* chore: drop Greptile from the PR template, AGENTS.md and CI
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* docs: require bot reviews to finish before ticking the review checkbox
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(fireworks_ai): add Decisions support for accounts/fireworks/routers/rune on /v1/systemone and /v1/decisions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(fireworks_ai): point the rune cost row at the public Fireworks docs
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(decisions): patch litellm.callbacks with monkeypatch in the Fireworks cached-cost test
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>
* test(managed_files): pin ownership checks on batch and fine-tuning create
Tenant B can create a batch or fine-tuning job from tenant A's managed
file id today. These fail on main for acreate_batch input_file_id and
acreate_fine_tuning_job training_file and validation_file
* fix(managed_files): check input file ownership on batch and fine-tuning create
Batch create and fine-tuning create only mapped the managed input file to
provider ids and never checked who owned it, so any key with access to the
model could build a batch or job on another tenant's file and then own the
outputs. Both now run check_file_ids_access like chat and responses do,
which 403s a non-owner and 404s a managed id with no ownership row.
Fine-tuning also checks validation_file, which was never looked at
* test(batches): pin that a pre-call ownership denial stops every batch create branch
LIT-4797 noted an endpoint-level check missed the load-balanced branch
because it dispatches first. The ownership check lives in the pre-call
hook, which runs before branch selection, so a 403 there must keep both
the load-balanced and unified-file branches from reaching the router
* test(integration): pin managed-file ownership on batch and fine-tuning create
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(managed_files): check ownership before the batch rate limiter reads the input file and keep key-owned resources across key regenerate
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>
* test(integration): build worker stacks concurrently and record proxy boot phases
The controller built every xdist worker's database, Redis, upstream and gateway
proxy one after another before any test ran, about 95 s per extensions shard,
and since every multi-worker suite is now isolated the same serial wait hits
mcp, security and cost too. The stacks now start on a thread pool bounded by
the CPU count. Each stack reads its endpoints and results directory from an
explicit environment instead of a patched os.environ, every stack that started
is registered for cleanup, and a failure in one stops the others before the
error is raised
Owned proxy startup.json now records the wall-clock spawn time, the worker
count and when the Prisma CLI child ran, when the port started accepting and
when the first worker answered readiness, and exit.json records when the stop
started and ended, so the boot time can be split and overlapping gateway boots
can be seen in the artifacts
* test(integration): boot one uvicorn worker where a test does not assert cross-worker behaviour
A 2-worker owned proxy takes about twice as long to become ready as a 1-worker
one, because the uvicorn parent imports the app and each spawned worker imports
it again. The passthrough upstream error visibility cases, the single-request
S3 dedupe cases and the single-request spend log payload cases send one or two
requests and assert on the response, the proxy log and the spend row, none of
which depends on a second worker, so they now boot the default single worker
Cases that do rely on two workers keep them, the concurrent S3 burst through a
sink outage, previous_response_id replay, response cache hits, the concurrent
spend bursts and upstream stop and recovery
* test(observability): settle OTel excluded-services traces by a quiet period instead of a full window
_trace_spans slept through its whole 15 or 30 s window on every call even when
the trace had long stopped growing. It now polls and returns once the trace
has spans and has not gained one for five tenant export intervals, and the
module pins the tenant batch exporter's schedule delay to 1 s so that bound is
set by the test rather than by the SDK default. Absence checks still run only
after the trace stopped growing, and against a build that leaks postgres spans
to the tenant they still fail
These cases also boot one uvicorn worker now. None of them asserts anything
about a second worker
---------
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
* 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>
MCP moves to two large nodes with two workers each, the same two cores per worker it passes with on xlarge. The census jobs only need the shard verifier and coverage, so they install those six locked packages with hashes on a small Docker executor instead of the full test setup. Postgres for the integration contracts allows 300 connections, since every isolated worker opens its own proxy pools. Management, accounting, providers and database keep their current sizes because a run on large machines pushed tests that already sit near their time budgets past them
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
* test(integration): isolate every multi-worker integration suite by default
Per-worker database, Redis, upstream and proxy were opt-in for management,
accounting, providers and extensions. mcp, security and cost ran 4 to 8
xdist workers against one shared proxy, database and Redis, and those suites
hold most of the integration flakes CircleCI records. Every run with more than
one worker now builds a private stack per worker, run_integration.sh no longer
starts or exports the shared proxy, upstream, database or Redis in that mode,
and each worker's scripted upstream runs in its own process instead of a
thread in the pytest controller.
