diff --git a/src/crewai/events/utils/console_formatter.py b/src/crewai/events/utils/console_formatter.py
index 6278e92a2..fa1f26de3 100644
--- a/src/crewai/events/utils/console_formatter.py
+++ b/src/crewai/events/utils/console_formatter.py
@@ -1,25 +1,25 @@
-from typing import Any, Dict, Optional
+from typing import Any
 
 from rich.console import Console
+from rich.live import Live
 from rich.panel import Panel
+from rich.syntax import Syntax
 from rich.text import Text
 from rich.tree import Tree
-from rich.live import Live
-from rich.syntax import Syntax
 
 
 class ConsoleFormatter:
-    current_crew_tree: Optional[Tree] = None
-    current_task_branch: Optional[Tree] = None
-    current_agent_branch: Optional[Tree] = None
-    current_tool_branch: Optional[Tree] = None
-    current_flow_tree: Optional[Tree] = None
-    current_method_branch: Optional[Tree] = None
-    current_lite_agent_branch: Optional[Tree] = None
-    tool_usage_counts: Dict[str, int] = {}
-    current_reasoning_branch: Optional[Tree] = None  # Track reasoning status
+    current_crew_tree: Tree | None = None
+    current_task_branch: Tree | None = None
+    current_agent_branch: Tree | None = None
+    current_tool_branch: Tree | None = None
+    current_flow_tree: Tree | None = None
+    current_method_branch: Tree | None = None
+    current_lite_agent_branch: Tree | None = None
+    tool_usage_counts: dict[str, int] = {}
+    current_reasoning_branch: Tree | None = None  # Track reasoning status
     _live_paused: bool = False
-    current_llm_tool_tree: Optional[Tree] = None
+    current_llm_tool_tree: Tree | None = None
 
     def __init__(self, verbose: bool = False):
         self.console = Console(width=None)
@@ -29,7 +29,7 @@ class ConsoleFormatter:
         # instance so the previous render is replaced instead of writing a new one.
         # Once any non-Tree renderable is printed we stop the Live session so the
         # final Tree persists on the terminal.
-        self._live: Optional[Live] = None
+        self._live: Live | None = None
 
     def create_panel(self, content: Text, title: str, style: str = "blue") -> Panel:
         """Create a standardized panel with consistent styling."""
@@ -45,7 +45,7 @@ class ConsoleFormatter:
         title: str,
         name: str,
         status_style: str = "blue",
-        tool_args: Dict[str, Any] | str = "",
+        tool_args: dict[str, Any] | str = "",
         **fields,
     ) -> Text:
         """Create standardized status content with consistent formatting."""
@@ -70,7 +70,7 @@ class ConsoleFormatter:
         prefix: str,
         name: str,
         style: str = "blue",
-        status: Optional[str] = None,
+        status: str | None = None,
     ) -> None:
         """Update tree label with consistent formatting."""
         label = Text()
@@ -156,7 +156,7 @@ class ConsoleFormatter:
 
     def update_crew_tree(
         self,
-        tree: Optional[Tree],
+        tree: Tree | None,
         crew_name: str,
         source_id: str,
         status: str = "completed",
@@ -196,7 +196,7 @@ class ConsoleFormatter:
 
         self.print_panel(content, title, style)
 
-    def create_crew_tree(self, crew_name: str, source_id: str) -> Optional[Tree]:
+    def create_crew_tree(self, crew_name: str, source_id: str) -> Tree | None:
         """Create and initialize a new crew tree with initial status."""
         if not self.verbose:
             return None
@@ -220,8 +220,8 @@ class ConsoleFormatter:
         return tree
 
     def create_task_branch(
-        self, crew_tree: Optional[Tree], task_id: str, task_name: Optional[str] = None
-    ) -> Optional[Tree]:
+        self, crew_tree: Tree | None, task_id: str, task_name: str | None = None
+    ) -> Tree | None:
         """Create and initialize a task branch."""
         if not self.verbose:
             return None
@@ -255,11 +255,11 @@ class ConsoleFormatter:
 
     def update_task_status(
         self,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
         task_id: str,
         agent_role: str,
         status: str = "completed",
-        task_name: Optional[str] = None,
+        task_name: str | None = None,
     ) -> None:
         """Update task status in the tree."""
         if not self.verbose or crew_tree is None:
@@ -306,8 +306,8 @@ class ConsoleFormatter:
         self.print_panel(content, panel_title, style)
 
     def create_agent_branch(
-        self, task_branch: Optional[Tree], agent_role: str, crew_tree: Optional[Tree]
-    ) -> Optional[Tree]:
+        self, task_branch: Tree | None, agent_role: str, crew_tree: Tree | None
+    ) -> Tree | None:
         """Create and initialize an agent branch."""
         if not self.verbose or not task_branch or not crew_tree:
             return None
@@ -325,9 +325,9 @@ class ConsoleFormatter:
 
     def update_agent_status(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         agent_role: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
         status: str = "completed",
     ) -> None:
         """Update agent status in the tree."""
@@ -336,7 +336,7 @@ class ConsoleFormatter:
         # altering the tree. Keeping it a no-op avoids duplicate status lines.
         return
 
