litellm/tests
yucheng 8cf5664ac1 feat(guardrails): agent 365 fails open by default and hides the production overrides from the UI form
Agent 365 sits in the runtime path of every MCP tool call, so an Entra or
Agent 365 outage now lets the call through unscanned (logged at error level,
recorded as Unscanned with guardrail_failed_to_respond) instead of blocking it.
unreachable_fallback: fail_closed stays as the opt-in strict mode. Policy
blocks, throttling, 4xx rejections and a rejected caller token still block

The shared unreachable_fallback field becomes nullable so each guardrail owns
its default; every sibling still resolves None to fail_closed and typesafe
keeps failing open

api_base, resource_app_id and agent_id have production defaults and leave the
dashboard form (ui_hidden); they stay available in config.yaml and env. The
authority_host override and its env keys are gone, the OBO exchange always
uses login.microsoftonline.com. The integration suite keeps only the cells
that need no Entra double, the evaluation paths live in unit tests with an
injected handler

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-27 00:01:26 +00:00
..
_support fix(params): stop stream_chunk_size reaching provider request bodies (#42664) 2026-09-23 10:27:47 -07:00
agent_tests
audio_tests
base_sdk_tests fix(mcp): explain missing public client dependencies 2026-09-19 19:52:13 -07:00
basic_proxy_startup_tests
batches_tests
benchmarks feat(tokenizer): preserve Python defaults with opt-in Rust dispatch (#42174) 2026-09-22 04:41:11 +00:00
code_coverage_tests fix(sentry): scrub PII and secrets inside object reprs and nested locals, add SENTRY_SEND_DEFAULT_PII opt-in (#43123) 2026-09-25 14:52:35 -07:00
documentation_tests fix(docs-test): restore line-anchored table regex in router settings check 2026-09-18 20:10:20 +00:00
e2e fix(proxy): record streamed /v1/responses container ownership before the response.completed frame (#43140) 2026-09-25 13:45:43 -07:00
guardrails_tests Revert "Merge pull request #41220 from BerriAI/litellm_post_call_guardrail_context" 2026-09-19 17:45:15 +00:00
image_gen_tests fix(logging): pass provider response headers to callbacks on every endpoint (#42824) 2026-09-24 13:01:12 -07:00
integration feat(guardrails): agent 365 fails open by default and hides the production overrides from the UI form 2026-09-27 00:01:26 +00:00
litellm_utils_tests feat(langfuse): migrate the sdk callback to langfuse v4 (#36741) 2026-09-24 23:22:56 -07:00
llm_responses_api_testing fix(responses): fall back on pre-output stream drops, fail truncated streams, honor request_timeout (#43133) 2026-09-25 14:32:41 -07:00
llm_translation test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
load_tests
local_testing test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
logging_callback_tests feat(langfuse): migrate the sdk callback to langfuse v4 (#36741) 2026-09-24 23:22:56 -07:00
mcp_tests ci: move provider-independent MCP tests into tests/unit and run mcp-integration from litellm-tests (#42904) 2026-09-24 23:07:48 +00:00
multi_instance_e2e_tests
ocr_tests refactor(ocr): remove the Python OCR execution path and require the Rust route (#43081) 2026-09-24 18:18:50 -07:00
openai_endpoints_tests
otel_tests test: fix stale budget-status and bad-database-url assertions 2026-09-21 15:00:54 -07:00
pass_through_tests fix(mcp): preserve legacy behavior on SDK2 and streamline verification 2026-09-18 22:28:31 -07:00
pass_through_unit_tests feat(proxy): add TinyFish Agent API passthrough with per-step billing (#41099) 2026-09-21 21:21:43 -07:00
proxy_admin_ui_tests
proxy_behavior feat(proxy): server-side Team Usage export beyond the top-N key cap (#42996) 2026-09-24 15:40:36 -05:00
proxy_e2e_anthropic_messages_tests fix(test): run the all-beta-headers bedrock cases on Claude Fable 5.1 2026-09-19 23:33:29 +00:00
proxy_migration_tests test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
proxy_security_tests refactor(proxy): rename the local development override to dangerously_permit_weak_or_unset_master_key so the name says exactly what it permits 2026-09-19 18:53:14 -07:00
proxy_unit_tests ci: move tests/proxy_unit_tests to tests/unit/proxy and run the proxy-db shards from litellm-tests (#42903) 2026-09-24 22:59:11 +00:00
router_unit_tests fix(router): match provider-prefixed fallback keys for bare model groups served by wildcard deployments (#43062) 2026-09-24 18:08:56 -07:00
rust-python-harness refactor(ocr): remove the Python OCR execution path and require the Rust route (#43081) 2026-09-24 18:18:50 -07:00
search_tests test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
spend_tracking_tests
store_model_in_db_tests test(mcp): patch create_mcp_server_if_identifier_free in the store-model-in-db MCP tests (#42916) 2026-09-24 11:59:52 -07:00
test_litellm feat(guardrails): agent 365 fails open by default and hides the production overrides from the UI form 2026-09-27 00:01:26 +00:00
test_litellm_rust feat(rust): hand upstream response headers to the native Messages stream (#43178) 2026-09-25 10:03:15 -07:00
unified_google_tests test(google_genai): move unified_google_tests to gemini-3.5-flash-lite (#42520) 2026-09-22 13:07:37 -07:00
unit refactor(guardrails): drop the prometheus fail-open counter from the agent 365 guardrail 2026-09-26 00:30:30 +00:00
vector_store_tests
windows_tests
__init__.py
_fake_openai_endpoint_server.py
_flush_vcr_cache.py
_live_test_helpers.py
_openai_record_replay_proxy.py
_process_helpers.py test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
_vcr_conftest_common.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
_vcr_redis_persister.py
_wait_helpers.py
_ws_vcr.py
AGENTS.md ci(tests): wire tests/unit into CircleCI and drain legacy unit shards green 2026-09-20 07:05:42 +00:00
capturing_transport.py test(vcr): guard leaked cassette patches and make injected-transport embedding tests immune (#42542) 2026-09-22 14:20:18 -07:00
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD
test_anthropic_compaction_usage.py
test_budget_management.py
test_callbacks_on_proxy.py
test_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py fix(proxy): authorize key model aliases the same way as team aliases (#43049) 2026-09-24 19:51:02 -07:00
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py
test_openai_endpoints.py
test_organizations.py
test_otel_thread_leak.py
test_presidio_latency.py
test_proxy_server_non_root.py
test_ratelimit.py
test_resource_cleanup.py
test_rust_python_harness.py
test_service_logger_otel.py
test_spend_logs.py
test_team.py
test_team_logging.py
test_team_members.py
test_users.py

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/test_litellm

This folder can only run mock tests.