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27 commits

Author SHA1 Message Date
yuneng-jiang
fbd126e518
test: fix integration tests that fail on test order, races and intended changes (#49310)
Seven integration tests fail on main for reasons that are not product bugs. Two are order or race bugs in the tests, one reads rows other tests wrote, one passed on an error body, and three still expect behavior that #48644, #39864 and #39540 changed on purpose
2026-10-30 13:25:47 -07:00
yuneng-jiang
d76db470f9
test: update integration tests left stale by recent product changes (#49143)
* test: update integration tests left stale by recent product changes

* test: expect proxy Messages calls to stay on Python with Rust enabled
2026-10-29 18:06:28 -07:00
tessellark
41602e318d
fix(proxy): stream a guardrail block on /v1/messages as Anthropic events (#49010)
* fix(proxy): stream a guardrail block on /v1/messages as Anthropic events

* fix(proxy): keep post-call guardrails off the streamed messages block

The streamed block is sent as-is, like the Responses endpoint's block, so post-call guardrails and streaming hooks never scan the proxy's own block message. Tests cover a post-call rail on the stream and the call id on the JSON block

* test(proxy): expect Anthropic events from a streamed messages guardrail block

The legacy guardrail suite pinned the old single bare data: line, which is the
malformed block this branch replaces. The test now checks the six Anthropic
stream events and the block text, so it fails if the bare line comes back

* test(proxy): block messages through a real pre-call guardrail in endpoint tests

The block tests replaced ProxyBaseLLMRequestProcessing.base_process_llm_request on the class to raise the block. They now send a real request through the endpoint with a pre-call guardrail that raises the passthrough block, and check that the x-litellm-call-id header carries the request's call id

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-29 05:32:55 -07:00
yuneng-jiang
21ab2cb87b
test: update stale integration and guardrail e2e tests to intended behavior (#48665)
* test(integration): update stale expectations to intended provider behavior

Each expectation moved because a merged PR changed behavior on purpose.
- chatgpt string input is wrapped as one user message (#41522)
- Gemini 2.5 tool media sits beside function_response (#48428)
- sampling knobs move to Gemini 3.5 Flash, which keeps them (#47645)
- a body base_model is stripped without allow_client_pricing_override (#47639)
- ai_decide answers without usage return usage null (#48261)
- azure_ai forwards mapped client anthropic-beta values (#48033)
- the OpenCode scripted upstream mints a fresh id per request

* test(e2e-ui): type the guardrail name before deleting it

GuardrailDeleteModal requires the exact name before Delete enables since
#45893. All three guardrail delete flows now go through one helper.

* test(observability): accept any sampled traceresponse flags and expect a 400 for a non-object body

OpenTelemetry 1.45 (#48055) sets the W3C random trace id flag on new traces,
so the gateway's traceresponse now ends in -03. The producer copies the server
span's own trace flags, so the tests now accept any two-digit flags with the
sampled bit set instead of pinning -01

#48438 made a non-object JSON body a 400 "Invalid JSON payload: expected an
object" on purpose, so the [1] body case is renamed non_object_body and
expects that 400

* test(observability): stop waiting on OpenTelemetry's export log line in the langtrace outage test

The outage test waited for "Exception while exporting Span batch" in the proxy
log, which is OpenTelemetry's wording and no longer appears with 1.45. The test
keeps asserting what the gateway guarantees, callers unaffected during the
outage, a live gateway, and every span after recovery delivered once with no
outage span duplicated

* test(guardrails): count the Responses disconnect spend rows #47611 added

Since #47611 a streamed /v1/responses disconnect writes its own spend row, so
the concurrent disconnect test saw 20 rows where it counted 10 by model group.
It now reads each row's call type and expects ten acompletion rows with the
outage verdict and ten aresponses rows with success. /v1/messages disconnects
still write no row on main, so they are left out of the count rather than
pinned as absent

The responses-httpx case of the single disconnect test no longer needs its
LIT-8603 skip and passes

* test(observability): size K4's timeout from the harness boot budget

K4 boots three two-worker proxies in a row. On CircleCI each boot takes 43 to
58 seconds, so a passing run took 179.97s against its fixed 180s cap and 6 of
30 runs hit pytest-timeout. The cap and the restart gate wait now come from
readiness_seconds and graceful_stop_seconds, like other multi-boot tests
2026-10-28 01:11:25 +00:00
Kerry Lu
59b8c73930
fix(proxy): abort the request with a 499 when the client disconnects during the body upload (#48640)
* fix(proxy): abort the request with a 499 when the client disconnects during the body upload

Co-authored-by: Sinfony8838 <Sinfony8838@users.noreply.github.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): half-uploaded body on chat and vector store routes never reaches the provider

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): close the auth-time OTel server span before aborting a half-uploaded body

---------

Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Sinfony8838 <Sinfony8838@users.noreply.github.com>
2026-10-27 16:49:56 -07:00
yucheng-berri
89a194bbd0
test(integration): hold the upstream until the disconnect is settled before reading its spend row (#47303)
test_client_disconnect_before_any_content_sends_no_response_scan released the gated upstream right after
the client closed, so the upstream's next chunk raced the disconnect into the proxy. When the chunk won,
the proxy had " tail" on record for the client and the cut-short scan recorded a post_call success on
the spend row, which the test asserts is absent (CircleCI integration-extensions job 2263560 on
68db022d57: `AssertionError: (('success',),)`).

The test now reads the spend row first, which is written once the proxy has settled the disconnect, and
releases the upstream after it. The proxy's behavior is unchanged; only the test's ordering is.

Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com>
2026-10-19 13:20:50 -07:00
yuneng-jiang
44d99475a5
test(integration): stop GET /__observations from draining the upstream log (#47256)
* test(integration): stop GET /__observations from draining the upstream log

GET /__observations used to empty the queue, so a second read in a test
saw nothing and a "never reached upstream" check could pass whether or not
the request was forwarded. GET now returns every request since the last
reset and DELETE /__observations is the reset. An autouse fixture resets
the worker upstream before each test, which also covers tests that read
without the gateway fixture.

Discarded reads used as resets become DELETEs, helpers that accumulated
drained reads now read one snapshot, and tests with several phases reset
between them. The three vacuous negative checks (rag allowlist, guardrail
opt-out chaos, xAI batch output) now assert the absence on the same read
that shows a request which did reach the upstream.

* style(integration): space the observations unit test like its neighbours
2026-10-18 09:58:05 +00:00
yuneng-jiang
fc27dfdc7d
test(integration): give each owned proxy a private database and Redis by default (#47213)
* test(integration): give each owned proxy a private database and Redis by default

owned_proxy and owned_proxy_process now boot on a scratch database and a
per-proxy redis-server unless the caller opts into the worker's state with
state=OwnedState.SHARED_WITH_WORKER, passes its own DATABASE_URL, or strips
DATABASE_URL. Under the replica profile the private database gets the
writer and reader roles so the reader path stays covered.

Gateway carries the database_url its proxy writes to, and the Scenario
cleanup checks and delete_key_if_present read from it, so they keep
checking something on a private database.

The 189 test files with owned proxy sites that depend on the worker's
database or Redis opt in with a shares_worker_state module marker, which a
module-scoped conftest fixture turns into the shared state. The 7 helper
modules with such sites opt in per call, since conftest fixtures and other
test files reach them.

* test(integration): reach session fixtures with the shared marker and keep the worker retry default

The module-scoped fixture that applied shares_worker_state ran after
session-scoped fixtures, so proxies those booted went private in marked
files. The marker is now applied around each marked item's setup, call
and teardown, which covers fixtures of every scope.

Owned proxies on the worker database inherited the worker gateway's
router_settings.num_retries of 0 from it. A private proxy now gets the same
default in its config copy unless the config sets num_retries itself.

Five providers files read the owned proxy's spend rows or response cache
through the worker's database or Redis and opt into sharing.
2026-10-18 03:37:41 +00:00
yucheng-berri
b3c0f3457d
fix: handle missing choice indices in streamed output recording (#46947)
* fix: handle missing choice indices in streamed output recording

* test: verify recorded partial output on client disconnect

* test: correlate streaming regressions with persisted request IDs

* test: build progress-stream configs without mutation

---------

Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com>
2026-10-17 14:17:46 -07:00
yuneng-jiang
b602209ca6
test(integration): hand every harness server a port from one per-worker block (#46761)
* test(integration): hand every harness server a port from one per-worker block

About 45 places in the integration harness picked a port by binding port 0,
reading the number back, closing the socket and starting a server on that
number later. Another process could take the port in between, which surfaced
as "Address already in use" flakes. Earlier fixes retried around the race in
single call sites without removing it.

tests/integration/_support/ports.py now owns every port the harness picks
ahead of a server. Each pytest process claims a 200-port block between 10000
and 32767 by taking an exclusive flock on a per-block lock file in the system
temp directory, so parallel runs on one machine never share a block and the
lock goes away with the process. The range is above the fixed service ports
and below the Linux and macOS ephemeral ranges. Ports go out in order, are
never reused in a run, skip anything an outside process already holds, and
a process that exhausts its block claims the next free one.

The three _free_port copies, worker_endpoints' port-0 binds,
free_loopback_port, the owned proxy's lost-port-race retry and the owned
Redis retry loop are gone. Tests that restart a server on the same port now
allocate that port up front instead of reading it back from the first
server. TQ012 in scripts/check_test_quality.py rejects a port-0 bind read
back with getsockname anywhere under tests/integration.

* ci(integration): record listening sockets and the ephemeral port range

* Revert "ci(integration): record listening sockets and the ephemeral port range"

This reverts commit d3fafc3da2.
2026-10-15 16:56:40 -07:00
devin-ai-integration[bot]
d3cc77def4
test(integration): cover chat_completions endpoint contracts (#44688)
* test(integration): cover chat_completions endpoint contracts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): pin per-call prompts and both n=2 chat choices

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): cover mixed path-model auth, string guardrail rejection and typed text-completion forms

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): drop the prompt-spellings cache workaround and cover Azure SDK text completions on the deployments alias

---------

Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-14 03:45:38 +00:00
devin-ai-integration[bot]
7efce7f8e0
test(integration): give chaos and timing tests a harness API and gate raw signals (#46031)
* test(integration): give chaos and timing tests a harness API and gate raw signals

Chaos tests killed and suspended proxy workers with raw os.kill and psutil
calls and bounded elapsed time with fixed literals, so they raced the uvicorn
worker healthcheck and failed on slow CI boxes

OwnedProxy now offers kill_worker and replacing_worker, which return only once
a replacement answers readiness with its own pid, and suspended, which is
refused unless the proxy was launched with a lenient worker healthcheck.
timing.py bounds durations against a measured control or the injected delay.
run.py measures the proxy import time once and derives readiness deadlines and
the per-test timeout from it, writing boot-calibration.json

check_test_quality.py adds TQ010 (raw process signals) and TQ011 (elapsed time
asserted under a numeric literal) for tests/integration outside _support, and
every call site is migrated so both report zero with no suppressions

* test(integration): steer the assistants wire burst onto both workers

The mixed-status burst assumed the OS would spread 48 connections across both workers and failed when one worker took them all. Each half is now sent while the other worker is suspended, and the test asserts an exact 24 and 24 split

* test(integration): restore product-enforced timing bounds lost in the migration

Some TQ011 migrations dropped or loosened a bound whose time is the behaviour
under test. The websocket session cap only kept its floor, so a cap closing at
300 s would have passed, and several timeouts were bounded by the injected stall
instead of the configured product value

assert_enforced_within bounds an elapsed time by the configured value plus
explicit slack, with an optional floor. The websocket cap, the MCP validation
timeout, the guardrail litellm_params timeout, the prisma command timeouts, the
baseline projection lock timeout and the key metadata statement timeout use it.
The device code refusal keeps its 15 s margin, and the langfuse retried prompt
fetch is now bounded by a cold fetch of a steady prompt as well as by the
ignored retry-after

* fix(tests): wait for the supervisor to reap killed workers and fix real-kill migrations

The lenient worker healthcheck was the whole case budget, so uvicorn's supervisor sat
in a ping on the killed worker for up to that long before respawning it. It now uses
the graceful stop budget, and a worker kill returns only after the victim is reaped,
so pooled connections no longer race the dead worker's socket.

Several tests on main picked the multiprocessing resource tracker as their victim and
never killed a worker. Now that they kill a real one, presidio counts streams cut by
the death, delete_model waits for the config reload that removes a deleted model from
a replacement worker, and the wedged coordination Redis test kills before the wedge
and waits for every parked publish to fail before resuming Redis.

The redis cluster test imports the harness through the tests package so it collects
in the unit job, and the per-model fallback rig exposes the owned proxy it now needs.

* test(observability): only require S3 deliveries the killed worker could not have buffered

A real SIGKILL drops the victim's unflushed batch, so requests it already answered can't be expected to land. The test now requires every request served after the replacement to land, some of the surviving worker's burst share to land, and nothing unsent to land

---------

Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
2026-10-12 05:27:33 -07:00
yucheng-berri
7ff5010674
feat(guardrails): split logging_only_scope direction from input-failure policy (#45709)
* feat(guardrails): split logging_only_scope direction from input-failure policy

logging_only_scope is now direction-only (input, output, unset for both
directions). The new logging_only_continue_on_input_failure flag controls
whether a flagged or raising logging_only input scan still lets the
response be scanned. "both" stays accepted everywhere as a deprecated
alias for unset scope plus the flag set to true, normalized at callback
init while stored rows keep the written value.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(dashboard): narrow continue-on-input-failure update type and stay under guardrail_info max-lines

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(dashboard): keep custom-code guardrail controls readable with logging_only

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(dashboard): scope continue-on-input-failure to the default direction and restore verdict assertion

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(guardrails): remove the both value from logging_only_scope

logging_only_scope only shipped its both value in dev prereleases, so it is
dropped instead of kept as a deprecated alias. Leaving the scope unset and
setting logging_only_continue_on_input_failure gives the same behavior. A
stored both value is now treated like any other invalid scope: it is logged
and ignored on load, and rejected with 422 on create or update.

* fix(guardrails): tolerate an invalid logging_only_scope in the v1 guardrail list

A config.yaml guardrail whose logging_only_scope is no longer valid, such as
the removed both value, made GET /guardrails/list return 500 for every
guardrail. The v1 list now parses params with the same tolerant parser as
the v2 list, info and PATCH paths, so the bad value is logged and dropped.

* test(guardrails): drive continue-flag rejection tests through the real guardrail handler

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com>
2026-10-10 01:46:39 -07:00
devin-ai-integration[bot]
b1d0e45f8d
feat(policy-engine): stream detect-only post_call pipeline steps live when buffering is off (#45516)
* feat(policy-engine): stream detect-only post_call pipeline steps live when buffering is off

* fix(policy-engine): scan live pipeline streams a provider error cuts short and discard rewrites per step

A live detect-only pipeline now scans the chunks the client received when the provider fails mid-stream, then re-raises the error. Each step's rewrite is discarded right after the step, so later steps scan the text the client actually received.

* fix(proxy): keep a guardrail verdict recorded after a stream failure on the failure spend row

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-09 15:46:51 -07:00
devin-ai-integration[bot]
127278f951
feat(guardrails): add logging_only_scope to observe input, output, or both (#43695)
* feat(guardrails): add logging_only_scope to observe one direction

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore(guardrails): remove unrelated test churn

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): allow native lifecycle logging-only scope

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore(ui): regenerate api types for logging_only_scope

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): remove callbacks when scope validation fails

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): keep output-only scans when request copy fails

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(ui): configure logging_only_scope on guardrails

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): keep guardrails enforcing when logging_only_scope is invalid at load

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore(ui): avoid inline guardrail test fixtures

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): support directional scope in PATCH and provider UI

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(ui): format guardrail files for frontend lint

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(ui): reset unsupported directional scope selections

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): normalize logging-only scope and sanitize warning logs

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(ui): normalize scope in shared guardrail field

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(api): sync guardrail schema artifacts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): tolerate invalid stored logging-only scopes

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): add logging_only_scope integration audit cells

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): fix scope test lint issues

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): extend K4 chaos test timeout

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): restore stored guardrail row verbatim on rejected patch

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): satisfy collection lint budgets

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): validate masked params through TypeAdapter

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): tolerate invalid stored params on reads

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): keep constructor coercion in tolerant params parser

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(ui): edit logging_only_scope in the custom code guardrail modal

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(ui): extract custom code logging-only scope control

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): keep no-op PUT and logging_only scan-failure semantics stable

Three regressions from the logging_only_scope feature, fixed while keeping
the input/output/both selection working:

1. PUT with byte-identical litellm_params no longer forces a teardown +
   re-init of the live callback. reject_invalid_logging_only_scope now
   only validates; re-init still happens exactly when params/name change.
   Previously a description-only PUT re-appended the callback at the END
   of litellm.callbacks, reordering guardrails: with a BLOCK guardrail
   created before a MASK one, the mask started winning and blocked
   requests started succeeding (400 -> PUT 200 -> 200). Invalid unchanged
   scopes are still rejected with 422 without touching the live instance.

2. CustomGuardrail._scan_logged_call no longer swallows input-scan
   exceptions per branch: a raising or BLOCKED input scan aborts the
   logging_only hook again (one policy call, one verdict) for guardrails
   that never selected a logging_only_scope. Explicit input/output/both
   selection keeps selecting which scans run.

3. A failed PATCH now rolls the DB row back to exactly the stored raw
   litellm_params (a legacy 4-key row stays 4 keys) instead of expanding
   it to a full LitellmParams dump; pinned with a test. This matches the
   PUT rollback shape and is the faithful rollback.

* refactor(guardrails): type directional-scope provider list as a tuple

* fix(lint): stay within the basedpyright budget

- drop a Final annotation assigned inside the validation loop
  (reportGeneralTypeIssues over ceiling by one)
- rename the PR-introduced _configured_event_hooks to public
  configured_event_hooks; its cross-module import added the two
  reportPrivateUsage errors that pushed the rule over its ceiling

* fix(guardrails): keep the response verdict for explicit logging_only_scope=both on input-scan failure

Greptile P1: an explicitly configured both-direction observer asked for a
verdict on each direction, so a failed request scan must not silently drop
the response verdict. The implicit default (logging_only_scope None) keeps
the abort semantics of a logging_only hook whose scan raised, which is the
base behavior the earlier fix restored.

Also drops two test comments that restated their assertions (Greptile P2).

* test(guardrails): align logging_only_scope integration rows with abort-on-input-failure and encrypted params

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): keep the response scan when the request copy fails for explicit both scope

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-07 14:03:33 -07:00
devin-ai-integration[bot]
7a7d27c550
fix(guardrails): run the end-of-stream post_call scan when the client disconnects mid-stream (#43839)
* fix(guardrails): run end-of-stream post_call scan when the client disconnects mid-stream

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): close the guardrail stream chain in async_data_generator on client disconnect

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): leave the raw upstream response to the shielded finalizer on client disconnect

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): keep disconnect cleanup going when a streaming callback cleanup raises

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(proxy): assert the refund through a recorder instead of the mock

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): inspect tool calls released before a disconnect under incremental_diff and record a failed scan marker

The incremental_diff transform stream now scans tool calls it already released when the client disconnects, and a disconnect scan whose translation raises after the guardrail recorded success also records guardrail_failed_to_respond

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): pin that a text-only disconnect scan is not handed a tool_calls finish

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): cover disconnect scans on every streaming endpoint and client, plus outage, worker-kill and cache-hit cells

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): prove the cache-hit twin is served from the cache

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): type the disconnect-close streams so basedpyright stops reporting unknown arguments

* fix(guardrails): give the guardrail metadata cast a reason so the type discipline gate accepts it

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): scan released Messages and Responses tool calls on disconnect

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* style(guardrails): format the disconnect scan unit tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore(guardrails): drop mutable-ok markers that no longer suppress a rule

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): scan released Responses output after a finished item and end only in-flight Chat choices

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): type the disconnect scan test helpers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(guardrails): type request_data in the disconnect scan helpers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): type request_data in the disconnect scan test doubles

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): pin that chat streams with no tool call in flight end as released

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): scan only released chunks on disconnect and skip it once a block owns the verdict

The disconnect scan now uses the chunks actually yielded to the client, copies them before scanning,
skips when a mid-stream block or HTTP error already settled the verdict, and the iterator wrapper
only closes hooks that are async generators so plain async iterator hooks keep working

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): pin that a delivered guardrail error or final chunk settles the disconnect verdict

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): close any hook iterator that exposes aclose when the stream ends early

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): accept a synchronous aclose on custom streaming hook iterators

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(proxy): swallow callback aclose errors at end of stream

A custom callback whose async_post_call_streaming_iterator_hook returns a
non-generator async iterator with a raising aclose() failed the finished
stream: content plus usage reached the client and then the stream surfaced
an error SSE with no [DONE], or aborted a post_call pipeline's buffering
loop into a 500 with an empty body. Wrap the aclose invocation in
_wrap_streaming_iterator_with_enrichment in try/except and log a warning
naming the callback and the cleanup error, matching close_guarded_stream
and _close_guarded_layers. Iteration-time hook exceptions still propagate.

* fix(proxy): log only the error type when a callback aclose raises

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-05 01:44:43 -07:00
devin-ai-integration[bot]
264b09ac8d
fix(responses): scan and mask top-level instructions with guardrails (#43629)
* fix(responses): scan and mask top-level instructions with guardrails

The Responses guardrail translation handler put a non-empty top-level instructions field into structured_messages as a system row but never into the flat texts list, so guardrails that scan texts skipped it, flat-text masking could not rewrite it, and PANW latest-only selection failed its alignment guard whenever instructions were present.

Seed texts with the instructions row, carry that offset into the flat-text write-back so a rewritten row lands on data["instructions"], and account for the leading row in the PANW Responses alignment.

Resolves LIT-8931

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(responses): reject empty guardrail rewrites instead of forwarding raw input

An explicit texts=[] answer from a guardrail now fails the count check and
raises UnappliableRequestRewrite like any other misaligned rewrite; only a
missing texts key means no rewrite. Types the out-param as dict[str, object]
and adds integration coverage for instructions blocking, masking, empty
instructions, tool loops, latest-only and concurrent workers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): type the texts-replacing guardrail helper explicitly

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(responses): honor skip_system_message_in_guardrail for instructions and system input items

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): cover skip_system_message_in_guardrail on the live proxy

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(responses): keep skipped rows through full-coverage rewrites and align latest-only with skip_system

Trust a guardrail's structured_messages_cover_full_request claim only when it
returns as many rows as the full normalized request, otherwise merge the scoped
rows back so skipped instructions and system items survive the write-back.
Make PANW's Responses reasoning alignment skip-aware so latest-only still picks
the latest user turn when system content is excluded from texts.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): annotate new guardrail tests with return types

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(responses): treat an empty guardrail texts answer as no rewrite like chat completions

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): type the guardrail test doubles explicitly

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-30 11:44:35 -07:00
devin-ai-integration[bot]
317430db4e
fix(panw_prisma_airs): honor experimental_use_latest_role_message_only on every request shape (#42447)
* fix(panw_prisma_airs): apply experimental_use_latest_role_message_only to every request shape

Explicit true/false now applies to chat completions, Anthropic /v1/messages and /v1/responses alike; unset keeps latest-only for Anthropic and full history otherwise. Text indices are mapped back to their source message by value instead of by count, so Responses instructions, function_call_output and reasoning items no longer derail the alignment and silently rescan the whole history

Co-authored-by: scthornton <scthornton@gmail.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(panw_prisma_airs): type latest-message helpers against AllMessageValues

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(panw_prisma_airs): require forward and reverse text attribution to agree

A Responses function_call_output whose text equals the latest user turn could claim that turn's slot in a forward-only walk and demote the latest-only scan to an earlier message. Walk both directions and fall back to the full role-filter scan when they disagree

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(panw_prisma_airs): pick the latest human turn from messages, not from aligned texts

An image-only latest user turn no longer promotes an earlier user turn into the
latest-only scan; it scans nothing on the request side, as the Anthropic path did
before. A latest user/developer message whose text never reached texts (a trailing
Responses reasoning item) falls back to the role-filter scan instead of narrowing.
Types the test helpers, drops the narrating docstrings and adds regressions for both
shapes

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(panw_prisma_airs): log when latest-only selection leaves nothing to scan

An image-only latest user turn with experimental_use_latest_role_message_only=true intentionally yields zero scanner calls. Emit a debug line naming the call_id so operators can tell this apart from the guardrail not firing.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(panw_prisma_airs): keep Responses reasoning items out of latest-turn selection

The Responses translation handler gives reasoning input items the default user
role, so a reasoning item with text content after the latest prompt was picked
as the latest human turn and the real prompt went unscanned under
experimental_use_latest_role_message_only. Map reasoning items back to their
texts positions from the raw input and exclude them; fall back to the
role-filter scan when the raw items do not account for every text

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: scthornton <scthornton@gmail.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-28 21:16:18 +00:00
devin-ai-integration[bot]
eea1d0f269
fix(responses): stream guardrail pre-call block as SSE with a typed output item (#42507)
* fix(responses): stream guardrail pre-call block as SSE with a typed output item

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): import blocked usage helper from the guardrail utils module

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(e2e): drop narrating docstrings and poll without rebinding

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): cover pre-call guardrail block on /v1/responses stream and json

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): audit cells for responses guardrail block contract

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): observe upstream on the recorded chat route for responses denial cells

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): tidy responses denial audit cells

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): wait for worker count to recover after SIGKILL

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): require a replacement worker after SIGKILL

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(responses): type the blocked response test helpers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yucheng <yucheng@berri.ai>
2026-09-26 18:05:21 -07:00
devin-ai-integration[bot]
514bc181d6
test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694)
* test(integration): streamed Bedrock Messages usage cost equals the recorded spend (Pylon #6667)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): echoed cost-map model info is not persisted as deployment overrides (Pylon #6844)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): reset sweep runs on one pod per tick while replicas share the lease (Pylon #6521)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): bedrock post-call guardrail scans streamed Anthropic Messages tool use without 500 (Pylon #6503)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): realtime cached audio tokens bill at the audio cache-read rate (Pylon #6704)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): legacy GET /spend/logs returns at most the 10000 most recent rows and flags truncation (Pylon #6752)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): itemize Responses API cache write tokens as cache creation cost (Pylon #6454)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): migration entrypoint deploys pending migrations before proxy startup (Pylon #6649)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): opted-in team keys stop at the owner's personal budget (Pylon #6641)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): guardrail information stays in the spend log when the caller sends metadata on /v1/messages (Pylon #6614)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): key model allowlist is enforced on Bedrock passthrough routes (Pylon #6419)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): JWT mapped key backfills a null user email from token claims (Pylon #6266)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): scheduled budget reset recovers from a transient DB transport failure (Pylon #6582)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): team key lists models granted through a team access group (Pylon #6044)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): JWT subject without team claim lands in the configured default team (Pylon #5895)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): end-user spend lands for a key without user_id when the auth cache is Redis (Pylon #6021)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): stale-low redis counter still blocks team member over budget (Pylon #5824)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): prompt-carrying spend rows are written in byte-bounded statements (Pylon #6083)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): logs UI session_total_spend sums every round of a multi-round session (Pylon #5928)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): config.yaml guardrails are served by the guardrail usage detail and overview (Pylon #5813)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): plain chat request skips the object permission lookup (Pylon #5965)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): register july accounting regression contracts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): isolate cost map override clear on owned proxy

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): make reset lease claim and db relay refusal deterministic

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): poll pg_stat settle, bound unbanned relay refusals, clear reset lease on teardown

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): bound relay refusals so the budget sweep can reconnect

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-23 09:51:56 -07:00
devin-ai-integration[bot]
65468219db
test(integration): regression tests for August cost tracking and budgeting bugs (#42622)
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Terraform Provider / Provider endpoints vs proxy OpenAPI schema (push) Waiting to run
* test(integration): saving echoed model_info never persists cost map pricing as a deployment override (Pylon #6870)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): budget_duration change on /budget/update recomputes budget_reset_at (Pylon #6913)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): count_tokens on a budgeted key reserves no budget and a later completion still succeeds (Pylon #6966)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): /cost/estimate reports configured prices for a deployment absent from the cost map (Pylon #7014)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): cache the team member default budget in Redis as JSON (Pylon #7180)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): aggregated team daily activity reports whole-range team spend in one page (Pylon #7224)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): failed daily user rollup commits are retried so spend report and daily activity agree (Pylon #7268)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): CLI session token without org_id is charged to and capped by the team organization budget (Pylon #7291)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): gemini passthrough success releases its budget reservation from the spend counter (Pylon #7295)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): batch retrieval spend row sums reasoning tokens and counts output and error file failures (Pylon #7341)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): uncostable batches retire from the cost poll page so newer batches are costed (Pylon #7342)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): charge a team member added without any budget on its membership row (Pylon #7363)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): failed dispatched requests keep estimated input tokens in spend logs (Pylon #7519)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): bedrock passthrough converse guardrail ignores tool definitions (Pylon #7524)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): explicit null budget_duration on /team/new is not replaced by default_team_params (Pylon #7536)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): PATCH /organization/update with a null limit clears it (Pylon #7577)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): ultrafast service_tier bills ultrafast rates without leaking pricing fields upstream (Pylon #7587)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): keep the selected model in the response and spend log for an Azure Model Router alias (Pylon #7636)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): disconnected Bedrock /v1/messages stream still bills terminal usage (Pylon #7685)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): databricks cached prompt tokens bill at cache rates (Pylon #7738)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): completed batch spend row records reasoning tokens and error file failures (Pylon #7928)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): bill OCR annotation pages at annotation_cost_per_page (Pylon #7958)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): in-flight count tokens request reserves no key budget so a completion still reaches the provider (Pylon #7307)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): fail-closed key rejects known estimate over remaining budget before provider (Pylon #7691)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): streamed /v1/responses success callbacks keep provider response headers (Pylon #7775)

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Revert "test(integration): fail-closed key rejects known estimate over remaining budget before provider (Pylon #7691)"

This reverts commit 910348be7a.

* test(integration): reconcile contracts manifest for bundled regression tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): isolate proxy config writes in bundled regression tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): address review feedback on budget reset bounds and callback batch accumulation

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): avoid rebinding the cache identity accumulator

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): assert forwarded messages per cache identity call

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): make budget reset and team default tests deterministic

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-23 04:13:03 +00:00
Joshua Valluru
479360ae87 test(mcp): restore scoped execution and credential isolation regressions 2026-09-19 16:41:31 -07:00
Mateo Wang
57c757e9d7
Revert "test(mcp): verify scoped execution and OAuth credential isolation" 2026-09-19 16:10:47 -07:00
Joshua Valluru
daff22a884 test(mcp): grant the guardrail control team its server 2026-09-17 17:50:01 -07:00
Joshua Valluru
640b0e5fa9 test(mcp): discover concrete tools through a catalog key 2026-09-17 17:41:57 -07:00
Joshua Valluru
15b45839e1 test(mcp): enforce security regression contracts through live gateway 2026-09-17 17:37:40 -07:00
Yuneng Jiang
c00f1b4a5c
test: add extension and browser integration contracts
Some checks failed
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Adds integration contracts for MCP lifecycle, protocol errors and OAuth
configuration, A2A wire versions, the OpenAI consumer path, persisted
toolsets, callback delivery, guardrail effects, configured prices, the
filtered spend ledger, and a CircleCI-owned browser flow for project
detachment, with the ASGI, browser-state, client and MCP helpers they use.
Consolidates the eleven commits previously stacked on
litellm_integration_providers onto its rebased tip
2026-09-16 13:15:53 -07:00