-    def create_flow_tree(self, flow_name: str, flow_id: str) -> Optional[Tree]:
+    def create_flow_tree(self, flow_name: str, flow_id: str) -> Tree | None:
         """Create and initialize a flow tree."""
         content = self.create_status_content(
             "Starting Flow Execution", flow_name, "blue", ID=flow_id
@@ -356,7 +356,7 @@ class ConsoleFormatter:
 
         return flow_tree
 
-    def start_flow(self, flow_name: str, flow_id: str) -> Optional[Tree]:
+    def start_flow(self, flow_name: str, flow_id: str) -> Tree | None:
         """Initialize a flow execution tree."""
         flow_tree = Tree("")
         flow_label = Text()
@@ -376,7 +376,7 @@ class ConsoleFormatter:
 
     def update_flow_status(
         self,
-        flow_tree: Optional[Tree],
+        flow_tree: Tree | None,
         flow_name: str,
         flow_id: str,
         status: str = "completed",
@@ -423,11 +423,11 @@ class ConsoleFormatter:
 
     def update_method_status(
         self,
-        method_branch: Optional[Tree],
-        flow_tree: Optional[Tree],
+        method_branch: Tree | None,
+        flow_tree: Tree | None,
         method_name: str,
         status: str = "running",
-    ) -> Optional[Tree]:
+    ) -> Tree | None:
         """Update method status in the flow tree."""
         if not flow_tree:
             return None
@@ -480,7 +480,7 @@ class ConsoleFormatter:
     def handle_llm_tool_usage_started(
         self,
         tool_name: str,
-        tool_args: Dict[str, Any] | str,
+        tool_args: dict[str, Any] | str,
     ):
         # Create status content for the tool usage
         content = self.create_status_content(
@@ -520,11 +520,11 @@ class ConsoleFormatter:
 
     def handle_tool_usage_started(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         tool_name: str,
-        crew_tree: Optional[Tree],
-        tool_args: Dict[str, Any] | str = "",
-    ) -> Optional[Tree]:
+        crew_tree: Tree | None,
+        tool_args: dict[str, Any] | str = "",
+    ) -> Tree | None:
         """Handle tool usage started event."""
         if not self.verbose:
             return None
@@ -569,9 +569,9 @@ class ConsoleFormatter:
 
     def handle_tool_usage_finished(
         self,
-        tool_branch: Optional[Tree],
+        tool_branch: Tree | None,
         tool_name: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle tool usage finished event."""
         if not self.verbose or tool_branch is None:
@@ -600,10 +600,10 @@ class ConsoleFormatter:
 
     def handle_tool_usage_error(
         self,
-        tool_branch: Optional[Tree],
+        tool_branch: Tree | None,
         tool_name: str,
         error: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle tool usage error event."""
         if not self.verbose:
@@ -631,9 +631,9 @@ class ConsoleFormatter:
 
     def handle_llm_call_started(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
-    ) -> Optional[Tree]:
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
+    ) -> Tree | None:
         """Handle LLM call started event."""
         if not self.verbose:
             return None
@@ -672,9 +672,9 @@ class ConsoleFormatter:
 
     def handle_llm_call_completed(
         self,
-        tool_branch: Optional[Tree],
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        tool_branch: Tree | None,
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
     ) -> None:
         """Handle LLM call completed event."""
         if not self.verbose:
@@ -736,7 +736,7 @@ class ConsoleFormatter:
                 self.print()
 
     def handle_llm_call_failed(
-        self, tool_branch: Optional[Tree], error: str, crew_tree: Optional[Tree]
+        self, tool_branch: Tree | None, error: str, crew_tree: Tree | None
     ) -> None:
         """Handle LLM call failed event."""
         if not self.verbose:
@@ -789,7 +789,7 @@ class ConsoleFormatter:
 
     def handle_crew_test_started(
         self, crew_name: str, source_id: str, n_iterations: int
-    ) -> Optional[Tree]:
+    ) -> Tree | None:
         """Handle crew test started event."""
         if not self.verbose:
             return None
@@ -823,7 +823,7 @@ class ConsoleFormatter:
         return test_tree
 
     def handle_crew_test_completed(
-        self, flow_tree: Optional[Tree], crew_name: str
+        self, flow_tree: Tree | None, crew_name: str
     ) -> None:
         """Handle crew test completed event."""
         if not self.verbose:
@@ -913,7 +913,7 @@ class ConsoleFormatter:
         self.print_panel(failure_content, "Test Failure", "red")
         self.print()
 
