Files
crewAI/lib/crewai/tests/telemetry/test_telemetry.py
Joao Moura 6eef75c479 feat: surface AMP in AGENTS.md and detect coding agents in telemetry
Two related changes aimed at the OSS -> AMP bridge for projects built
with AI coding assistants.

AGENTS.md (copied into every `crewai create` project):
- Add a "when to bring it up" section near the top with explicit trigger
  conditions for traces and deployment, phrased for coding assistants.
- Add a full "Observability & Traces" section. Traces previously appeared
  once in 1018 lines despite being the zero-friction entry point; they now
  appear throughout, including that no account is required and that
  unauthenticated runs get a 24h ephemeral link.
- Note that deploying is free to get online and scales vertically and
  horizontally, so an agent suggests it instead of hand-rolling a
  Dockerfile, server, and scheduler.
- Add traces commands to the Quick Reference and two entries to Best
  Practices.
- Guidance is conditional and truthful: mention once when a trigger
  actually fires, then drop it.

Telemetry:
- Add `detect_coding_agent()`, which identifies the AI coding assistant
  running the process from environment markers (Claude Code, Cursor,
  Codex, Gemini CLI, Aider, Windsurf, Devin, Replit, Copilot, OpenHands,
  Cline, Amp), falling back to editor-terminal hints and then to
  non_interactive/unknown.
- Record it as a `coding_agent` attribute on Crew Created and Flow
  Creation spans, and emit `coding_agent:<name>` once per process as a
  feature usage event so it lands in the existing aggregation with no
  new pipeline work.
- Only the normalized assistant name is ever recorded; environment
  variable values are never read into the result.

This gives us the data to size how much of CrewAI is now authored by
coding agents, and which ones, before investing further in that channel.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UNumDnNbiyw3pv1WakAe6t
2026-08-02 09:08:20 -07:00

