The Logs page had coverage for opening a request and for the End User filter,
but nothing for the filters an on-call engineer actually reaches for: whose
key made the request, and which requests failed.
Each test mints its own keys and asserts on request ids it generated itself,
so a filter that quietly does nothing fails on the other key's row still being
on screen rather than passing because our own row happens to be there.
Co-authored-by: Claude <noreply@anthropic.com>
* feat(guardrails): add Alice by ActiveFence guardrail
Adds `guardrail: alice` — policy-based guardrails for prompts and model
responses, evaluated against ActiveFence's Alice.
What makes this different from the other providers: Alice evaluates against
policies configured per *application*, and a proxy typically fronts several of
them, so the application cannot be a static config value. It is named on the
LiteLLM virtual key instead:
curl $PROXY/key/generate -H "Authorization: Bearer $LITELLM_MASTER_KEY" \
-d '{"key_alias": "payments-bot",
"metadata": {"alice_app_id": "payments-bot"}}'
read via `CustomGuardrail._get_admin_metadata`, with `key_alias` as the
fallback. That helper is what makes it trustworthy: it reads whichever metadata
holder the proxy wrote the authenticated key's values into — which differs by
route — and the proxy strips caller-supplied `user_api_key_*` from both, so a
caller cannot point its own traffic at an application with laxer policies than
the one its key was issued for. A request whose key names no application is
refused rather than evaluated against a guess.
Implements `apply_guardrail` only, so pre_call, during_call, post_call and
streaming all come from UnifiedLLMGuardrails. Blocks with
GuardrailRaisedException; masks by substituting Alice's redacted text; a MASK
carrying no replacement blocks rather than passing the original through. A
verdict reporting `errors[]` is treated as a failure, not a pass — otherwise a
half-evaluated message would be allowed. `unreachable_fallback` (already on
LitellmParams) chooses fail-closed or fail-open on transport failure.
Config:
guardrails:
- guardrail_name: alice
litellm_params:
guardrail: alice
mode: [pre_call, post_call]
api_key: os.environ/ALICE_API_KEY
21 tests in tests/test_litellm/proxy/guardrails/guardrail_hooks/test_alice.py
cover registration, credential resolution, the app-id ladder including the
forged-metadata case, every verdict, and both unreachable policies.
No new LitellmParams field, so no schema.d.ts regeneration is needed.
* refactor(guardrails): post to Alice's LiteLLM endpoint and forward verbatim
Switches from `/v2/evaluate/message` — Alice's single-text endpoint — to
`/v2/evaluate/litellm`, which takes the hook's arguments as they arrive and
answers with a verdict.
That inverts where the work happens, and shrinks this plugin accordingly. It
now selects nothing and renames nothing: it posts `{input_type, inputs,
request_data}` and enforces `{verdict, categories, correlation_id, message,
replacements}`. Which parts of a conversation are worth evaluating, and how a
verdict is reached, are decided by Alice — so changing either is a change on
their side rather than a LiteLLM upgrade for every user.
The app-id resolution this plugin carried is gone with it. Alice reads the
application off the authenticated key's metadata itself, from the payload it is
handed, so the ladder here was duplicating a decision the far side already
makes. The security property is unchanged and still comes from the proxy
stripping caller-supplied `user_api_key_*` before a guardrail sees the request.
Masking is now positional — the far side chose which texts it was answering
for, so it says which by index. Only `texts` is written; a new
`structured_messages` object would make the chat translation layer skip the
`texts` write-back and silently drop the edits. A mask that lands nowhere
blocks rather than passing the original through.
`request_data` carries live Python objects (an OpenTelemetry span among them),
so `_json_safe` copies it into something serialisable by a mechanical rule
rather than a field list — a list drifts from what the far side needs, a rule
cannot. Serialising naively raises, and that error would read as "guardrail
unavailable" on every request.
26 tests, covering verbatim forwarding, each verdict, positional masking, the
`structured_messages` identity trap, both unreachable policies, and the
serialiser's handling of unserialisable values and cycles.
* fix(alice guardrail): satisfy lint and code-quality CI gates
- Bound _json_safe's recursion and register it in recursive_detector's
ignore list (it already caps depth and dedupes cycles by id, matching
the repo's established pattern for legitimate bounded recursion).
- Clear ruff-strict budget breaches: annotate __init__'s return type,
raise TypeError (not ValueError) for a bad response body, type
_json_safe's payload as object instead of Any, and file-scope-ignore
ANN401 for **kwargs (forwarding it as object broke the call into
CustomGuardrail.__init__, confirmed via basedpyright).