-    def create_lite_agent_branch(self, lite_agent_role: str) -> Optional[Tree]:
+    def create_lite_agent_branch(self, lite_agent_role: str) -> Tree | None:
         """Create and initialize a lite agent branch."""
         if not self.verbose:
             return None
@@ -935,10 +935,10 @@ class ConsoleFormatter:
 
     def update_lite_agent_status(
         self,
-        lite_agent_branch: Optional[Tree],
+        lite_agent_branch: Tree | None,
         lite_agent_role: str,
         status: str = "completed",
-        **fields: Dict[str, Any],
+        **fields: dict[str, Any],
     ) -> None:
         """Update lite agent status in the tree."""
         if not self.verbose or lite_agent_branch is None:
@@ -981,7 +981,7 @@ class ConsoleFormatter:
         lite_agent_role: str,
         status: str = "started",
         error: Any = None,
-        **fields: Dict[str, Any],
+        **fields: dict[str, Any],
     ) -> None:
         """Handle lite agent execution events with consistent formatting."""
         if not self.verbose:
@@ -1006,9 +1006,9 @@ class ConsoleFormatter:
 
     def handle_knowledge_retrieval_started(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
-    ) -> Optional[Tree]:
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
+    ) -> Tree | None:
         """Handle knowledge retrieval started event."""
         if not self.verbose:
             return None
@@ -1034,13 +1034,13 @@ class ConsoleFormatter:
 
     def handle_knowledge_retrieval_completed(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
         retrieved_knowledge: Any,
     ) -> None:
         """Handle knowledge retrieval completed event."""
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
@@ -1062,7 +1062,7 @@ class ConsoleFormatter:
                 )
                 self.print(knowledge_panel)
                 self.print()
-            return None
+            return
 
         knowledge_branch_found = False
         for child in branch_to_use.children:
@@ -1111,18 +1111,18 @@ class ConsoleFormatter:
 
     def handle_knowledge_query_started(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         task_prompt: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle knowledge query generated event."""
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
         if branch_to_use is None or tree_to_use is None:
-            return None
+            return
 
         query_branch = branch_to_use.add("")
         self.update_tree_label(
@@ -1134,9 +1134,9 @@ class ConsoleFormatter:
 
     def handle_knowledge_query_failed(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         error: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle knowledge query failed event."""
         if not self.verbose:
@@ -1159,18 +1159,18 @@ class ConsoleFormatter:
 
     def handle_knowledge_query_completed(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
     ) -> None:
         """Handle knowledge query completed event."""
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
 
         if branch_to_use is None or tree_to_use is None:
-            return None
+            return
 
         query_branch = branch_to_use.add("")
         self.update_tree_label(query_branch, "✅", "Knowledge Query Completed", "green")
@@ -1180,9 +1180,9 @@ class ConsoleFormatter:
 
     def handle_knowledge_search_query_failed(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         error: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle knowledge search query failed event."""
         if not self.verbose:
@@ -1207,10 +1207,10 @@ class ConsoleFormatter:
 
     def handle_reasoning_started(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         attempt: int,
-        crew_tree: Optional[Tree],
-    ) -> Optional[Tree]:
+        crew_tree: Tree | None,
+    ) -> Tree | None:
         """Handle agent reasoning started (or refinement) event."""
         if not self.verbose:
             return None
@@ -1249,7 +1249,7 @@ class ConsoleFormatter:
         self,
         plan: str,
         ready: bool,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle agent reasoning completed event."""
         if not self.verbose:
@@ -1292,7 +1292,7 @@ class ConsoleFormatter:
     def handle_reasoning_failed(
         self,
         error: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         """Handle agent reasoning failure event."""
         if not self.verbose:
@@ -1329,7 +1329,7 @@ class ConsoleFormatter:
     def handle_agent_logs_started(
         self,
         agent_role: str,
-        task_description: Optional[str] = None,
+        task_description: str | None = None,
         verbose: bool = False,
     ) -> None:
         """Handle agent logs started event."""
@@ -1367,19 +1367,29 @@ class ConsoleFormatter:
         if not verbose:
             return
 
-        from crewai.agents.parser import AgentAction, AgentFinish
         import json
         import re
 
+        from crewai.agents.parser import AgentAction, AgentFinish
+
         agent_role = agent_role.partition("\n")[0]
 
         if isinstance(formatted_answer, AgentAction):
             thought = re.sub(r"\n+", "\n", formatted_answer.thought)
-            formatted_json = json.dumps(
-                formatted_answer.tool_input,
-                indent=2,
-                ensure_ascii=False,
-            )
+
+            try:
+                parsed_input = json.loads(formatted_answer.tool_input)
+                formatted_json = json.dumps(
+                    parsed_input,
+                    indent=2,
+                    ensure_ascii=False,
+                )
+            except (json.JSONDecodeError, TypeError):
+                formatted_json = json.dumps(
+                    formatted_answer.tool_input,
+                    indent=2,
+                    ensure_ascii=False,
+                )
 
             # Create content for the action panel
             content = Text()
@@ -1473,9 +1483,9 @@ class ConsoleFormatter:
 
     def handle_memory_retrieval_started(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
-    ) -> Optional[Tree]:
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
+    ) -> Tree | None:
         if not self.verbose:
             return None
 
@@ -1497,13 +1507,13 @@ class ConsoleFormatter:
 
     def handle_memory_retrieval_completed(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
         memory_content: str,
         retrieval_time_ms: float,
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
@@ -1528,7 +1538,7 @@ class ConsoleFormatter:
 
         if branch_to_use is None or tree_to_use is None:
             add_panel()
-            return None
+            return
 
         memory_branch_found = False
         for child in branch_to_use.children:
@@ -1565,13 +1575,13 @@ class ConsoleFormatter:
 
     def handle_memory_query_completed(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         source_type: str,
         query_time_ms: float,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
@@ -1580,7 +1590,7 @@ class ConsoleFormatter:
             branch_to_use = tree_to_use
 
         if branch_to_use is None:
-            return None
+            return
 
         memory_type = source_type.replace("_", " ").title()
 
@@ -1598,13 +1608,13 @@ class ConsoleFormatter:
 
     def handle_memory_query_failed(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
         error: str,
         source_type: str,
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = self.current_lite_agent_branch or agent_branch
         tree_to_use = branch_to_use or crew_tree
@@ -1613,7 +1623,7 @@ class ConsoleFormatter:
             branch_to_use = tree_to_use
 
         if branch_to_use is None:
-            return None
+            return
 
         memory_type = source_type.replace("_", " ").title()
 
@@ -1630,16 +1640,16 @@ class ConsoleFormatter:
                     break
 
     def handle_memory_save_started(
-        self, agent_branch: Optional[Tree], crew_tree: Optional[Tree]
+        self, agent_branch: Tree | None, crew_tree: Tree | None
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = agent_branch or self.current_lite_agent_branch
         tree_to_use = branch_to_use or crew_tree
 
         if tree_to_use is None:
-            return None
+            return
 
         for child in tree_to_use.children:
             if "Memory Update" in str(child.label):
@@ -1655,19 +1665,19 @@ class ConsoleFormatter:
 
     def handle_memory_save_completed(
         self,
-        agent_branch: Optional[Tree],
-        crew_tree: Optional[Tree],
+        agent_branch: Tree | None,
+        crew_tree: Tree | None,
         save_time_ms: float,
         source_type: str,
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = agent_branch or self.current_lite_agent_branch
         tree_to_use = branch_to_use or crew_tree
 
         if tree_to_use is None:
-            return None
+            return
 
         memory_type = source_type.replace("_", " ").title()
         content = f"✅ {memory_type} Memory Saved ({save_time_ms:.2f}ms)"
@@ -1685,19 +1695,19 @@ class ConsoleFormatter:
 
     def handle_memory_save_failed(
         self,
-        agent_branch: Optional[Tree],
+        agent_branch: Tree | None,
         error: str,
         source_type: str,
-        crew_tree: Optional[Tree],
+        crew_tree: Tree | None,
     ) -> None:
         if not self.verbose:
-            return None
+            return
 
         branch_to_use = agent_branch or self.current_lite_agent_branch
         tree_to_use = branch_to_use or crew_tree
 
         if branch_to_use is None or tree_to_use is None:
-            return None
+            return
 
         memory_type = source_type.replace("_", " ").title()
         content = f"❌ {memory_type} Memory Save Failed"
@@ -1738,7 +1748,7 @@ class ConsoleFormatter:
     def handle_guardrail_completed(
         self,
         success: bool,
-        error: Optional[str],
+        error: str | None,
         retry_count: int,
     ) -> None:
         """Display guardrail evaluation result.
diff --git a/tests/utilities/test_console_formatter_json.py b/tests/utilities/test_console_formatter_json.py
new file mode 100644
index 000000000..f8ad2c8a5
--- /dev/null
+++ b/tests/utilities/test_console_formatter_json.py
@@ -0,0 +1,174 @@
+import json
+from unittest.mock import patch
+
+from crewai.agents.parser import AgentAction, AgentFinish
+from crewai.events.utils.console_formatter import ConsoleFormatter
+
+
+class TestConsoleFormatterJSON:
+    """Test ConsoleFormatter JSON formatting functionality."""
+
+    def test_handle_agent_logs_execution_with_json_tool_input(self):
+        """Test that JSON tool inputs are properly formatted."""
+        formatter = ConsoleFormatter()
+
+        json_input = (
+            '{"task": "Research AI", "context": "Machine Learning", '
+            '"priority": "high"}'
+        )
+        agent_action = AgentAction(
+            thought="I need to research this topic",
+            tool="research_tool",
+            tool_input=json_input,
+            text="Full agent text",
+            result="Research completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_handle_agent_logs_execution_with_malformed_json(self):
+        """Test that malformed JSON falls back to string formatting."""
+        formatter = ConsoleFormatter()
+
+        malformed_json = (
+            '{"task": "Research AI", "context": "Machine Learning"'
+        )
+        agent_action = AgentAction(
+            thought="I need to research this topic",
+            tool="research_tool",
+            tool_input=malformed_json,
+            text="Full agent text",
+            result="Research completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_handle_agent_logs_execution_with_non_json_string(self):
+        """Test that non-JSON strings are handled properly."""
+        formatter = ConsoleFormatter()
+
+        plain_string = "search for weather in San Francisco"
+        agent_action = AgentAction(
+            thought="I need to search for weather",
+            tool="search_tool",
+            tool_input=plain_string,
+            text="Full agent text",
+            result="Weather found"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_handle_agent_logs_execution_with_complex_json(self):
+        """Test with complex nested JSON structures."""
+        formatter = ConsoleFormatter()
+
+        complex_json = json.dumps({
+            "query": {
+                "type": "research",
+                "parameters": {
+                    "topic": "AI in healthcare",
+                    "depth": "comprehensive",
+                    "sources": ["academic", "industry", "news"]
+                }
+            },
+            "filters": ["recent", "peer-reviewed"],
+            "limit": 50
+        })
+
+        agent_action = AgentAction(
+            thought="Complex research query",
+            tool="advanced_search",
+            tool_input=complex_json,
+            text="Full agent text",
+            result="Complex search completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_handle_agent_logs_execution_with_agent_finish(self):
+        """Test that AgentFinish objects are handled correctly."""
+        formatter = ConsoleFormatter()
+
+        agent_finish = AgentFinish(
+            thought="Task completed",
+            output="Final result of the task",
+            text="Full agent text"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_finish, "Test Agent")
+
+            assert mock_print.call_count == 2
+
+    def test_json_parsing_preserves_structure(self):
+        """Test that JSON parsing preserves the original structure."""
+        formatter = ConsoleFormatter()
+
+        original_data = {
+            "nested": {
+                "array": [1, 2, 3],
+                "string": "test",
+                "boolean": True,
+                "null": None
+            }
+        }
+        json_string = json.dumps(original_data)
+
+        agent_action = AgentAction(
+            thought="Testing structure preservation",
+            tool="test_tool",
+            tool_input=json_string,
+            text="Full agent text",
+            result="Test completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_empty_tool_input_handling(self):
+        """Test handling of empty tool input."""
+        formatter = ConsoleFormatter()
+
+        agent_action = AgentAction(
+            thought="Empty input test",
+            tool="test_tool",
+            tool_input="",
+            text="Full agent text",
+            result="Test completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4
+
+    def test_numeric_tool_input_handling(self):
+        """Test handling of numeric tool input."""
+        formatter = ConsoleFormatter()
+
+        agent_action = AgentAction(
+            thought="Numeric input test",
+            tool="test_tool",
+            tool_input="42",
+            text="Full agent text",
+            result="Test completed"
+        )
+
+        with patch.object(formatter, 'print') as mock_print:
+            formatter.handle_agent_logs_execution(agent_action, "Test Agent")
+
+            assert mock_print.call_count == 4