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Litellm oss staging 080626#29932
mateo-berri merged 20 commits into
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Relevant issues

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Pre-Submission checklist

Please complete all items before asking a LiteLLM maintainer to review your PR

  • I have added meaningful tests
  • My PR passes all unit tests on make test-unit
  • My PR's scope is as isolated as possible; it only solves 1 specific problem
  • I have requested a Greptile review by commenting @greptileai and received a Confidence Score of at least 4/5 before requesting a maintainer review

Delays in PR merge?

If you're seeing a delay in your PR being merged, ping the LiteLLM Team on Slack (#pr-review).

CI (LiteLLM team)

CI status guideline:

  • 50-55 passing tests: main is stable with minor issues.
  • 45-49 passing tests: acceptable but needs attention
  • <= 40 passing tests: unstable; be careful with your merges and assess the risk.
  • Branch creation CI run
    Link:

  • CI run for the last commit
    Link:

  • Merge / cherry-pick CI run
    Links:

Screenshots / Proof of Fix

Type

🆕 New Feature
🐛 Bug Fix
🧹 Refactoring
📖 Documentation
🚄 Infrastructure
✅ Test

Changes

kingdoooo and others added 16 commits June 8, 2026 17:21
…#29665) (#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create
* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py
… Converse API payload (#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
…ble in pass-through cost tracking (#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
…s to Chat transform (#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.
…hropic (#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR #20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.
…rovider (#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).
* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>
…in ui_sso.py (#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
…29493)

* feat(proxy): add disable_budget_reservation general setting (#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (#27639)
#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>
@codecov

codecov Bot commented Jun 8, 2026

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Codecov Report

❌ Patch coverage is 98.65772% with 4 lines in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
...der_handlers/openai_passthrough_logging_handler.py 92.00% 2 Missing ⚠️
litellm/integrations/focus/destinations/factory.py 87.50% 1 Missing ⚠️
litellm/llms/custom_httpx/llm_http_handler.py 93.75% 1 Missing ⚠️

📢 Thoughts on this report? Let us know!

@greptile-apps

greptile-apps Bot commented Jun 8, 2026

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Greptile Summary

This staging merge brings a broad set of fixes and features across caching, auth, pass-through logging, LLM transformations, and new provider support.

  • Billing header stripping is now provider-specific: the base AnthropicConfig and AnthropicMessagesConfig preserve x-anthropic-billing-header blocks (needed for Claude Code attribution on the first-party API), while every third-party provider (Bedrock, VertexAI, Azure AI, DeepSeek, Minimax) overrides should_strip_billing_metadata() to True.
  • Bedrock Mantle gains SigV4 signing support alongside existing Bearer-token auth; the sign_request hook is wired into BaseLLMHTTPHandler so the signed body bytes are sent verbatim on all code paths (streaming, non-streaming, compact).
  • Redis semantic cache is extended to extract a prompt from Responses-API input payloads in addition to chat messages; the new _get_safe_cache_lookup_kwargs helper prevents leaking arbitrary request fields into cache backends.

Confidence Score: 5/5

Safe to merge; all changes are well-tested and correctness-focused with no auth regressions.

The billing-header stripping change is intentional and covered by a parametrized test matrix across all 10 affected provider classes. Bedrock Mantle SigV4 signing is wired into all four handler code paths and guarded by unit tests that verify signed-bytes reach the wire. The disable_budget_reservation flag is opt-in, warns loudly on every request, and has both positive and negative tests. The Azure pass-through URL classification improvements have tests for Azure Speech/Vision false-positive cases. No auth bypasses, data-loss paths, or backwards-incompatible changes were identified.

No files require special attention.