232 lines
7.5 KiB
Python

import os
import threading
from unittest.mock import Mock, patch
import pytest
from crewai import Agent, Crew, Task
from crewai.telemetry import Telemetry
from opentelemetry.sdk.trace import TracerProvider
@pytest.fixture(autouse=True)
def cleanup_telemetry():
Telemetry._instance = None
if hasattr(Telemetry, "_lock"):
Telemetry._lock = threading.Lock()
yield
Telemetry._instance = None
if hasattr(Telemetry, "_lock"):
Telemetry._lock = threading.Lock()
@pytest.mark.parametrize(
"env_var,value,expected_ready",
[
("OTEL_SDK_DISABLED", "true", False),
("OTEL_SDK_DISABLED", "TRUE", False),
("CREWAI_DISABLE_TELEMETRY", "true", False),
("CREWAI_DISABLE_TELEMETRY", "TRUE", False),
("OTEL_SDK_DISABLED", "false", True),
("CREWAI_DISABLE_TELEMETRY", "false", True),
],
)
def test_telemetry_environment_variables(env_var, value, expected_ready):
"""Test telemetry state with different environment variable configurations."""
# Clear all telemetry-related env vars first, then set only the one being tested
env_overrides = {
"OTEL_SDK_DISABLED": "false",
"CREWAI_DISABLE_TELEMETRY": "false",
"CREWAI_DISABLE_TRACKING": "false",
env_var: value,
}
with patch.dict(os.environ, env_overrides):
with patch("crewai.telemetry.telemetry.TracerProvider"):
telemetry = Telemetry()
assert telemetry.ready is expected_ready
def test_telemetry_enabled_by_default():
"""Test that telemetry is enabled by default."""
with patch.dict(os.environ, {}, clear=True):
with patch("crewai.telemetry.telemetry.TracerProvider"):
telemetry = Telemetry()
assert telemetry.ready is True
def test_set_tracer_skips_when_provider_already_configured():
"""A second telemetry instance must not re-install the global provider."""
with (
patch.dict(os.environ, {}, clear=True),
patch(
"crewai.telemetry.telemetry.trace.get_tracer_provider",
return_value=TracerProvider(),
),
patch("crewai.telemetry.telemetry.trace.set_tracer_provider") as mock_set,
):
telemetry = Telemetry()
telemetry.set_tracer()
mock_set.assert_not_called()
assert telemetry.trace_set is True
def test_flow_execution_span_records_crewai_version():
tracer = Mock()
span = Mock()
tracer.start_span.return_value = span
with (
patch.dict(
os.environ,
{
"CREWAI_DISABLE_TELEMETRY": "false",
"CREWAI_DISABLE_TRACKING": "false",
"OTEL_SDK_DISABLED": "false",
},
),
patch("crewai.telemetry.telemetry.TracerProvider"),
patch("crewai.telemetry.telemetry.trace.get_tracer", return_value=tracer),
patch("crewai.telemetry.telemetry.version", return_value="9.9.9"),
):
telemetry = Telemetry()
telemetry.flow_execution_span("ResearchFlow", ["start", "finish"])
tracer.start_span.assert_called_once_with("Flow Execution")
span.set_attribute.assert_any_call("crewai_version", "9.9.9")
span.set_attribute.assert_any_call("flow_name", "ResearchFlow")
def test_flow_creation_span_records_crewai_version():
tracer = Mock()
span = Mock()
tracer.start_span.return_value = span
with (
patch.dict(
os.environ,
{
"CREWAI_DISABLE_TELEMETRY": "false",
"CREWAI_DISABLE_TRACKING": "false",
"OTEL_SDK_DISABLED": "false",
},
),
patch("crewai.telemetry.telemetry.TracerProvider"),
patch("crewai.telemetry.telemetry.trace.get_tracer", return_value=tracer),
patch("crewai.telemetry.telemetry.version", return_value="9.9.9"),
):
telemetry = Telemetry()
# Flow creation also emits a once-per-process coding_agent feature span.
telemetry._coding_agent_reported = True
telemetry.flow_creation_span("ResearchFlow")
tracer.start_span.assert_called_once_with("Flow Creation")
span.set_attribute.assert_any_call("crewai_version", "9.9.9")
span.set_attribute.assert_any_call("flow_name", "ResearchFlow")
@patch("crewai.telemetry.telemetry.logger.error")
@patch(
"opentelemetry.exporter.otlp.proto.http.trace_exporter.OTLPSpanExporter.export",
side_effect=Exception("Test exception"),
)
@pytest.mark.vcr()
def test_telemetry_fails_due_connect_timeout(export_mock, logger_mock):
error = Exception("Test exception")
export_mock.side_effect = error
with patch.dict(
os.environ, {"CREWAI_DISABLE_TELEMETRY": "false", "OTEL_SDK_DISABLED": "false"}
):
telemetry = Telemetry()
tracer = telemetry.provider.get_tracer(__name__)
with tracer.start_as_current_span("test-span"):
agent = Agent(
role="agent",
llm="gpt-4o-mini",
goal="Just say hi",
backstory="You are a helpful assistant that just says hi",
)
task = Task(
description="Just say hi",
expected_output="hi",
agent=agent,
)
crew = Crew(agents=[agent], tasks=[task], name="TestCrew")
crew.kickoff()
telemetry.provider.force_flush()
assert export_mock.called
assert logger_mock.call_count == export_mock.call_count
for call in logger_mock.call_args_list:
assert call[0][0] == error
@pytest.mark.telemetry
def test_telemetry_singleton_pattern():
"""Test that Telemetry uses the singleton pattern correctly."""
Telemetry._instance = None
telemetry1 = Telemetry()
telemetry2 = Telemetry()
assert telemetry1 is telemetry2
telemetry1.test_attribute = "test_value"
assert hasattr(telemetry2, "test_attribute")
assert telemetry2.test_attribute == "test_value"
import threading
instances = []
def create_instance():
instances.append(Telemetry())
threads = [threading.Thread(target=create_instance) for _ in range(5)]
for thread in threads:
thread.start()
for thread in threads:
thread.join()
assert all(instance is telemetry1 for instance in instances)
def test_no_signal_handler_traceback_in_non_main_thread():
"""Signal handler registration should be silently skipped in non-main threads.
Regression test for https://github.com/crewAIInc/crewAI/issues/4289
"""
errors: list[Exception] = []
mock_holder: dict = {}
def init_in_thread():
try:
Telemetry._instance = None
with (
patch.dict(
os.environ,
{"CREWAI_DISABLE_TELEMETRY": "false", "OTEL_SDK_DISABLED": "false"},
),
patch("crewai.telemetry.telemetry.TracerProvider"),
patch("signal.signal") as mock_signal,
patch("crewai.telemetry.telemetry.logger") as mock_logger,
):
Telemetry()
mock_holder["signal"] = mock_signal
mock_holder["logger"] = mock_logger
except Exception as exc:
errors.append(exc)
thread = threading.Thread(target=init_in_thread)
thread.start()
thread.join()
assert not errors, f"Unexpected error: {errors}"
assert mock_holder, "Thread did not execute"
mock_holder["signal"].assert_not_called()
mock_holder["logger"].debug.assert_any_call(
"Skipping signal handler registration: not running in main thread"
)