chore: add coding tool environment detection via telemetry events

lib/crewai/src/crewai/agent/core.py

@@ -75,6 +75,7 @@ from crewai.utilities.agent_utils import (
 )
 from crewai.utilities.constants import TRAINED_AGENTS_DATA_FILE, TRAINING_DATA_FILE
 from crewai.utilities.converter import Converter, ConverterError
+from crewai.utilities.env import get_env_context
 from crewai.utilities.guardrail import process_guardrail
 from crewai.utilities.guardrail_types import GuardrailType
 from crewai.utilities.llm_utils import create_llm
@@ -364,6 +365,7 @@ class Agent(BaseAgent):
             ValueError: If the max execution time is not a positive integer.
             RuntimeError: If the agent execution fails for other reasons.
         """
+        get_env_context()
         # Only call handle_reasoning for legacy CrewAgentExecutor
         # For AgentExecutor, planning is handled in AgentExecutor.generate_plan()
         if self.executor_class is not AgentExecutor:

lib/crewai/src/crewai/crew.py

@@ -98,6 +98,7 @@ from crewai.types.streaming import CrewStreamingOutput
 from crewai.types.usage_metrics import UsageMetrics
 from crewai.utilities.constants import NOT_SPECIFIED, TRAINING_DATA_FILE
 from crewai.utilities.crew.models import CrewContext
+from crewai.utilities.env import get_env_context
 from crewai.utilities.evaluators.crew_evaluator_handler import CrewEvaluator
 from crewai.utilities.evaluators.task_evaluator import TaskEvaluator
 from crewai.utilities.file_handler import FileHandler
@@ -679,6 +680,7 @@ class Crew(FlowTrackable, BaseModel):
         Returns:
             CrewOutput or CrewStreamingOutput if streaming is enabled.
         """
+        get_env_context()
         if self.stream:
             enable_agent_streaming(self.agents)
             ctx = StreamingContext()

lib/crewai/src/crewai/events/event_listener.py

@@ -34,6 +34,12 @@ from crewai.events.types.crew_events import (
     CrewTrainFailedEvent,
     CrewTrainStartedEvent,
 )
+from crewai.events.types.env_events import (
+    CCEnvEvent,
+    CodexEnvEvent,
+    CursorEnvEvent,
+    DefaultEnvEvent,
+)
 from crewai.events.types.flow_events import (
     FlowCreatedEvent,
     FlowFinishedEvent,
@@ -143,6 +149,23 @@ class EventListener(BaseEventListener):
     # ----------- CREW EVENTS -----------
 
     def setup_listeners(self, crewai_event_bus: CrewAIEventsBus) -> None:
+
+        @crewai_event_bus.on(CCEnvEvent)
+        def on_cc_env(_: Any, event: CCEnvEvent) -> None:
+            self._telemetry.env_context_span(event.type)
+
+        @crewai_event_bus.on(CodexEnvEvent)
+        def on_codex_env(_: Any, event: CodexEnvEvent) -> None:
+            self._telemetry.env_context_span(event.type)
+
+        @crewai_event_bus.on(CursorEnvEvent)
+        def on_cursor_env(_: Any, event: CursorEnvEvent) -> None:
+            self._telemetry.env_context_span(event.type)
+
+        @crewai_event_bus.on(DefaultEnvEvent)
+        def on_default_env(_: Any, event: DefaultEnvEvent) -> None:
+            self._telemetry.env_context_span(event.type)
+
         @crewai_event_bus.on(CrewKickoffStartedEvent)
         def on_crew_started(source: Any, event: CrewKickoffStartedEvent) -> None:
             self.formatter.handle_crew_started(event.crew_name or "Crew", source.id)

lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py

@@ -58,6 +58,12 @@ from crewai.events.types.crew_events import (
     CrewKickoffFailedEvent,
     CrewKickoffStartedEvent,
 )
+from crewai.events.types.env_events import (
+    CCEnvEvent,
+    CodexEnvEvent,
+    CursorEnvEvent,
+    DefaultEnvEvent,
+)
 from crewai.events.types.flow_events import (
     FlowCreatedEvent,
     FlowFinishedEvent,
@@ -192,6 +198,7 @@ class TraceCollectionListener(BaseEventListener):
         if self._listeners_setup:
             return
 
+        self._register_env_event_handlers(crewai_event_bus)
         self._register_flow_event_handlers(crewai_event_bus)
         self._register_context_event_handlers(crewai_event_bus)
         self._register_action_event_handlers(crewai_event_bus)
@@ -200,6 +207,25 @@ class TraceCollectionListener(BaseEventListener):
 
         self._listeners_setup = True
 
+    def _register_env_event_handlers(self, event_bus: CrewAIEventsBus) -> None:
+        """Register handlers for environment context events."""
+
+        @event_bus.on(CCEnvEvent)
+        def on_cc_env(source: Any, event: CCEnvEvent) -> None:
+            self._handle_action_event("cc_env", source, event)
+
+        @event_bus.on(CodexEnvEvent)
+        def on_codex_env(source: Any, event: CodexEnvEvent) -> None:
+            self._handle_action_event("codex_env", source, event)
+
+        @event_bus.on(CursorEnvEvent)
+        def on_cursor_env(source: Any, event: CursorEnvEvent) -> None:
+            self._handle_action_event("cursor_env", source, event)
+
+        @event_bus.on(DefaultEnvEvent)
+        def on_default_env(source: Any, event: DefaultEnvEvent) -> None:
+            self._handle_action_event("default_env", source, event)
+
     def _register_flow_event_handlers(self, event_bus: CrewAIEventsBus) -> None:
         """Register handlers for flow events."""
 

