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paulk pushed a commit to branch asf-site
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The following commit(s) were added to refs/heads/asf-site by this push:
     new 76ab863  fix typo
76ab863 is described below

commit 76ab8638632b3532ead8859d681c744a8e296f33
Author: Paul King <[email protected]>
AuthorDate: Sun Nov 9 07:10:57 2025 +1000

    fix typo
---
 site/src/site/blog/embabel-agentic-patterns.adoc | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/site/src/site/blog/embabel-agentic-patterns.adoc 
b/site/src/site/blog/embabel-agentic-patterns.adoc
index 6cd0af6..6d7a407 100644
--- a/site/src/site/blog/embabel-agentic-patterns.adoc
+++ b/site/src/site/blog/embabel-agentic-patterns.adoc
@@ -5,7 +5,7 @@ Paul King
 :description: This post highlights some agentic code patterns supported by 
Embabel.
 
 A recent 
https://medium.com/@springrod/build-better-agents-in-java-vs-python-embabel-vs-langgraph-f7951a0d855c[blog
 post] by Rod Johnson, looked at using Embabel and Java to solve some common 
agentic design patterns.
-Rod's post in turn reference's
+Rod's post in turn references
 another blog post by Hamza Boulahia using LangGraph with Python. Rod's post 
makes some
 excellent arguments as to the benefits of a JVM solution over LangGraph and 
Python.
 We won't repeat those arguments here, but we highly recommend that you read 
Rod's article.
@@ -281,7 +281,8 @@ public class ClassificationAgent {
 
 You could imagine similar scenarios where we'd want to capture similar ADTs.
 Whenever we have common boilerplate code, Groovy AST transforms can be a 
useful tool.
-We'll create a `@SumType` AST transform (details in the source code repo). 
Then our code becomes:
+We'll create a `@SumType` AST transform (details in the
+https://github.com/paulk-asert/langgraph-patterns-groovy[example repo]). Then 
our code becomes:
 
 [source,groovy]
 ----

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