diff --git a/lib/crewai/pyproject.toml b/lib/crewai/pyproject.toml
index f0fc0ba176..42f172c652 100644
--- a/lib/crewai/pyproject.toml
+++ b/lib/crewai/pyproject.toml
@@ -8,8 +8,8 @@ authors = [
 ]
 requires-python = ">=3.10, <3.14"
 dependencies = [
-    "crewai-core==1.15.3",
-    "crewai-cli==1.15.3",
+    "crewai-core==1.15.10",
+    "crewai-cli==1.15.10",
     # Core Dependencies
     "pydantic>=2.11.9,<2.13",
     "openai>=2.30.0,<3",
@@ -38,7 +38,7 @@ dependencies = [
     "tomli~=2.0.2",
     "json5~=0.10.0",
     "portalocker~=2.7.0",
-    "pydantic-settings>=2.10.1,<3",
+    "pydantic-settings>=2.14.2,<3",
     "httpx~=0.28.1",
     "mcp>=1.28.1,<2",
     "aiosqlite~=0.21.0",
@@ -55,7 +55,7 @@ Repository = "https://github.com/crewAIInc/crewAI"
 
 [project.optional-dependencies]
 tools = [
-    "crewai-tools==1.15.3",
+    "crewai-tools==1.15.10",
 ]
 embeddings = [
     "tiktoken>=0.8.0,<0.13"
@@ -78,8 +78,8 @@ qdrant = [
     "qdrant-client[fastembed]~=1.14.3",
 ]
 aws = [
-    "boto3~=1.42.90",
-    "aiobotocore~=3.5.0",
+    "boto3~=1.43.46",
+    "aiobotocore~=3.8.0",
 ]
 watson = [
     "ibm-watsonx-ai~=1.3.39",
@@ -91,8 +91,8 @@ litellm = [
     "litellm>=1.84.0,<2",
 ]
 bedrock = [
-    "boto3~=1.42.90",
-    "aiobotocore~=3.5.0",
+    "boto3~=1.43.46",
+    "aiobotocore~=3.8.0",
 ]
 google-genai = [
     "google-genai~=1.65.0",
diff --git a/lib/crewai/src/crewai/tools/tool_usage.py b/lib/crewai/src/crewai/tools/tool_usage.py
index 764f82bd92..b0d983ff04 100644
--- a/lib/crewai/src/crewai/tools/tool_usage.py
+++ b/lib/crewai/src/crewai/tools/tool_usage.py
@@ -23,6 +23,13 @@ from crewai.events.types.tool_usage_events import (
 )
 from crewai.telemetry.telemetry import Telemetry
 from crewai.tools.structured_tool import CrewStructuredTool
+from crewai.tools.tool_failure import (
+    ToolFailure,
+    ToolFailureReason,
+    detect_tool_failure,
+    failure_from_exception,
+    reportable_failure,
+)
 from crewai.tools.tool_calling import InstructorToolCalling, ToolCalling
 from crewai.utilities.agent_utils import (
     get_tool_names,
@@ -36,6 +43,7 @@ from crewai.utilities.string_utils import sanitize_tool_name
 if TYPE_CHECKING:
     from crewai.agents.agent_builder.base_agent import BaseAgent
     from crewai.agents.tools_handler import ToolsHandler
+    from crewai.crew import Crew
     from crewai.lite_agent import LiteAgent
     from crewai.llm import LLM
     from crewai.task import Task
@@ -95,6 +103,7 @@ class ToolUsage:
         agent: BaseAgent | LiteAgent | None = None,
         action: Any = None,
         fingerprint_context: dict[str, str] | None = None,
+        crew: Crew | None = None,
     ) -> None:
         self._telemetry: Telemetry = Telemetry()
         self._run_attempts: int = 1
@@ -109,7 +118,14 @@ class ToolUsage:
         self.action = action
         self.function_calling_llm = function_calling_llm
         self.fingerprint_context = fingerprint_context or {}
+        self.crew = crew
         self.last_raw_result: Any = _RAW_RESULT_UNSET
+        self.last_failure: ToolFailure | None = None
+        """Failure reported by the most recent call, if any.
+
+        Covers both tool-returned failures and framework-generated ones (a
+        stringified exception, a spent usage limit).
+        """
 
         if (
             self.function_calling_llm