Worker gateways get what the shared proxy used to provide: a peer for
management and mcp, the scripted cost map for cost, stdio MCP servers, and
coverage for mcp. mcp coverage now measures lines through sys.monitoring,
because branch measurement on CPython 3.12 uses the trace function and that
made a covered proxy take about 4x as long to become ready, which is why the
shared mcp proxy kept missing its 90 s readiness wait. Routing parity
snapshots now also read the worker databases, since its cost and mcp runs use
several workers. The security per-worker fixture is redundant and removed
* test(integration): give the nested probe root the files a worker gateway needs
Two worker probes now run isolated, so the nested controller boots a real per-worker upstream and proxy from the probe root. That upstream imports the fake OpenAI server and the cost map modules, and the proxy reads proxy_config.yaml, none of which the probe copied. The nested run also drops INTEGRATION_COVERAGE_FILE so it never writes into an outer coverage file
* test(integration): budget nested multi-worker runs for their worker stack boots
A nested run.py database run with more than one worker now boots a private database, Redis, upstream and proxy per worker, one after another, before any case runs. The fixed 60 s subprocess timeout left no room for that, so the 2 worker probes sat at 57-60 s on CircleCI. The subprocess budget is now the old 60 s plus 30 s per worker stack, and the outer pytest timeout keeps its previous 30 s of slack on top. 30 s is the slowest worker proxy readiness recorded in startup.json on the integration-cost job of workflow e09b108b (21.6-30.3 s on 4 CPUs, 2026-10-12)
---------
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
The redis-compat matrix and mcp-integration ran unit tests on five large
CircleCI machines per integration run. redis-compat now runs as a redis-py
matrix in the unit workflow with the same pinned redis-server 7.2.16 binary,
no reruns, and the redis-compat Codecov flag on the 5.3.1 leg. The MCP unit
directories not already claimed by mcp-elicitation and mcp-oauth run in a new
mcp-server shard whose report is also uploaded under the mcp-integration flag.
The Windows release wheel job installs Python from a checksum-verified
python.org installer with a bounded wait instead of Chocolatey, helm chart
testing waits on the rollout instead of sleeping, and roi-database no longer
checks out the repository twice.
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
* test(integration): migrate before timed owned proxy launch and gate credential probe on every worker
* test(integration): retry closed-connection samples and require both workers in the credential gate
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* fix(tests): retry owned_redis on a port already served in the target namespace
* fix(tests): keep owned Redis restarts failing loudly on a taken port
---------
Co-authored-by: yuneng <yuneng@berri.ai>
The probe test asserted that every request the peer saw carried the forwarded token, so a credential-less tool discovery session from either gateway (startup mapping, an OpenAPI registration elsewhere, or the 30s MCP reload) landing in the window failed it intermittently on the CircleCI mcp layout
The caller now sends an allowlisted x-integration-caller marker, which the gateway forwards on the caller's listing and call sessions but never on the probe or on background discovery. Probes and marked requests must carry exactly the forwarded token, the single tools/call must be one of the caller's, and anything left over may not carry any Authorization at all. The admission key scan still covers every request
Verified on a local two-gateway rig sharing Postgres and Redis while a thread registered and deleted OpenAPI servers on both gateways. The old assertions failed 207 of 240 runs there with the CI signature, the new ones 0 of 240. Dropping the token on the call session, on the listing session, or on the probe still fails all six cases
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
* test: migrate proxy security, schema migration and MCP legacy tests
* test: run the MCP proxy e2e upstream under the SDK1 peer in integration-mcp
* test: warm the baseline store before timing the locked projection
* test(e2e): hold the stack exclusively while the semantic filter flag is flipped
* test(mcp): scope the in-process proxy e2e fixtures to their module
The session-scoped autouse fixture deleted DATABASE_URL and overrode LITELLM_MASTER_KEY for the rest of the worker, which broke every later test in the integration mcp suite
* test(e2e): assert the semantic filter keeps listed tools instead of a ranking
Which Datadog tool an OpenAI embedding ranks first is not something litellm owns, so the test now checks that the kept tools are a non-empty subset of the key's listing within top_k
* test(mcp): keep the in-process proxy e2e tests on one worker
loadgroup spread the file's tests across workers and interleaved them with other files, so the module-scoped in-process proxy was torn down and restarted between tests and requests timed out
* test(mcp): name the upstream requests that carried the wrong token
The bare all() assertion hid which request broke the forwarded token, which made an intermittent CircleCI failure undiagnosable
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* feat(rust): support Claude Platform and Mantle Messages
* fix(ci): regenerate .greptile/files.json
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): preserve Mantle body betas
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): resolve Mantle default region
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): prefer regional endpoint host regions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(rust): format Bedrock regression tests
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>
* refactor(rust_bridge): group the Python modules Rust imports by name under rust_bridge/host
Rust reads Python-owned state (legacy callback registries, model capabilities) through
modules it imports by path. Put them in one folder with an AGENTS.md that states the
contract, and update the module path constants on the Rust side.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
* refactor(rust_bridge): route Python state reads through host accessors
* docs(rust_bridge): point test_support at the moved host contract test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(rust_bridge): move secret manager, transport and timeout accessors under host
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(greptile): register rust_bridge/host AGENTS.md in files.json
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
GPT reasoning-series models (gpt-5.x, gpt-6) on Bedrock Mantle chat completions now send max_completion_tokens, carrying a deployment or client max_tokens over with its value. Every other Mantle chat model keeps sending max_tokens.
* test: migrate tests/proxy_behavior into integration and unit tiers (partial)
* test(integration): run settings-dependent management tests on an owned proxy
* test(integration): assert stored values in the rewritten management rows
* test(integration): pin sibling team allocations against the org guaranteed throughput cap
* test(integration): keep Prisma clients out of the shared integration conftest import path
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* ci: run every CircleCI check from the integration workflow
* test(ci): keep the startup test CircleCI-owned
* test(ui): find reset log rows by request id so concurrent workers cannot page them out
* test(ui): retry the key budget window spec until the draft refresh fix lands
* ci(ui): set Playwright workers and retries on the CircleCI command only
The shared playwright.config.ts also drives the Buildkite UI suite, where 3 workers
ran out of memory on one of two runs. Buildkite keeps main's 1 worker and 2 retries
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* refactor(types): replace Any with proven types in 13 files
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(types): import NotRequired from typing_extensions for Python 3.10
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(types): hide input values in provider response validation errors
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(types): freeze tool call accumulator and drop duplicate cache check
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(types): accept null token text and float usage counts the old parsers handled
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e
* test: fix disk cache collection, ungate saturation check, drop RSS memory tests
* test: assert one delivered log per completion in Datadog and LangSmith checks
* test: drop SDK-direct e2e copies and align cost-map path filter cases
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* fix(home): serve the bundled whats_new.json by default so a release shows only its own launches
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit 4dd96800e8)
* style: annotate whats_new_url with str | None
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit d1ae7ea085)
* test(home): pin whats_new_url to the env var and regenerate the dashboard API types
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit 4bfec53865)
* test(public_endpoints): prove the /public/whats_new route serves the bundled list when no URL is configured
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(public_endpoints): drop the unused os import
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(home): pin whats_new_url to the env var so a baked-in default URL fails the suite
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(tests): sort the import blocks ruff flagged in test_public_endpoints
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(home): let the route test read the real whats_new_url default so a baked-in URL fails it
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): wait for customer spend rows and use owned OpenRouter cost
* ci: isolate integration workers and clean up resources after crashes
* docs: describe isolated extensions workers and shard census
* fix(ci): restore integration service and fixture guarantees
* fix(integration): preserve replay IDs and native route fixtures
* fix(tests): scope integration harness imports to each unit case
* fix(ci): preserve fixtures and wait for owned workers
* fix(ci): isolate nested runs and telemetry cases
* fix(ci): make worker readiness and fault tests deterministic
* chore(ci): drop MCP fixture repair already covered by main
* chore(ci): keep the local catalog fix from main
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* test: migrate selected llm translation contracts
* test: migrate anthropic completion translation tests
* test: migrate bedrock and cohere translation tests
* test: tighten bedrock translation migration
* test: migrate azure and openai model translation tests
* test: migrate openai and small-provider translation tests
* test: migrate gemini and vertex translation tests
* test: migrate optional params and rerank translation tests
* test: migrate huggingface, json and openrouter translation tests
* test: fix openrouter integration expectations
* test: migrate databricks, xai, cometapi and fireworks translation tests
* test: migrate ovhcloud, prompt and small provider translation tests
* test: split reasoning effort grid into unit and e2e
* test: migrate router and realtime guardrail translation tests
* test: migrate google interactions translation tests
* test: migrate a2a, evals, skills and hosted vllm translation tests
* test: remove remaining llm translation suite
* test: tighten migrated llm translation unit tests and land missing rows
Restores rows the first pass dropped or weakened (bedrock agentcore and openwebui thinking stream, anthropic prefix, citations and tool_choice, azure agents handler, huggingface bare api_base, optional params num_retries, alternating roles, rerank response type), replaces truthiness and call-count checks with whole-value assertions, and moves tests to the mirror file of the code they cover
* test: move cohere, databricks, fireworks and gemini rows to mirror files over mocked HTTP
Restores three TestCohereV2Transform methods the first pass nested out of collection, replaces direct transform calls with respx-backed completion calls, and drops the databricks and fireworks files that sat outside their mirror paths
* test: close lost-intent gaps found in review of the llm translation migration
Points the hosted-mock guard at the triton test's new integration path, restores exact rerank result assertions for infinity, drops the reasoning e2e fallback that passed for any multi-line answer, and adds the mixtral invoke system prompt variants, eval deletion, and async pdf url download that the legacy suite exercised
* test: assert provider acceptance in the reasoning effort e2e
The live half of the split grid proves each route accepts reasoning_effort. claude-fable-5-1 on the direct route answers without surfacing reasoning content, so a reasoning-presence check either fails on head or needs a fallback that passes for any answer. Wire shape stays covered by the unit grid
* test: cover async and stream-end paths the legacy translation suite exercised
Adds async variants for bedrock converse file and thinking content, bedrock embedding timeout and region resolution, interaction stream termination and success logging, xai reasoning token folding, and bytes chunks with a prefix before data:. Also scopes the vertex safety settings global in test_vertex_safety_settings with monkeypatch so it stops leaking into gemini request bodies on the same worker
* test: type the new llm translation e2e calls and mark moved fixture dirs as packages
* test: name the reasoning effort e2e models as module constants
* test: assert reasoning content, register the new gemini coverage ids and give the guardrail config e2e a unique name
* test: block the prompt the shared guardrail denies and drop the reasoning presence check
* test: drop the duplicate litellm import left by the main sync
---------
Co-authored-by: yuneng <yuneng@berri.ai>
* test: move guardrails, image, audio, batches, search legacy tests to unit
* test: restore the custom guardrail and remaining chunk 1 unit rows
* test: move the ocr matrix to e2e
* test: drop comments from moved tests and fix vertex ocr credentials
* test: move litellm utils and unified google legacy tests to their tiers
* test: move logging callback and pass-through unit legacy tests to their tiers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test: move store_model_in_db legacy tests and start the admin ui migration
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test: finish the proxy job rows and drop their CircleCI jobs
Moves the remaining multi-instance, openai endpoint, otel, pass-through and
top-level proxy tests into tests/integration with scripted upstreams, rewrites
the weak replacements to assert the outbound wire and exact responses, and
removes the build_and_test job group this PR owns from CircleCI
* test: tighten the key generation and error log assertions, rename migrated unit files to their mapped names
* test: shard the pagerduty unit tests and record the rust harness file on the coverage allowlist
* test: drive the SSO sign-in tests through a scripted IdP and isolate the cost center stand-in
* test: type the e2e beta header, prompt cache and secret manager values
* test: assert the missing model error message on the OpenAI routes
* test: drop the deleted otel base class import and restore mcp redaction and exact langfuse usage checks
* test: make the langfuse fixture directory a package for the layout check
* test: restore collected no-match cases, real langfuse and gcs payload checks, and gate the aws secret lane
* test: keep the ocr e2e pdf fixture next to the test
* test: put meta below covers on the streaming tool search e2e
* test: run the OCR matrix against a scripted upstream and fix two runner-only e2e failures
* test: count only OCR calls in the OCR matrix recorder
* test: pin OCR parse bodies and billed cost, group new e2e cases into classes
* ci: restore the python image anchor dropped in the main sync
---------
Co-authored-by: yuneng <yuneng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): label the Decisions yes / no answer type instead of noul
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(ui): drop the unused NOUL_HELP constant
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): say yes / no in the Decisions form validation message
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(databricks): call the ai_decide AI Function route for decisions and the auto-router
Databricks serves ai_decide at POST <host>/api/2.0/ai-functions/ai-decide, not
on a serving endpoint's /invocations route. The decisions provider and the
auto-router classifier now accept only the ai_decide model, post to that route
without a model field, unwrap the response envelope, and map a noul answer's
probability to the System One noul field.
* test(databricks): bound the megabyte model name test by scaling, not wall time
* test(databricks): assert the whole OpenAI-format decision and floor the liveliness bound
* test(decisions): move the Databricks OpenAI-format wire row to the ai_decide route
* fix(databricks): keep serving endpoint decisions beside the ai_decide route
* test(databricks): assert the whole classifier request body in the test routing case
* test(databricks): correct System One spend call type
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): restyle Decisions playground after OpenRouter's model playground
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): replace the Decisions JSON editor with a read-only cURL tab
The form is the only way to edit the request. The cURL tab shows the exact curl to the proxy with a $LITELLM_API_KEY placeholder and a copy button, so nothing can be typed into a broken payload
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): shell-quote the proxy URL in the Decisions cURL preview
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): send the Decisions cURL under the configured auth header and preview the validated payload
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(ui): name the cURL builder inputs to stay inside the lint budget
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): keep the Decisions cURL key placeholder shell-expandable
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): match the Decisions cURL URL to the send path and block copying an invalid payload
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(ui): share the Decisions error count helper and cover the cURL preview
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): load the Home page What's new launches from /public/whats_new at runtime
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): show the three newest What's new launches
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* build: ship whats_new.json in the wheel
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>
* refactor(decisions): rename the evaluation model mode to decisions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(decisions): canonicalize the health check mode without rebinding
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(decisions): replace canonical_model_mode with is_decisions_model_mode
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): preserve evaluation mode compatibility
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore: drop the rebuilt dashboard bundle from this PR
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(dashboard): format decision mode helper
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>
* fix(headroom): drop null tool_calls before calling /v1/compress
headroom-ai 0.27.0 through 0.30.0 iterate msg.get("tool_calls", []) and fail
with 'NoneType' object is not iterable when an assistant row carries an explicit
tool_calls: null, which the fail-closed guardrail then surfaces as a 502. Strip
the null key from rows sent to the compression service; real tool_calls lists
are forwarded unchanged
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(headroom): pin that SDK-echoed null tool_calls never reach /v1/compress
Main now withholds every assistant row from /v1/compress (#39974), so the
null tool_calls strip added here never runs on a row headroom-ai 0.27-0.30
fails on. Drop the strip and pin the customer's history shape through the
public OpenAI chat translation handler instead.
---------
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>
* feat(ui): add a Home page as the dashboard root with usage summary, recent launches, blog updates and a model leaderboard
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): fall back to spend-log request counts on Home when the gateway has recorded none
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(ui): cover the Home page totals, launches, leaderboard and updates feed
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): render Home Updates as rows and return up to 6 blog posts from /public/litellm_blog_posts
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): filter Home Updates by the new-model and api-change blog tags
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(blog): import NotRequired from typing_extensions for py3.10 and test the endpoint passes every fetched post through
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* revert(ui): drop the Updates filter chips, keep Updates as a plain row list
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(ui): restore generated schema.d.ts to main
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(ui): label the Home key button Create New Virtual Key
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(ui): drop the What's new sublabel on Home
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): show an error with retry when Home usage fails to load and move the Home test to the integration tier
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>
* wip
* refactor(rust): share Bedrock paths and Converse/Invoke wire types via llms-types
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): share Vertex AI locations, base URL and rawPredict paths via llms-types
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): give every llms-types format and provider its own folder
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): keep single-adapter projections in llms
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust): restructure llms and llms-types AGENTS.md into rules and references
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): keep provider mod.rs files as re-export entrypoints
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust): split llms and llms-types AGENTS.md rules into topic sections
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(rust): move llms-types tests inline and default the workspace to inline tests
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(rust): move llms tests inline beside the code they cover
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust): cover every provider format with AGENTS.md and keep each upstream URL in one file
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* ci: drop the check_rust_agents_md step
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* chore: regenerate greptile files.json for the new AGENTS.md files