Important Files Changed

Filename Overview
litellm/llms/anthropic/chat/transformation.py Adds should_strip_billing_metadata() hook defaulting to False; billing-header filtering in translate_system_message is now gated on this flag instead of always stripping.
litellm/llms/bedrock_mantle/responses/transformation.py Adds SigV4 signing support alongside Bearer-token auth; removes hard requirement for a bearer token; region resolution improved from litellm_params/api_base/env vars in priority order.
litellm/llms/custom_httpx/llm_http_handler.py Wires sign_request hook into all four code paths (sync/async x streaming/non-streaming and both compact handlers); fake-stream prep runs before signing so the signed bytes match the wire bytes exactly.
litellm/caching/caching.py Introduces _get_safe_cache_lookup_kwargs to pass only prompt-relevant fields (messages/input/metadata) to semantic cache backends; also properly propagates the semantic-similarity metadata back to the caller via the new helper.
litellm/caching/redis_semantic_cache.py Extended to extract prompts from Responses-API input payloads (string, list, dict, Pydantic models) via the new _get_prompt_from_kwargs / _collect_responses_input_text helpers.
litellm/proxy/auth/user_api_key_auth.py Adds general_settings parameter to _reserve_budget_after_common_checks; new disable_budget_reservation flag skips optimistic reservation with a logged warning.
litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py Adds _is_openai_compatible_url with suffix matching and Azure-path gating; all route classification helpers updated to use the more precise helpers.
litellm/proxy/pass_through_endpoints/success_handler.py is_openai_route now delegates to _is_openai_compatible_url, preventing non-OpenAI Azure Cognitive Services (Speech, Vision) from being misclassified as OpenAI routes.
litellm/llms/bedrock/chat/converse_transformation.py Stops sending empty additionalModelRequestFields and system fields to Bedrock Converse API when they have no content.
litellm/proxy/management_endpoints/ui_sso.py Fixes typo generic_role_mappoings_default_role -> generic_role_mappings_default_role; the old variable was used in only one place so the typo caused a silent failure (default role was always None).
litellm/responses/litellm_completion_transformation/transformation.py Fixes _transform_tool_choice to correctly translate {type: function, name: ...} (Responses-API format) into the Chat Completions nested {type: function, function: {name: ...}} shape instead of degrading to required.
litellm/integrations/focus/destinations/gcs_destination.py New GCS destination for Focus exports; reuses GCSBucketBase for auth and async HTTP client; correctly handles prefix, date, and hourly key structure.
litellm/llms/github_copilot/responses/transformation.py Adds github_copilot_supports_responses_api to gate native /v1/responses dispatch per model using model_cost metadata; used in ProviderConfigManager to fall back to chat-completions bridge for unsupported models.
litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/crowdstrike_aidr.py Enriches the CrowdStrike AIDR payload with model, user_id, and extra_info.user_name (from request metadata), giving the guardrail richer context.
litellm/proxy/_types.py Adds disable_budget_reservation field to ConfigGeneralSettings with detailed documentation of its trade-offs and when to use it.

Reviews (4): Last reviewed commit: "test(bedrock): assert empty additionalMo..." | Re-trigger Greptile

Comment thread litellm/proxy/pass_through_endpoints/success_handler.py Outdated
…rvices domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
@Sameerlite

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balcsida and others added 2 commits June 8, 2026 19:09
* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit
Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
@Sameerlite

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@greptileai

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
@Sameerlite

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LGTM; thanks!

@mateo-berri mateo-berri merged commit 32c88ca into litellm_internal_staging Jun 8, 2026
118 checks passed
@mateo-berri mateo-berri deleted the litellm_oss_staging_080626 branch June 8, 2026 20:49
mateo-berri pushed a commit that referenced this pull request Jun 11, 2026
Applied as the squash diff of PR #29788 (head 9800b2f), which landed
upstream inside the litellm_oss_staging_080626 sync (32c88ca, #29932)
and has no standalone commit to cherry-pick.
mateo-berri pushed a commit that referenced this pull request Jun 11, 2026
Applied as the squash diff of PR #29788 (head 9800b2f), which landed
upstream inside the litellm_oss_staging_080626 sync (32c88ca, #29932)
and has no standalone commit to cherry-pick.
mateo-berri pushed a commit that referenced this pull request Jun 11, 2026
… responses (#26153) (#27346)

Cherry-picked from staging squash 4a3860d.

stable/1.88.x predates the Usage.__init__ server_tool_use dict->ServerToolUse
coercion that staging carries (it landed via the squashed OSS sync #29932 /
32c88ca, not as a standalone commit). The calculate_usage
Usage(**returned_usage.model_dump()) round-trip on this line re-serializes
server_tool_use to a plain dict, so without that coercion the rebuilt usage
holds a dict and the regression test asserting a ServerToolUse type fails.
Restored the coercion in litellm/types/utils.py to satisfy the prerequisite --
it matches #27346's own first commit (coerce server_tool_use dict to
ServerToolUse in Usage.__init__), which was dropped from the squash only because
staging already carried it.
mateo-berri pushed a commit that referenced this pull request Jun 11, 2026
… responses (#26153) (#27346)

Cherry-picked from staging squash 4a3860d.