- Clear type-discipline budget breaches: suppress the construction/
annotation checks on one-shot HTTP payloads, the module-level
guardrail registries, and _json_safe's bounded accumulator; narrow
AliceVerdict's list fields to tuples and _evaluate's request_data to
Mapping[str, object] where nothing downstream mutates them.
* test(alice guardrail): assert the guardrail actually registers
The registration test called init_guardrails_v2 and asserted nothing, so it
passed whether or not the guardrail was ever registered — TQ001 in the
test-quality gate, and a fair catch: a test that cannot fail is not covering
the thing it names.
Now asserts exactly one AliceGuardrail lands in litellm.callbacks under the
configured name.
This surfaced only after the ruff-strict and type-discipline gates stopped
failing ahead of it; the lint job runs its gates in sequence, so an earlier
failure masks every later one.
* fix(alice guardrail): reach 100% patch coverage, drop the ActiveFence naming
Codecov flagged 10 uncovered lines, all of them error paths — which is where a
guardrail most needs covering, since each one decides whether traffic flows
unscreened.
Two of the ten turned out to be dead rather than untested, and are removed:
- `except GuardrailRaisedException: raise` in apply_guardrail. `_evaluate`
raises httpx errors, Timeout and TypeError, never that — so the clause could
never fire.
- the trailing `json.dumps` probe in `_json_safe`. Everything json.dumps
handles natively is caught by the isinstance branches above (a dict or list
subclass included), so anything reaching the bottom — bytes, datetime, an
OpenTelemetry span — cannot cross the wire regardless. It now says so and
returns None.
The rest are now tested: a timeout, 502/503/504 as unreachable, a 4xx as NOT
unreachable (a rejected credential is our misconfiguration, not an outage, and
must not fail open), a non-object response body, and a model whose model_dump
raises.
Also drops "by ActiveFence" throughout — the product is Alice — and points the
header at alice.io. `ui_friendly_name` is now "Alice", which is the key
guardrailLogoMap and the garden card look up, so all three moved together.
* fix(alice guardrail): strip caller credentials, widen unreachable detection, block partial MASK
Addresses PR review: request_data no longer forwards secret_fields.raw_headers or
the root api_key to Alice (the caller's Authorization token in the clear otherwise);
HTTP 500, malformed JSON, and a non-object body now route through the configured
unreachable_fallback instead of raising raw, so fail_open still fails open on those;
a MASK verdict with even one out-of-range replacement now blocks entirely instead of
silently letting the rest through unmasked. Also tightens request_data's type and
documents the known streaming-mask limitation on the class.
* fix(alice guardrail): strip credentials at any depth, stop filtering on texts
secret_fields/api_key/headers/provider_specific_header can appear nested
under proxy_server_request, metadata, litellm_metadata, and their
requester_metadata/body sub-paths in a real captured payload — a
top-level-only strip missed all of those. _json_safe now drops these keys
by name wherever they occur during serialization, so a new nesting path
can't reintroduce the leak.
apply_guardrail also stopped skipping the call whenever texts was empty,
even when tool_calls/images/structured_messages carried content — that
was the plugin making a selection decision Alice's design says belongs on
the far side. It now only skips when none of the selectable fields have
anything in them.
* fix(alice guardrail): route an undecodable response body through the fallback
`response.json()` raises UnicodeDecodeError when the body carries bytes that
are not valid UTF-8, and that escaped the except clause: UnicodeDecodeError is
a *sibling* of json.JSONDecodeError under ValueError, not a subclass of it, so
naming only JSONDecodeError left it uncaught. Both fallback modes surfaced a
raw decoding error instead of applying unreachable_fallback — which for a
fail_open deployment meant a hard failure where it had asked for an allow.
Named explicitly rather than widening to ValueError, so the clause still says
which three conditions it means. Tested under both policies.
A bare string or list under off_peak_pricing in YAML passed the truthy
guard and crashed _is_off_peak with AttributeError, breaking cost
calculation for that deployment. Malformed pieces of the block are
documented to not match rather than error, so guard the block itself the
same way and bill standard rates.