lib/crewai/src/crewai/events/types/env_events.py

@@ -0,0 +1,36 @@
+from typing import Annotated, Literal
+
+from pydantic import Field, TypeAdapter
+
+from crewai.events.base_events import BaseEvent
+
+
+class CCEnvEvent(BaseEvent):
+    type: Literal["cc_env"] = "cc_env"
+
+
+class CodexEnvEvent(BaseEvent):
+    type: Literal["codex_env"] = "codex_env"
+
+
+class CursorEnvEvent(BaseEvent):
+    type: Literal["cursor_env"] = "cursor_env"
+
+
+class DefaultEnvEvent(BaseEvent):
+    type: Literal["default_env"] = "default_env"
+
+
+EnvContextEvent = Annotated[
+    CCEnvEvent | CodexEnvEvent | CursorEnvEvent | DefaultEnvEvent,
+    Field(discriminator="type"),
+]
+
+env_context_event_adapter: TypeAdapter[EnvContextEvent] = TypeAdapter(EnvContextEvent)
+
+ENV_CONTEXT_EVENT_TYPES: tuple[type[BaseEvent], ...] = (
+    CCEnvEvent,
+    CodexEnvEvent,
+    CursorEnvEvent,
+    DefaultEnvEvent,
+)

lib/crewai/src/crewai/flow/flow.py

@@ -110,6 +110,7 @@ if TYPE_CHECKING:
 
 from crewai.flow.visualization import build_flow_structure, render_interactive
 from crewai.types.streaming import CrewStreamingOutput, FlowStreamingOutput
+from crewai.utilities.env import get_env_context
 from crewai.utilities.streaming import (
     TaskInfo,
     create_async_chunk_generator,
@@ -1770,6 +1771,7 @@ class Flow(Generic[T], metaclass=FlowMeta):
         Returns:
             The final output from the flow or FlowStreamingOutput if streaming.
         """
+        get_env_context()
         if self.stream:
             result_holder: list[Any] = []
             current_task_info: TaskInfo = {

lib/crewai/src/crewai/telemetry/telemetry.py

@@ -986,6 +986,22 @@ class Telemetry:
 
         self._safe_telemetry_operation(_operation)
 
+    def env_context_span(self, tool: str) -> None:
+        """Records the coding tool environment context."""
+
+        def _operation() -> None:
+            tracer = trace.get_tracer("crewai.telemetry")
+            span = tracer.start_span("Environment Context")
+            self._add_attribute(
+                span,
+                "crewai_version",
+                version("crewai"),
+            )
+            self._add_attribute(span, "tool", tool)
+            close_span(span)
+
+        self._safe_telemetry_operation(_operation)
+
     def human_feedback_span(
         self,
         event_type: str,

lib/crewai/src/crewai/utilities/constants.py

@@ -8,6 +8,21 @@ TRAINED_AGENTS_DATA_FILE: Final[str] = "trained_agents_data.pkl"
 KNOWLEDGE_DIRECTORY: Final[str] = "knowledge"
 MAX_FILE_NAME_LENGTH: Final[int] = 255
 EMITTER_COLOR: Final[PrinterColor] = "bold_blue"
+CC_ENV_VAR: Final[str] = "CLAUDECODE"
+CODEX_ENV_VARS: Final[tuple[str, ...]] = (
+    "CODEX_CI",
+    "CODEX_MANAGED_BY_NPM",
+    "CODEX_SANDBOX",
+    "CODEX_SANDBOX_NETWORK_DISABLED",
+    "CODEX_THREAD_ID",
+)
+CURSOR_ENV_VARS: Final[tuple[str, ...]] = (
+    "CURSOR_AGENT",
+    "CURSOR_EXTENSION_HOST_ROLE",
+    "CURSOR_SANDBOX",
+    "CURSOR_TRACE_ID",
+    "CURSOR_WORKSPACE_LABEL",
+)
 
 
 class _NotSpecified:

lib/crewai/src/crewai/utilities/env.py

@@ -0,0 +1,39 @@
+import contextvars
+import os
+
+from crewai.events.event_bus import crewai_event_bus
+from crewai.events.types.env_events import (
+    CCEnvEvent,
+    CodexEnvEvent,
+    CursorEnvEvent,
+    DefaultEnvEvent,
+)
+from crewai.utilities.constants import CC_ENV_VAR, CODEX_ENV_VARS, CURSOR_ENV_VARS
+
+
+_env_context_emitted: contextvars.ContextVar[bool] = contextvars.ContextVar(
+    "_env_context_emitted", default=False
+)
+
+
+def _is_codex_env() -> bool:
+    return any(os.environ.get(var) for var in CODEX_ENV_VARS)
+
+
+def _is_cursor_env() -> bool:
+    return any(os.environ.get(var) for var in CURSOR_ENV_VARS)
+
+
+def get_env_context() -> None:
+    if _env_context_emitted.get():
+        return
+    _env_context_emitted.set(True)
+
+    if os.environ.get(CC_ENV_VAR):
+        crewai_event_bus.emit(None, CCEnvEvent())
+    elif _is_codex_env():
+        crewai_event_bus.emit(None, CodexEnvEvent())
+    elif _is_cursor_env():
+        crewai_event_bus.emit(None, CursorEnvEvent())
+    else:
+        crewai_event_bus.emit(None, DefaultEnvEvent())