diff --git a/src/cai/tools/reconnaissance/c99.py b/src/cai/tools/reconnaissance/c99.py
index 724dd278..65da70f3 100644
--- a/src/cai/tools/reconnaissance/c99.py
+++ b/src/cai/tools/reconnaissance/c99.py
@@ -18,6 +18,7 @@ Environment:
 """
 
 import json
+import logging
 import os
 from typing import Any, Dict, List, Optional, Union, Literal
 
@@ -26,6 +27,8 @@ from dotenv import load_dotenv
 
 from cai.sdk.agents import function_tool
 
+logger = logging.getLogger(__name__)
+
 JSONType = Union[Dict[str, Any], List[Any], str, int, float, bool, None]
 
 
@@ -61,16 +64,25 @@ def _call_c99_api(endpoint: str, params: Dict[str, Any]) -> Optional[JSONType]:
 
     try:
         response = requests.get(base_url, params=query_params, timeout=60)
-    except Exception:  # pylint: disable=broad-except
+        response.raise_for_status()
+    except requests.exceptions.Timeout:
+        logger.warning("C99 API request timed out for endpoint: %s", endpoint)
         return None
-
-    if response.status_code != 200:
+    except requests.exceptions.ConnectionError:
+        logger.warning("C99 API connection error for endpoint: %s", endpoint)
+        return None
+    except requests.exceptions.HTTPError as e:
+        logger.warning("C99 API HTTP error for endpoint %s: %s", endpoint, e)
+        return None
+    except requests.exceptions.RequestException as e:
+        logger.warning("C99 API request failed for endpoint %s: %s", endpoint, e)
         return None
 
     try:
         return response.json()
-    except Exception:  # pylint: disable=broad-except
+    except ValueError:
         # If JSON parsing fails, fall back to raw text.
+        logger.debug("C99 API response is not valid JSON for endpoint: %s, falling back to raw text", endpoint)
         return response.text
 
 
diff --git a/src/cai/tools/reconnaissance/shodan.py b/src/cai/tools/reconnaissance/shodan.py
index c67dbcfe..74a9e1af 100644
--- a/src/cai/tools/reconnaissance/shodan.py
+++ b/src/cai/tools/reconnaissance/shodan.py
@@ -5,12 +5,15 @@ This module provides functions to search Shodan for information about hosts,
 services, and vulnerabilities using the Shodan API.
 """
 
+import logging
 import os
 import requests
 from typing import Dict, List, Optional, Any
 from dotenv import load_dotenv
 from cai.sdk.agents import function_tool
 
+logger = logging.getLogger(__name__)
+
 
 @function_tool
 def shodan_search(query: str, limit: int = 10) -> str:
@@ -112,10 +115,8 @@ def _perform_shodan_search(query: str, limit: int = 10) -> List[Dict[str, Any]]:
     }
 
     try:
-        response = requests.get(base_url, params=params)
-
-        if response.status_code != 200:
-            return []
+        response = requests.get(base_url, params=params, timeout=30)
+        response.raise_for_status()
 
         data = response.json()
 
@@ -124,7 +125,20 @@ def _perform_shodan_search(query: str, limit: int = 10) -> List[Dict[str, Any]]:
 
         return data["matches"][:limit]
 
-    except Exception:
+    except requests.exceptions.Timeout:
+        logger.warning("Shodan API request timed out for query: %s", query)
+        return []
+    except requests.exceptions.ConnectionError:
+        logger.warning("Shodan API connection error for query: %s", query)
+        return []
+    except requests.exceptions.HTTPError as e:
+        logger.warning("Shodan API HTTP error: %s", e)
+        return []
+    except (ValueError, KeyError) as e:
+        logger.warning("Shodan API response parsing error: %s", e)
+        return []
+    except requests.exceptions.RequestException as e:
+        logger.warning("Shodan API request failed: %s", e)
         return []
 
 
@@ -149,14 +163,25 @@ def _get_shodan_host_info(ip: str) -> Optional[Dict[str, Any]]:
     params = {"key": api_key}
 
     try:
-        response = requests.get(base_url, params=params)
-
-        if response.status_code != 200:
-            return None
+        response = requests.get(base_url, params=params, timeout=30)
+        response.raise_for_status()
 
         return response.json()
 
-    except Exception:
+    except requests.exceptions.Timeout:
+        logger.warning("Shodan API request timed out for IP: %s", ip)
+        return None
+    except requests.exceptions.ConnectionError:
+        logger.warning("Shodan API connection error for IP: %s", ip)
+        return None
+    except requests.exceptions.HTTPError as e:
+        logger.warning("Shodan API HTTP error for IP %s: %s", ip, e)
+        return None
+    except ValueError as e:
+        logger.warning("Shodan API response parsing error for IP %s: %s", ip, e)
+        return None
+    except requests.exceptions.RequestException as e:
+        logger.warning("Shodan API request failed for IP %s: %s", ip, e)
         return None