is confirmed before anyone is paged, got a docs answer with nowhere to go next, even when a blog post covers exactly that. The AI Agent now adds one "Further reading" link to the matching post section after the docs link, but only when a post adds depth. Product facts still come from the docs. The docs MCP server has a new search_blog tool, and read_doc reads blog posts and sections by their /blog/… url.

Share this update

---

Canonical page: https://watchfor.io/changelog/2026-10-18-blog-search · Site guide: https://watchfor.io/llms.txt