Since the Rust core handoff in #37241, BedrockConverseLLM.completion read
access_key, secret_key and token off the boto3 credentials before asking
the Rust gate whether it wanted the call. On a deployment that only sets
AWS_BEARER_TOKEN_BEDROCK boto3 resolves no credentials, so every Converse
call through /v1/chat/completions and /v1/responses failed with
"'NoneType' object has no attribute 'access_key'", with or without the
Rust opt-in
Bearer auth resolves no SigV4 principal at all, and both the Python and
the Rust path read the bearer token themselves, so only hand the
principal keys down when boto3 actually resolved one
get_request_headers now accepts credentials=None and raises botocore's
NoCredentialsError when neither a bearer token nor a principal exists
instead of handing SigV4Auth a None
Fixes#38579
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BFDpYC45u9p8eKd4aBATnS
* test(e2e/ui): cover creating, testing and deleting a guardrail
The Guardrails page had no browser coverage. The RC checklist covers it by
hand against a live Presidio, which is why it has always been skipped in CI.
These drive the LiteLLM content filter instead, which runs inside the proxy,
so the whole flow is exercised without a third-party moderation service. The
create test does not stop at the table row: it sends a prompt carrying the
keyword it just banned and asserts the gateway refuses it, then sends a clean
prompt through the same guardrail and asserts it is served.
* test(e2e/ui): delete the guardrails these tests create
Review caught the fixtures being left behind. Guardrails are database rows
that show up in the table and in the playground's list, so a run that leaves
them changes what the next run sees.
Also trims the comments that restated what the helpers already say.
* test(e2e/ui): fail the run when guardrail teardown does not delete
Review caught the afterEach discarding the DELETE response, so a failed
cleanup finished quietly and left the guardrail for the next run to trip on.
* test(e2e/ui): wait for a new guardrail to reach the request path
The wizard test drove one chat completion immediately after creating the
guardrail and required a 400. A trace from the deployed stack shows the
record is stored correctly (blocked_words, action BLOCK, block_on_violation)
and the call six seconds later is still served unguarded, so the first
request can land before the proxy picks the guardrail up.
Polls the same call to the same 400 instead, which keeps the assertion and
lets the refresh land. If it never blocks, this stays red, which is what we
want it to say.
---------
Co-authored-by: Claude <noreply@anthropic.com>
The router_code_coverage gate only counts calls made from test files with
router in the filename, so the helper needs direct unit tests beside the
other inheritance helpers in test_router_model_cost_isolation.py: fills
missing base rates from the builtin entry, leaves explicit rates alone,
and no-ops without a block or for an unmapped backend model.
* test(e2e/ui): cover the Budgets page create, edit and delete flows
The Budgets page had no browser coverage at all, so an admin creating or
editing a spend cap through the UI was only exercised by hand at RC time.
Each test reads the budget back from /budget/list, a different route from
the one the table renders, so a row that only exists in the table's cache
does not pass. The edit test pins the rate limits an unrelated spend-cap
edit has no business touching.
* test(e2e/ui): trim comments that restate the test steps
Review flagged the explanatory comments as restating ordinary setup rather
than explaining anything. Keeps the two that carry the regression rationale
for an assertion and drops the rest.
---------
Co-authored-by: Claude <noreply@anthropic.com>
Cost lookup selects the deployment-scoped cost map entry only when custom
pricing is detected and the entry carries a base pricing field. A deployment
whose model_info held nothing but off_peak_pricing failed both conditions, so
its schedule was silently ignored and every request billed at the shared
backend rate.
use_custom_pricing_for_model now also treats deployment-scoped pricing fields
in the metadata model_info as custom pricing, and the router inherits the
backend model's built-in base token rates onto such an entry at registration,
which also lets cache pricing inheritance apply. Regression tests cover the
registration, the detection, and the costed request end to end.
The custom-logger detail branch reads the payload from cold storage, which is
written independently of the spend-log table and can outlive its row. The DB
owner pre-check then has nothing to verify for an id lookup that matches no row,
so a foreign tenant's stored payload could be returned. Authorize the returned
payload against the owner recorded inside it (metadata user/team id), failing
closed when none is recorded. Also fold the three identical 403 raises into one
helper.
Ports the Model Hub search to the AI Hub Agent Hub tab and the admin
/agents toolbar as a client-side filter over agent name and description.
Extracts the hub search matching into utils/searchUtils and fixes the
public Model Hub rendering the whole catalog when a search matches
nothing (LIT-5230)
The restored code seeded two mutable lists, which trips LIT002 now that
the type-discipline budget has ratcheted past what they cost
Build both in one shot as tuples and widen the parameter to Sequence so
the single caller still type checks. No behavior change, both are only
ever read