The rc line predates the Usage.__init__ server_tool_use dict->ServerToolUse
coercion that staging carries (it landed via the squashed OSS sync #29932 /
32c88ca, not as a standalone commit). The calculate_usage
Usage(**returned_usage.model_dump()) round-trip re-serializes server_tool_use
to a plain dict, so without that coercion the rebuilt usage holds a dict and the
regression test asserting a ServerToolUse type fails. Restored the coercion in
litellm/types/utils.py to satisfy the prerequisite -- it matches #27346's own
first commit (coerce server_tool_use dict to ServerToolUse in Usage.__init__),
which was dropped from the squash only because staging already carried it.
mateo-berri added a commit that referenced this pull request Jun 11, 2026
…AIDR, Mantle SigV4, NetApp streaming-cost fix, and team-scoped Datadog toward v1.89.0-rc.3 (#30179)

* fix(proxy): authorize batch files using upload target_model_names (LIT-3593) (#30009)

* fix(proxy): authorize batch files using upload target_model_names (LIT-3593)

After replace_model_in_jsonl, body.model is a stripped provider id. Reverse-mapping it via resolve_model_name_from_model_id is first-match on model_list and caused false 403s when multiple deployments share the same stripped name. Use target_model_names from the unified file id instead.

Co-authored-by: Cursor <[email protected]>

* fix(proxy): restore resolve_model_name_from_model_id for JSONL fallback path (LIT-3593)

Restores the reverse-lookup for the JSONL body.model fallback path so that
legacy/pre-target_model_names managed files still map stripped provider IDs
back to proxy aliases before auth. Also cleans up redundant `or None`.

Co-Authored-By: Claude Sonnet 4.6 <[email protected]>

* Revert "fix(proxy): restore resolve_model_name_from_model_id for JSONL fallback path (LIT-3593)"

This reverts commit 30d2e96.

---------

Co-authored-by: Cursor <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
(cherry picked from commit 2cd7e87)

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR

(cherry picked from commit 6fc715c)

* fix(guardrails): read CrowdStrike AIDR identity from both metadata bags (#29991)

Capture user_id and extra_info from metadata or litellm_metadata. The single-bag read dropped identity whenever a request carried a present litellm_metadata field (null or a user-supplied dict), since /chat/completions routes the authenticated identity into metadata while the guardrail read litellm_metadata first

(cherry picked from commit 1bbaf1c)

* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (#29788)

Applied as the squash diff of PR #29788 (head 9800b2f), which landed
upstream inside the litellm_oss_staging_080626 sync (32c88ca, #29932)
and has no standalone commit to cherry-pick. The rc line already carries
the prerequisite #29490 Responses route via the 040626 sync.

* fix: completion_cost AttributeError on streaming Anthropic web_search responses (#26153) (#27346)

Cherry-picked from staging squash 4a3860d.

The rc line predates the Usage.__init__ server_tool_use dict->ServerToolUse
coercion that staging carries (it landed via the squashed OSS sync #29932 /
32c88ca, not as a standalone commit). The calculate_usage
Usage(**returned_usage.model_dump()) round-trip re-serializes server_tool_use
to a plain dict, so without that coercion the rebuilt usage holds a dict and the
regression test asserting a ServerToolUse type fails. Restored the coercion in
litellm/types/utils.py to satisfy the prerequisite -- it matches #27346's own
first commit (coerce server_tool_use dict to ServerToolUse in Usage.__init__),
which was dropped from the squash only because staging already carried it.

* feat(datadog): add team-scoped Datadog callback support (#29947)

Cherry-picked from the PR head 9c049da (single-commit PR, merged to
litellm_oss_branch). Applied cleanly; no conflicts.

Note: black --check in this worktree flags pre-existing multi-line string
formatting in litellm_core_utils/litellm_logging.py (lines ~1006-1050) that is
already present on the patch/v1.89.0-rc.1 base and is untouched by this pick --
left as-is to avoid reformatting unrelated lines.

---------

Co-authored-by: Sameer Kankute <[email protected]>
Co-authored-by: Cursor <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Kent <[email protected]>
Co-authored-by: ishaan-berri <[email protected]>
Co-authored-by: aanchal22 <[email protected]>
mrgizmo212 pushed a commit to ttgaillc/ttginf that referenced this pull request Jun 16, 2026
Prerequisite for BerriAI#27346 (completion_cost AttributeError on streaming
Anthropic web_search). BerriAI#27346's per-chunk coercion is undone by the
existing Usage(**returned_usage.model_dump()) reconstruction in
calculate_usage, which round-trips server_tool_use back to a plain dict;
without this Usage.__init__ coercion the cost path still does attribute
access on a dict and raises. The same prerequisite was bundled into the
stable/1.88.x backport of BerriAI#27346 (24b9655).

