diff --git a/documentation/blog/2025-08-14-agent-coordination-patterns/index.md b/documentation/blog/2025-08-14-agent-coordination-patterns/index.md
index 6b3a077e..c868cebc 100644
--- a/documentation/blog/2025-08-14-agent-coordination-patterns/index.md
+++ b/documentation/blog/2025-08-14-agent-coordination-patterns/index.md
@@ -7,7 +7,7 @@ authors:
-I taught a [vibe coding workshop at UC Berkeley](http://localhost:3000/goose/blog/2025/08/10/vibe-coding-with-goose-building-apps-with-ai-agents) and informed the students that we'd be spinning up 7 subagents. Someone quickly raised their hand and asked "what is a subagent?". At that moment, I realized we're just throwing out terms like **agent**, **multi agent**, and **subagent**, and not really taking the time to explain what these are. So, here goes... a 101 breaking down these various coordination patterns and when to use them.
+I taught a [vibe coding workshop at UC Berkeley](/blog/2025/08/10/vibe-coding-with-goose-building-apps-with-ai-agents) and informed the students that we'd be spinning up 7 subagents. Someone quickly raised their hand and asked "what is a subagent?". At that moment, I realized we're just throwing out terms like **agent**, **multi agent**, and **subagent**, and not really taking the time to explain what these are. So, here goes... a 101 breaking down these various coordination patterns and when to use them.
@@ -76,7 +76,7 @@ These setups are just different ways to organize work, whether it's human work o
-
+