Commit graph

278 commits

Author SHA1 Message Date
Parinith
5e255ae8f3 test(proxy/auth): add regression test for max_budget enforcement after spend reset (#27300)
Adds `test_max_budget_enforced_after_spend_reset` to verify that
`_virtual_key_max_budget_check` correctly blocks requests after
post-reset spend re-accumulates past `max_budget`.

Covers the full lifecycle:
1. Pre-reset: exhausted key (spend == max_budget) is blocked.
2. Budget reset zeroes `valid_token.spend` and the spend counter.
3. First post-reset request is allowed (counter reads 0).
4. Post-reset spend accumulates past `max_budget` — blocked again.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-11 00:35:58 +05:30
ishaan-berri
d67dfca1e1
Fix proxy auth status code tests (#27555)
* Fix proxy auth status code tests

Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>

* Update user model access status expectation

Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: oss-agent-shin <279349115+oss-agent-shin@users.noreply.github.com>
Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>
2026-05-09 14:47:48 -07:00
oss-agent-shin
ae67cecc22
Allow team admins to test model connections (#27487)
Co-authored-by: oss-agent-shin <279349115+oss-agent-shin@users.noreply.github.com>
Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>
2026-05-08 15:30:41 -07:00
Michael-RZ-Berri
db8198faba
[Fix] Allow non-admin compliance path reads (#27234)
* allow non-admin roles on /compliance/* read routes

* Restrict compliance routes to internal users

---------

Co-authored-by: Michael Riad Zaky <michaelr@Mac.localdomain>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2026-05-07 14:07:23 -05:00
Dibyo Mukherjee
169c436684
Fix/member access group team (#27317)
* fix(auth): pass team_id in member-level model access check

_check_team_member_model_access calls _can_object_call_model without
team_id, so access groups defined via model_info.access_groups cannot
resolve for team-scoped DB models (their internal router name is
model_name_<team>_<uuid>, not the public name). The team-level check
already passes team_id; this mirrors that.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* test(auth): add tests for member-level access group resolution with team_id

Eight tests covering _can_object_call_model and
_check_team_member_model_access with team-scoped DB models:

- access group resolves when team_id is passed
- access group fails without team_id (pre-fix behavior)
- literal model name still works with team_id (no regression)
- denied model still denied with team_id
- second model in group also reachable
- end-to-end member access via access group (mocked membership)
- end-to-end member denied for model not in allowed list
- no-override member inherits team-level check

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-06 12:05:22 -07:00
ishaan-berri
c92a08a307
Fix team member budget enforcement without user row (#27273)
* Fix team member budget enforcement without user row

Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>

* Clarify regenerated key budget repro

Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: oss-agent-shin <279349115+oss-agent-shin@users.noreply.github.com>
Co-authored-by: ishaan-berri <ishaan-berri@users.noreply.github.com>
2026-05-06 11:42:29 -07:00
yuneng-jiang
9a338e1b6b
[Test] Tests: Stop parametrizing API keys into pytest test IDs (#27249)
Several tests parametrized over (model, api_key, ...) tuples or raw
token strings, causing pytest to embed those values in the test ID
and print them in CI logs. Refactored each affected test to keep the
same coverage without putting key material into parametrize.

- audio_tests/test_audio_speech.py: split env-var keys into separate
  azure/openai test functions sharing a helper; sync_mode parametrize
  preserved.
- audio_tests/test_whisper.py: split into openai_whisper /
  azure_whisper functions sharing a helper; response_format parametrize
  preserved.
- local_testing/test_embedding.py: single-case parametrize inlined.
- proxy_unit_tests/test_user_api_key_auth.py: 5 header parametrize
  cases split into 5 named tests sharing an _assert helper.
- proxy_unit_tests/test_proxy_utils.py: 4 api_key_value cases split
  into 4 named tests.
- test_litellm/proxy/auth/test_user_api_key_auth.py: 5 key-prefix
  cases (Bearer / Basic / lowercase bearer / raw / AWS SigV4) split
  into 5 named tests.