Content-verified present on litellm_internal_staging via aggregator
32c88ca (Litellm oss staging 080626, BerriAI#29932); this restores only the
two-line coercion, not the rest of that aggregator.

(cherry picked from commit 32c88ca)
michaelxer pushed a commit to michaelxer/litellm that referenced this pull request Jun 17, 2026
* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (fixes BerriAI#29665) (BerriAI#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create

* fix(github-copilot): route per-model on /v1/responses based on model info (BerriAI#29747)

* feat(focus): add GCS destination for FOCUS export (BerriAI#29751)

* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py

* fix(bedrock): omit empty additionalModelRequestFields and system from Converse API payload (BerriAI#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible in pass-through cost tracking (BerriAI#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(responses): preserve forced-function tool_choice name in Responses to Chat transform (BerriAI#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic (BerriAI#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR BerriAI#20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.

* fix(cache): log hashed cache keys (BerriAI#29890)

* fix(ui): save routing groups as list (BerriAI#29889)

* Revert "fix(ui): save routing groups as list (BerriAI#29889)" (BerriAI#29928)

This reverts commit 9b1f78f.

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider (BerriAI#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).

* fix: normalize Anthropic passthrough server tool usage (BerriAI#29827)

* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>

* fix(proxy): fix typo generic_role_mappoings -> generic_role_mappings in ui_sso.py (BerriAI#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639) (BerriAI#29493)

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (BerriAI#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (BerriAI#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (BerriAI#27639)

* feat(gemini_tts): adding support to Gemini TTS languageCode parameters (BerriAI#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR (BerriAI#29517)

* fix(proxy): require OpenAI path segment for shared Azure Cognitive Services domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* fix: support Responses input in Redis semantic cache (BerriAI#29581)

* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit

* chore(ui): regenerate dashboard API types (npm run gen:api)

Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* test(bedrock): assert empty additionalModelRequestFields is omitted

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

---------

Co-authored-by: Kent <[email protected]>
Co-authored-by: codgician <[email protected]>
Co-authored-by: Praveen Ghuge <[email protected]>
Co-authored-by: Roi <[email protected]>
Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
Co-authored-by: Liam Scott <[email protected]>
Co-authored-by: abhay23-AI <[email protected]>
Co-authored-by: Ceder Dens <[email protected]>
Co-authored-by: 冯基魁 <[email protected]>
Co-authored-by: Kai Huang <[email protected]>
Co-authored-by: rinto <[email protected]>
Co-authored-by: Genmin <[email protected]>
Co-authored-by: Arnav Bhilwariya <[email protected]>
Co-authored-by: Armaan Sandhu <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: Dávid Balatoni <[email protected]>
michaelxer pushed a commit to michaelxer/litellm that referenced this pull request Jun 17, 2026
* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (fixes BerriAI#29665) (BerriAI#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create

* fix(github-copilot): route per-model on /v1/responses based on model info (BerriAI#29747)

* feat(focus): add GCS destination for FOCUS export (BerriAI#29751)

* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py

* fix(bedrock): omit empty additionalModelRequestFields and system from Converse API payload (BerriAI#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible in pass-through cost tracking (BerriAI#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(responses): preserve forced-function tool_choice name in Responses to Chat transform (BerriAI#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic (BerriAI#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR BerriAI#20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.

* fix(cache): log hashed cache keys (BerriAI#29890)

* fix(ui): save routing groups as list (BerriAI#29889)

* Revert "fix(ui): save routing groups as list (BerriAI#29889)" (BerriAI#29928)

This reverts commit 9b1f78f.

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider (BerriAI#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).

* fix: normalize Anthropic passthrough server tool usage (BerriAI#29827)

* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>

* fix(proxy): fix typo generic_role_mappoings -> generic_role_mappings in ui_sso.py (BerriAI#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639) (BerriAI#29493)

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (BerriAI#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (BerriAI#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (BerriAI#27639)

* feat(gemini_tts): adding support to Gemini TTS languageCode parameters (BerriAI#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR (BerriAI#29517)

* fix(proxy): require OpenAI path segment for shared Azure Cognitive Services domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* fix: support Responses input in Redis semantic cache (BerriAI#29581)

* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit

* chore(ui): regenerate dashboard API types (npm run gen:api)

Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* test(bedrock): assert empty additionalModelRequestFields is omitted

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

---------

Co-authored-by: Kent <[email protected]>
Co-authored-by: codgician <[email protected]>
Co-authored-by: Praveen Ghuge <[email protected]>
Co-authored-by: Roi <[email protected]>
Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
Co-authored-by: Liam Scott <[email protected]>
Co-authored-by: abhay23-AI <[email protected]>
Co-authored-by: Ceder Dens <[email protected]>
Co-authored-by: 冯基魁 <[email protected]>
Co-authored-by: Kai Huang <[email protected]>
Co-authored-by: rinto <[email protected]>
Co-authored-by: Genmin <[email protected]>
Co-authored-by: Arnav Bhilwariya <[email protected]>
Co-authored-by: Armaan Sandhu <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: Dávid Balatoni <[email protected]>
koladefaj pushed a commit to koladefaj/litellm that referenced this pull request Jun 17, 2026
* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (fixes BerriAI#29665) (BerriAI#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create

* fix(github-copilot): route per-model on /v1/responses based on model info (BerriAI#29747)

* feat(focus): add GCS destination for FOCUS export (BerriAI#29751)

* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py

* fix(bedrock): omit empty additionalModelRequestFields and system from Converse API payload (BerriAI#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible in pass-through cost tracking (BerriAI#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(responses): preserve forced-function tool_choice name in Responses to Chat transform (BerriAI#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic (BerriAI#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR BerriAI#20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.

* fix(cache): log hashed cache keys (BerriAI#29890)

* fix(ui): save routing groups as list (BerriAI#29889)

* Revert "fix(ui): save routing groups as list (BerriAI#29889)" (BerriAI#29928)

This reverts commit 9b1f78f.

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider (BerriAI#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).

* fix: normalize Anthropic passthrough server tool usage (BerriAI#29827)

* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>

* fix(proxy): fix typo generic_role_mappoings -> generic_role_mappings in ui_sso.py (BerriAI#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639) (BerriAI#29493)

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (BerriAI#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (BerriAI#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (BerriAI#27639)

* feat(gemini_tts): adding support to Gemini TTS languageCode parameters (BerriAI#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR (BerriAI#29517)

* fix(proxy): require OpenAI path segment for shared Azure Cognitive Services domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* fix: support Responses input in Redis semantic cache (BerriAI#29581)

* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit

* chore(ui): regenerate dashboard API types (npm run gen:api)

Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* test(bedrock): assert empty additionalModelRequestFields is omitted

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

---------

Co-authored-by: Kent <[email protected]>
Co-authored-by: codgician <[email protected]>
Co-authored-by: Praveen Ghuge <[email protected]>
Co-authored-by: Roi <[email protected]>
Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
Co-authored-by: Liam Scott <[email protected]>
Co-authored-by: abhay23-AI <[email protected]>
Co-authored-by: Ceder Dens <[email protected]>
Co-authored-by: 冯基魁 <[email protected]>
Co-authored-by: Kai Huang <[email protected]>
Co-authored-by: rinto <[email protected]>
Co-authored-by: Genmin <[email protected]>
Co-authored-by: Arnav Bhilwariya <[email protected]>
Co-authored-by: Armaan Sandhu <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: Dávid Balatoni <[email protected]>
factnn pushed a commit to factnn/litellm that referenced this pull request Jun 18, 2026
* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (fixes BerriAI#29665) (BerriAI#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create

* fix(github-copilot): route per-model on /v1/responses based on model info (BerriAI#29747)

* feat(focus): add GCS destination for FOCUS export (BerriAI#29751)

* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py

* fix(bedrock): omit empty additionalModelRequestFields and system from Converse API payload (BerriAI#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible in pass-through cost tracking (BerriAI#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(responses): preserve forced-function tool_choice name in Responses to Chat transform (BerriAI#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic (BerriAI#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR BerriAI#20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.

* fix(cache): log hashed cache keys (BerriAI#29890)

* fix(ui): save routing groups as list (BerriAI#29889)

* Revert "fix(ui): save routing groups as list (BerriAI#29889)" (BerriAI#29928)

This reverts commit 9b1f78f.

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider (BerriAI#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).