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): make every llms-types mod.rs a re-export entrypoint and drop check_rust_agents_md
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust): register Messages providers in one match and drop the nested AGENTS.md list
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
* feat(dd_span_tagger): emit litellm_user_email span tag for JWT-authenticated requests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit b4f9e14a44)
* refactor(dd_span_tagger): use dotted litellm.user_email tag for consistency
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit 819faa01c3)
* feat(model_hub): surface model_info.description in model group info and Model Hub UI
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit b224b15b9d)
* refactor(router): aggregate model group description without in-place mutation
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit 342b93fe0a)
* test(dd_span_tagger): assert the user_email tag on the active span instead of on the patched setter
The two ported tests only inspected the mock that replaced the tag setter, which the test quality gate counts as two new mock-echo tests over main. They now read the tags that land on the active span
* refactor(router): read the model group description through the typed model_info reader
The ported lookup read model_info off the untyped deployment dict, which added three basedpyright errors over main. It now goes through the existing validated model_info reader
---------
Co-authored-by: milan <milan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
* fix(guardrails): scan or refuse attachments in the bedrock guardrail
* fix(guardrails): cover native pre_call and computer screenshots in the bedrock attachment scan
* fix(guardrails): classify every attachment shape the bedrock guardrail can receive
* test(guardrails): type the attachment-scanning test guardrail
* fix(guardrails): keep base behavior for Bedrock subclasses and malformed messages
- skip the attachment scan when a subclass overrides apply_guardrail
- ignore non-string message role/type instead of raising
- treat a null Converse document/video/audio block as absent
- keep the base request-body debug log for text-only calls
* fix(guardrails): let text documents, unpadded base64 images and request-override subclasses through as before
* fix(guardrails): let Converse text documents through and refuse documents that carry images
* fix(guardrails): scan images inside content documents instead of refusing them
* fix(guardrails): scan text document content with the Bedrock guardrail
* fix(guardrails): scan document title, context and nested documents
* Expand nested content documents without recursion
* Keep attachment scan within the type-discipline budget
* Take the image format and pixel size from the image bytes
* chore(guardrails): satisfy type-discipline gate after merging main
* chore(guardrails): drop docstrings added by the attachment scan
* fix(guardrails): scan Converse text documents and guardContent images
A Converse document whose source is text (or a list of text parts) now
goes through the Bedrock text scan instead of being refused as
unscannable, so the pass-through request that worked before this PR
keeps working. A Converse guardContent image is now scanned like any
other image. Byte and S3 document sources stay unscannable.
Adds the integration test that drives every scanned endpoint through a
real proxy against a scripted Bedrock ApplyGuardrail stub, and retypes
the touched hook signatures for the type gates.
* test(guardrails): cover Bedrock checks mode in the attachment integration test
Adds a checks-mode proxy to the rig: images are refused without calling Bedrock on every route, and a Converse text document is sent to InvokeGuardrailChecks.
* fix(guardrails): scan a Converse document's name and context whatever its source
A Converse PDF or S3 document let through by skip_unscannable_attachments now still has its name and context scanned as text, the same as the Anthropic document path.
---------
Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com>
* fix(langfuse): log token usage for /v1/responses calls
ResponseAPIUsage exposes input_tokens/output_tokens, so the Langfuse
generation logger read prompt_tokens/completion_tokens as 0 while cost
was still correct. Normalize the usage with
ResponseAPILoggingUtils._transform_response_api_usage_to_chat_usage
before extracting usage_details.
Resolves LIT-8238
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(langfuse): adapt responses-api usage regression test to langfuse v4 spans
The v4 migration exports usage_details as an OTEL span attribute via an
in-memory exporter instead of a mocked generation() call. Assert on the
exported span's langfuse.observation.usage_details with the same token
counts.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(langfuse): log token usage for streamed /v1/responses calls
An assembled /v1/responses stream reaches the logger with its usage stored
as a plain dict of chat fields, which the attribute reads saw as zero. Route
both ResponseAPIUsage and that dict through one normalizer.
* fix(langfuse): keep generations whose usage dict fails validation; cover streaming in the e2e
A usage dict whose token counts are not integers falls back to the raw
object, so the generation is still logged with zero usage instead of being
dropped. The live e2e now runs streamed and non-streamed /v1/responses.
* ci: re-run the e2e gate
* test(langfuse): run the real prompt helper and label the responses usage e2e cases
Drop the _add_prompt_to_generation_params pass-through patch from the
Responses usage unit tests so the real helper runs with the empty metadata
they already pass. Declare a Subject on both e2e parametrizations
(observability, /v1/responses, openai, stream and nonstream).
---------
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>
* test(integration): move the openai cost tracking cases from cost_tracking_cases.json to CostTrackingTestCase literals
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): move the remaining cost tracking cases, the cost map and the batch/realtime cases from cost_tracking_cases.json to Python literals (#45885)
Co-authored-by: kerry <kerry@berri.ai>
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>
