diff --git a/.github/workflows/developer-tests.yml b/.github/workflows/developer-tests.yml
index 73cefcc8..f977b4bd 100644
--- a/.github/workflows/developer-tests.yml
+++ b/.github/workflows/developer-tests.yml
@@ -113,9 +113,8 @@ jobs:
           output: both
           thresholds: '60 80'
       
-      - name: Add Coverage PR Comment
-        uses: marocchino/sticky-pull-request-comment@v2
-        if: github.event_name == 'pull_request' && hashFiles('code-coverage-results.md') != ''
-        with:
-          recreate: true
-          path: code-coverage-results.md
+      # Note: PR comments disabled for fork PRs due to permission restrictions
+      # Coverage results are available in:
+      # 1. Workflow artifacts (test-reports)
+      # 2. Job summary (automatically generated by CodeCoverageSummary)
+      # 3. GitHub checks tab
diff --git a/lib/idp_common_pkg/idp_common/extraction/agentic_idp.py b/lib/idp_common_pkg/idp_common/extraction/agentic_idp.py
index 71e6e098..dd7d3f7b 100644
--- a/lib/idp_common_pkg/idp_common/extraction/agentic_idp.py
+++ b/lib/idp_common_pkg/idp_common/extraction/agentic_idp.py
@@ -566,7 +566,7 @@ async def structured_output_async(
             "existing_data": existing_data.model_dump() if existing_data else None,
         },
         conversation_manager=SummarizingConversationManager(
-            summary_ratio=0.8,
+            summary_ratio=0.8, preserve_recent_messages=3
         ),
     )