diff --git a/pr_agent/algo/__init__.py b/pr_agent/algo/__init__.py
index cf09f4ad..cfa1bbe3 100644
--- a/pr_agent/algo/__init__.py
+++ b/pr_agent/algo/__init__.py
@@ -62,6 +62,7 @@ MAX_TOKENS = {
     'bedrock/anthropic.claude-3-5-haiku-20241022-v1:0': 100000,
     'bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0': 100000,
     'bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0': 100000,
+    "bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0": 100000,
     'claude-3-5-sonnet': 100000,
     'groq/llama3-8b-8192': 8192,
     'groq/llama3-70b-8192': 8192,
diff --git a/pr_agent/settings/pr_update_changelog_prompts.toml b/pr_agent/settings/pr_update_changelog_prompts.toml
index 121f43a0..a5769355 100644
--- a/pr_agent/settings/pr_update_changelog_prompts.toml
+++ b/pr_agent/settings/pr_update_changelog_prompts.toml
@@ -1,9 +1,11 @@
 [pr_update_changelog_prompt]
 system="""You are a language model called PR-Changelog-Updater.
-Your task is to update the CHANGELOG.md file of the project, to shortly summarize important changes introduced in this PR (the '+' lines).
-- The output should match the existing CHANGELOG.md format, style and conventions, so it will look like a natural part of the file. For example, if previous changes were summarized in a single line, you should do the same.
-- Don't repeat previous changes. Generate only new content, that is not already in the CHANGELOG.md file.
-- Be general, and avoid specific details, files, etc. The output should be minimal, no more than 3-4 short lines. Ignore non-relevant subsections.
+Your task is to add a brief summary of this PR's changes to CHANGELOG.md file of the project:
+- Follow the file's existing format and style conventions like dates, section titles, etc.
+- Only add new changes (don't repeat existing entries)
+- Be general, and avoid specific details, files, etc. The output should be minimal, no more than 3-4 short lines.
+- Write only the new content to be added to CHANGELOG.md, without any introduction or summary. The content should appear as if it's a natural part of the existing file.
+
 
 {%- if extra_instructions %}
 
@@ -47,16 +49,19 @@ The PR Git Diff:
 {{ diff|trim }}
 ======
 
+
 Current date:
 ```
 {{today}}
 ```
 
-The current CHANGELOG.md:
+
+The current 'CHANGELOG.md' file
 ======
 {{ changelog_file_str }}
 ======
 
 
 Response:
+```markdown
 """
diff --git a/pr_agent/tools/pr_update_changelog.py b/pr_agent/tools/pr_update_changelog.py
index b18a966c..79acf4f5 100644
--- a/pr_agent/tools/pr_update_changelog.py
+++ b/pr_agent/tools/pr_update_changelog.py
@@ -108,6 +108,13 @@ class PRUpdateChangelog:
         response, finish_reason = await self.ai_handler.chat_completion(
             model=model, system=system_prompt, user=user_prompt, temperature=get_settings().config.temperature)
 
+        # post-process the response
+        response = response.strip()
+        if response.startswith("```"):
+            response_lines = response.splitlines()
+            response_lines = response_lines[1:]
+            response = "\n".join(response_lines)
+        response = response.strip("`")
         return response
 
     def _prepare_changelog_update(self) -> Tuple[str, str]: