diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9e97d0d23..ed52658c1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -97,7 +97,7 @@ git push origin feature/your-feature-name
 
 2. Create a Pull Request:
    - Go to the [**cognee** repository](https://github.com/topoteretes/cognee)
-   - Click "Compare & Pull Request"
+   - Click "Compare & Pull Request" and open a PR against dev branch
    - Fill in the PR template with details about your changes
 
 ## 5. 📜 Developer Certificate of Origin (DCO)
diff --git a/assets/cognee_benefits.png b/assets/cognee_benefits.png
index d435bed05..db1e1cc42 100644
Binary files a/assets/cognee_benefits.png and b/assets/cognee_benefits.png differ
diff --git a/cognee/infrastructure/llm/anthropic/adapter.py b/cognee/infrastructure/llm/anthropic/adapter.py
index 773a2fc28..1122df098 100644
--- a/cognee/infrastructure/llm/anthropic/adapter.py
+++ b/cognee/infrastructure/llm/anthropic/adapter.py
@@ -18,7 +18,7 @@ class AnthropicAdapter(LLMInterface):
         import anthropic
 
         self.aclient = instructor.patch(
-            create=anthropic.Anthropic().messages.create, mode=instructor.Mode.ANTHROPIC_TOOLS
+            create=anthropic.AsyncAnthropic().messages.create, mode=instructor.Mode.ANTHROPIC_TOOLS
         )
 
         self.model = model