Verified: black clean; 14 refactored unit tests pass; pytest collects
audio/embedding tests with safe IDs (no key material in test IDs).
2026-05-05 17:21:18 -07:00
yuneng-jiang
be5f217aaf
Merge pull request #26861 from BerriAI/litellm_fix_scim_virtual_key_deactivation
fix(scim): revoke virtual keys when SCIM deprovisions a user
2026-05-04 19:03:55 -07:00
yuneng-jiang
42cd9493e9
Merge pull request #27071 from stuxf/fix/strip-pricing-fields
chore(proxy): drop client-supplied pricing fields from request bodies
2026-05-04 18:08:41 -07:00
yuneng-jiang
de7175d6ab
Merge pull request #26912 from stuxf/codex/auth-sensitive-routes
chore(proxy): guard sensitive public endpoints
2026-05-04 17:04:10 -07:00
user
abcf204d38 fix(proxy): include request-blocked callback params in auth bans 2026-05-04 16:54:04 -07:00
yuneng-jiang
e4ac46b5d1
Merge pull request #27081 from stuxf/fix/strip-callback-fields
chore(proxy): close callback-config and observability-credential side channels
2026-05-04 15:45:42 -07:00
Michael-RZ-Berri
1a17c438b6
Merge pull request #27133 from BerriAI/litellm_zeroBudgetTreatedAsNoCap
[Fix] Treat 0 team_member_budget as no cap
2026-05-04 15:05:18 -07:00
yuneng-jiang
6f5678bcd8
Merge pull request #27007 from stuxf/fix/admin-viewer-write-route-blocklist
fix(auth): block missing write routes for proxy admin viewers
2026-05-04 14:45:14 -07:00
Michael Riad Zaky
28bf4647ef Treat 0 team_member_budget as no cap 2026-05-04 14:45:13 -07:00
user
01323e8903
fix(auth): per-param allow must continue, not return early
A pre-existing logic bug in ``_check_banned_params``: when the
deployment-level ``configurable_clientside_auth_params`` permitted one
banned field, the loop ``return``-ed on the first match instead of
``continue``-ing, so any other banned param later in the same body or
metadata dict was never checked. This PR's metadata walk multiplies the
surface where that bypass matters — a body pairing an allowed
``api_base`` with an observability credential like ``langfuse_host``
would silently pass.

Proxy-wide ``allow_client_side_credentials`` keeps ``return`` (it's a
global opt-in for every banned param). The per-param branch becomes
``continue`` so only the one explicitly-permitted field is skipped.

Adds a regression test that exercises the api_base + langfuse_host pair.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 09:18:17 +00:00
user
37a22acf6f
chore(proxy): close callback-config and observability-credential side channels
Two related gaps in the proxy's request bouncer:

1. ``is_request_body_safe`` (auth_utils.py) walked the request-body root
   and the ``litellm_embedding_config`` nested dict, but not ``metadata``
   or ``litellm_metadata``. The same fields it bans at root — Langfuse /
   Langsmith / Arize / PostHog / Braintrust / Phoenix / W&B Weave / GCS /
   Humanloop / Lunary credentials and routing — were silently accepted
   when the caller put them inside metadata, retargeting observability
   callbacks to a caller-controlled host with caller-supplied creds.
   Walk both metadata containers (and parse the JSON-string form sent via
   multipart / ``extra_body``) through the same banned-params helper, so
   the existing ``allow_client_side_credentials`` opt-in covers both
   paths consistently.

2. The banned-params list was hand-maintained and lagged the canonical
   ``_supported_callback_params`` allow-list in
   ``initialize_dynamic_callback_params``. Derive the observability bans
   from that allow-list (minus a small ``_SAFE_CLIENT_CALLBACK_PARAMS``
   set for informational fields like ``langfuse_prompt_version`` and
   ``langsmith_sampling_rate``) so future integrations are covered
   automatically; ``_EXTRA_BANNED_OBSERVABILITY_PARAMS`` carries the
   handful of fields integrations read but the allow-list hasn't caught
   up to. A guard test fails CI if a new entry is added to
   ``_supported_callback_params`` without an explicit safe-list decision.

Separately in ``litellm_pre_call_utils.py``: add ``callbacks``,
``service_callback``, ``logger_fn``, and ``litellm_disabled_callbacks``
to ``_UNTRUSTED_ROOT_CONTROL_FIELDS``. The first three are appended to
worker-wide ``litellm.{input,success,failure,_async_*,service}_callback``
lists / ``litellm.user_logger_fn`` from inside ``function_setup`` — one
request poisons every subsequent caller in that worker. The last is the
inverse primitive: the legitimate path reads it from key/team metadata,
the request-body version silently disables admin-configured audit /
observability for the call.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 09:06:29 +00:00
mateo-berri
456cb495de Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_scim_virtual_key_deactivation 2026-05-01 20:29:19 -07:00
yuneng-jiang
c3f7158b2b
Merge pull request #27008 from stuxf/fix/jwt-audience-and-issuer-verification
Some checks are pending
Unit Tests: Proxy DB Operations / proxy-runtime (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / endpoints-and-responses (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / guardrails-hooks (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / jwt-and-keys (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / key-generation (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / logging-misc (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / proxy-server-core (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / schema-migration (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / proxy-utils (push) Blocked by required conditions
Unit Tests: Security / security (push) Waiting to run
Unit Tests: Caching (Redis) / caching-redis (push) Waiting to run
Unit Tests: Proxy DB Operations / assert-shard-coverage (push) Waiting to run
Unit Tests: Proxy DB Operations / auth-checks (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / budgets (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / custom-logging (push) Blocked by required conditions
Unit Tests: Proxy DB Operations / db-and-spend (push) Blocked by required conditions
fix(auth): support JWT issuer verification + warn when unscoped
2026-05-01 19:58:52 -07:00
shin-berri
38ddcdabdb
Merge pull request #27032 from BerriAI/litellm_yj_may1_2
[Infra] Merge dev branch
2026-05-01 19:39:42 -07:00
user
3fd0a2d761 Merge remote-tracking branch 'origin/litellm_internal_staging' into codex/auth-sensitive-routes
# Conflicts:
#	litellm/proxy/health_endpoints/_health_endpoints.py
#	tests/test_litellm/proxy/auth/test_user_api_key_auth.py
2026-05-01 19:08:06 -07:00
user
bef28aa789 chore(proxy): keep public AI hub unauthenticated 2026-05-01 19:07:21 -07:00
Krrish Dholakia
684174ca58
Merge branch 'litellm_internal_staging' into fix/admin-viewer-write-route-blocklist 2026-05-01 18:55:29 -07:00
yuneng-jiang
5614469f22
Merge pull request #26825 from stuxf/fix/oauth2-proxy-header-forgery
chore(auth): require trusted proxy for header identity auth
2026-05-01 18:47:58 -07:00
Yuneng Jiang
b484c51a1c
[Fix] Proxy: Repair Merge Fallout In Router-Override Fallback Auth
Conflict resolution for #26968 dropped the `Iterator` typing import
(NameError at module load), left a dead `fallback_models = cast(...)`
block, and the new tests called `_enforce_key_and_fallback_model_access`
without the now-required `request` kwarg.
2026-05-01 17:48:51 -07:00
yuneng-jiang
8fc31a7b3a
Merge branch 'litellm_yj_may1_2' into chore/router-override-trust 2026-05-01 17:26:04 -07:00
yuneng-jiang
8ed6c0cdea
Merge pull request #26846 from BerriAI/litellm_/pensive-bartik-e24048
[Fix] RBAC: Restore Admin Viewer Read Parity for Logs + Settings Pages
2026-05-01 16:36:36 -07:00
Yuneng Jiang
6499fa76de
[Fix] RBAC: Drop management_routes Write Fallback for Admin Viewer
Greptile P1: the unsafe-method branch of `_check_proxy_admin_viewer_access`
ended with a blanket `if route in management_routes: return`. That set is a
mix of reads (info/list — handled via the safe-method GET branch above) and
writes. The fallback let Admin Viewer POST to write endpoints not enumerated
in `_ADMIN_VIEWER_BLOCKED_WRITE_ROUTES`, including:
  - /team/block, /team/unblock, /team/permissions_update
  - /jwt/key/mapping/{new,update,delete}
  - /key/bulk_update
  - /key/{key_id}/reset_spend

Remove the fallback. The two remaining allow sets (admin_viewer_routes and
global_spend_tracking_routes) are both read-only, so removal does not affect
the legitimate POST-as-read cases (e.g. /spend/calculate, which is in
spend_tracking_routes ⊂ admin_viewer_routes).

Tests:
  - 8 new parametrized cases pinning each previously-leaking management write
    endpoint to 403 on POST for PROXY_ADMIN_VIEW_ONLY.
2026-05-01 16:15:21 -07:00
Yuneng Jiang
c78144ccf0
Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_/pensive-bartik-e24048
# Conflicts:
#	ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/ModelsAndEndpointsView.tsx
2026-05-01 16:04:09 -07:00
yuneng-jiang
c2cea58567
Merge branch 'litellm_yj_may1' into codex/budget-race-enforcement 2026-05-01 14:32:18 -07:00
yuneng-jiang
9e501edece
Merge branch 'litellm_yj_may1' into codex/file-endpoint-model-auth 2026-05-01 14:22:18 -07:00
yuneng-jiang
f34a2752f6
Merge pull request #26996 from stuxf/chore/ssrf-polling-and-nested-config
chore(security): close two unaddressed SSRF cases
2026-05-01 14:16:39 -07:00
user
e55401e39c
fix(auth): support JWT issuer verification, scope-warning when unscoped
When JWT auth is enabled but `JWT_AUDIENCE` is unset, `auth_jwt`
disabled audience verification entirely. Tokens minted by any other
application that shared the same IdP signing keys (Azure AD, Okta,
etc.) were accepted as long as their signature checked out, even
though their `aud` and `iss` claims pointed at unrelated apps. The
proxy then fell into the no-team / no-user branch where access checks
default-allow.

This change:

1. Adds support for the `JWT_ISSUER` env var. When set, PyJWT verifies
   the token's `iss` claim — turning on the same defense for tokens
   that share an audience but come from a different IdP tenant.
2. Refactors the duplicated `jwt.decode` calls (RSA/EC/OKP path and
   x509 path) into a single `_build_decode_kwargs` helper that
   computes audience, issuer, and the corresponding `verify_*` opt-outs
   once per call.
3. Logs a single startup-time warning when JWT auth is enabled but
   neither `JWT_AUDIENCE` nor `JWT_ISSUER` is configured, so operators
   running the insecure default see a flag in their logs without
   getting spammed per-request.

Default behavior (no env vars) is preserved for backward compatibility.
Setting `JWT_AUDIENCE` and/or `JWT_ISSUER` opts into the verification.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 21:10:19 +00:00
user
c27951b53b
fix(auth): block missing write routes for proxy admin viewers
`_check_proxy_admin_viewer_access` enumerates write routes a
PROXY_ADMIN_VIEW_ONLY caller may not invoke, then falls through to
"allow" for any management route not listed. Several write endpoints
were never added to the blocklist, so a viewer could:

- block or unblock any team via `/team/block` / `/team/unblock`
- mutate team permissions via `/team/permissions_update` and
  `/team/permissions_bulk_update`
- create, update, or delete JWT key mappings via
  `/jwt/key/mapping/{new,update,delete}`
- bulk-edit keys via `/key/bulk_update`
- reset key spend via the path-parameterized `/key/{id}/reset_spend`

Hoist the blocklist into a module-level frozenset and a tuple of
suffix patterns so it's clear what to extend when a new write route
is added, and pull the existing key write routes from the
`KeyManagementRoutes` enum so the two stay in sync. Adds parametrized
tests over the newly-blocked routes plus baseline coverage for routes
that should remain allowed (info / list / daily-activity reads).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 21:06:16 +00:00
user
90fd791e0d
fix(security): close P1 recursion-DoS + P2 hostname leak in SSRF fixes
Greptile follow-ups on the prior commit:

- (P1) ``is_request_body_safe`` recursed into ``litellm_embedding_config``
  with no depth bound, so a request body 1000 levels deep could exhaust
  Python's call stack and surface a 500 ``RecursionError``. Refactored
  the check to be iterative (single-level descent into a fixed list of
  nested-config keys) and extracted the per-dict banned-param scan into
  a helper that's shared between the root and the nested call sites.
  Also fixes the ``recursive_detector`` CI job that was triggered by
  the recursive-by-name pattern.

- (P2) ``assert_same_origin`` error messages identified the mismatching
  component but echoed the ``expected`` host and the candidate
  hostname back to the caller. In the SSRF threat model the caller is
  the attacker, so reflecting that information was a secondary leak of
  operator infrastructure. Messages now identify only *which*
  component mismatched (scheme / host / port) without naming names.

- (P2) ``_NESTED_CONFIG_KEYS`` was defined after the function that used
  it. Hoisted the constant (and the new ``_BANNED_REQUEST_BODY_PARAMS``
  tuple) above the function for readability.

Adds a 1000-level-deep nested config test that asserts no
``RecursionError`` and a hostname-leak test that asserts no operator
host appears in the rejection message.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 18:52:55 +00:00
user
0d4875dec9
chore(security): close two unaddressed SSRF cases
Two SSRF findings were OPEN with no in-flight fix; both are closed
now using narrow defenses that key off existing trust boundaries.

VERIA-6 (Milvus ``litellm_embedding_config``):
``is_request_body_safe`` already blocks ``api_base`` / ``api_key`` /
``langfuse_host`` / ``s3_endpoint_url`` / etc. at the *root* of the
request body, gated by an admin opt-in (``allow_client_side_credentials``
or per-deployment ``configurable_clientside_auth_params``). The bug is
that the Milvus vector-store transformer unpacks
``litellm_embedding_config`` into ``litellm.embedding(**embedding_config)``,
so a caller can smuggle the same banned params in via nesting and bypass
the check. Fix: ``is_request_body_safe`` now recurses into a known list
of nested-config dicts (``litellm_embedding_config`` for now) and applies
the same banned-param check with the same admin opt-in. Admin-side
vector-store config flows through ``litellm_params`` rather than the
request body, so it's unaffected.

VERIA-51 (polling URLs returned by upstream APIs):
Azure DALL-E 2, Azure Document Intelligence, and Black Forest Labs
all blindly fetched a polling URL returned by the upstream and
attached the operator's API key to the request. A compromised upstream
or a future API contract change could redirect credentials anywhere.
New ``url_utils.assert_same_origin(candidate, expected)`` helper checks
scheme, host (case-insensitive), and port (with default-port
normalization). Applied at all five polling sites: Azure DALL-E
sync+async, Azure DI sync+async, BFL image generation sync+async, BFL
image edit sync+async. Cross-origin polling URLs now raise rather than
forward credentials. The Azure DALL-E ``Expected 'status' in response``
exception no longer reflects the raw response body — that path turned
Blind SSRF into Full-Read SSRF for the limited window before the
origin check fully closed it.

Tests: 7 ``assert_same_origin`` unit tests, 6 ``is_request_body_safe``
nested-config tests, 5 polling-site rejection tests + 1 same-origin
sanity check.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 18:43:47 +00:00
user
2ed4b5968d Merge remote-tracking branch 'origin/litellm_internal_staging' into HEAD
# Conflicts:
#	litellm/proxy/auth/auth_checks.py
2026-05-01 11:37:43 -07:00
user
0c864880a8 Merge remote-tracking branch 'origin/litellm_internal_staging' into HEAD
# Conflicts:
#	litellm/proxy/middleware/prometheus_auth_middleware.py
#	tests/test_litellm/proxy/middleware/test_prometheus_auth_middleware.py
2026-05-01 11:34:59 -07:00
user
cc9700f1da
Merge remote-tracking branch 'upstream/main' into fix/router-override-trust
# Conflicts:
#	tests/test_litellm/proxy/test_route_llm_request.py
2026-05-01 07:55:44 +00:00
user
a5b7eeebdc
chore(proxy): close router-settings-override fallback smuggling path
Two changes that together prevent a caller from smuggling unauthorized
models past the API key's allowlist via per-request router overrides.

1. ``_enforce_key_and_fallback_model_access``: also walk fallback models
   nested inside ``router_settings_override.fallbacks`` /
   ``context_window_fallbacks`` / ``content_policy_fallbacks``.
   ``route_llm_request.py`` promotes those to per-request kwargs after
   auth, so without this they bypassed the model allowlist entirely.
   New ``iter_router_fallback_model_names`` helper extracts leaf names
   from both the simple top-level shape (str | {"model": str}) and the
   nested router-config shape ({primary: [fallbacks]}). The two fallback
   validation loops are unified — every name (top-level + override) is
   deduplicated and validated once via ``can_key_call_model`` +
   ``is_valid_fallback_model``.

2. ``route_request``: strip router-internal ``mock_testing_*`` flags
   from user-supplied data. These are testing-only flags that
   deterministically force the router into fallback logic by raising a
   synthetic ``InternalServerError`` etc. Combined with override
   fallbacks they made the smuggling path trivially exploitable. Test
   code that calls the router directly bypasses the strip and is
   unaffected. The strip list is derived from ``MockRouterTestingParams``
   so a new ``mock_testing_*`` flag added to that dataclass is
   automatically covered.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 07:49:32 +00:00
user
6ef26945fa test(proxy): narrow media resource decoding 2026-04-30 22:55:00 -07:00
user
0704f672c5 test(proxy): cover resource model extraction fallbacks 2026-04-30 22:21:57 -07:00
user
336fe8276f chore(proxy): align resource model auth checks 2026-04-30 21:59:56 -07:00
user
ce17639cf7 remove budget reservation disable flag 2026-04-30 20:57:20 -07:00
user
f30bfcf36a add budget reservation disable flag 2026-04-30 20:36:14 -07:00
user
64fadc3b8e Merge remote-tracking branch 'origin/litellm_internal_staging' into codex/budget-race-enforcement-greptile-fix
# Conflicts:
#	litellm/proxy/db/spend_counter_reseed.py
#	litellm/proxy/proxy_server.py
2026-04-30 18:25:48 -07:00
user
694fadd175 fix budget reservation review findings 2026-04-30 17:38:18 -07:00
harish-berri
7c8fe86fd9
Merge branch 'litellm_internal_staging' into litellm_token_verification_query_opt 2026-04-30 17:25:12 -07:00
user
9db8ecac12 update budget reservation auth test expectation 2026-04-30 17:13:49 -07:00
yuneng-jiang
bdcc23853c
Merge pull request #26835 from stuxf/codex/cli-sso-flow-binding
chore(cli): tighten CLI SSO session flow
2026-04-30 17:10:27 -07:00