* fix: normalize Anthropic passthrough server tool usage (BerriAI#29827)

* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>

* fix(proxy): fix typo generic_role_mappoings -> generic_role_mappings in ui_sso.py (BerriAI#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639) (BerriAI#29493)

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (BerriAI#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (BerriAI#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (BerriAI#27639)

* feat(gemini_tts): adding support to Gemini TTS languageCode parameters (BerriAI#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR (BerriAI#29517)

* fix(proxy): require OpenAI path segment for shared Azure Cognitive Services domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* fix: support Responses input in Redis semantic cache (BerriAI#29581)

* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit

* chore(ui): regenerate dashboard API types (npm run gen:api)

Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

* test(bedrock): assert empty additionalModelRequestFields is omitted

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

---------

Co-authored-by: Kent <[email protected]>
Co-authored-by: codgician <[email protected]>
Co-authored-by: Praveen Ghuge <[email protected]>
Co-authored-by: Roi <[email protected]>
Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Claude Sonnet 4.6 <[email protected]>
Co-authored-by: Liam Scott <[email protected]>
Co-authored-by: abhay23-AI <[email protected]>
Co-authored-by: Ceder Dens <[email protected]>
Co-authored-by: 冯基魁 <[email protected]>
Co-authored-by: Kai Huang <[email protected]>
Co-authored-by: rinto <[email protected]>
Co-authored-by: Genmin <[email protected]>
Co-authored-by: Arnav Bhilwariya <[email protected]>
Co-authored-by: Armaan Sandhu <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: Dávid Balatoni <[email protected]>
marioleonardo pushed a commit to marioleonardo/litellm-mongodb-patched that referenced this pull request Jun 19, 2026
Prerequisite for BerriAI#27346 (completion_cost AttributeError on streaming
Anthropic web_search). BerriAI#27346's per-chunk coercion is undone by the
existing Usage(**returned_usage.model_dump()) reconstruction in
calculate_usage, which round-trips server_tool_use back to a plain dict;
without this Usage.__init__ coercion the cost path still does attribute
access on a dict and raises. The same prerequisite was bundled into the
stable/1.88.x backport of BerriAI#27346 (24b9655).

Content-verified present on litellm_internal_staging via aggregator
32c88ca (Litellm oss staging 080626, BerriAI#29932); this restores only the
two-line coercion, not the rest of that aggregator.

(cherry picked from commit 32c88ca)
fzowl pushed a commit to fzowl/litellm that referenced this pull request Jun 24, 2026
* feat(bedrock_mantle): add SigV4/IAM auth to Responses API route (fixes BerriAI#29665) (BerriAI#29788)

* feat(responses): add default no-op sign_request to BaseResponsesAPIConfig

* feat(responses): call sign_request after body is final, send signed bytes when signed

* feat(bedrock_mantle): add SigV4 sign_request via composed BaseAWSLLM (bearer path)

* test(bedrock_mantle): cover SigV4 access-key, AssumeRole, body bytes, region/auth consistency

* feat(bedrock_mantle): defer auth to sign_request; validate_environment no longer requires bearer

* docs(bedrock_mantle): document SigV4 + Bearer auth on Responses route

* test(responses): cover fake-stream signing order and mantle bearer arg/env precedence

* fix(bedrock_mantle): wrap all botocore credential errors with both-paths guidance

* fix(bedrock_mantle): catch specific credential errors, not all BotoCoreError, so STS transport failures are not masked

* fix(bedrock_mantle): sign the compact Responses route too, not just create

* fix(github-copilot): route per-model on /v1/responses based on model info (BerriAI#29747)

* feat(focus): add GCS destination for FOCUS export (BerriAI#29751)

* test: add failing tests for FocusGCSDestination

* feat: add FocusGCSDestination reusing GCSBucketBase auth

* feat: register FocusGCSDestination in factory; export from __init__

* fix(focus): preserve GCS_PATH_SERVICE_ACCOUNT when service_account_json not in config

* style: apply Black formatting to gcs_destination and tests

* style: apply Black formatting to factory.py

* fix(bedrock): omit empty additionalModelRequestFields and system from Converse API payload (BerriAI#29565)

Amazon Nova Pro (and other strict Bedrock models) return 400 Malformed input
request when additionalModelRequestFields: {} or system: [] are present in the
payload. Both fields are optional in CommonRequestObject (total=False) and must
be omitted rather than sent as empty structures.

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible in pass-through cost tracking (BerriAI#29730)

* fix(proxy): recognize *.cognitiveservices.azure.com as OpenAI-compatible

Azure OpenAI resources created via the newer "Azure AI Foundry" /
Cognitive Services pathway live on `*.cognitiveservices.azure.com`
subdomains, not the older `openai.azure.com`. Both are valid Azure
OpenAI surfaces in production today.

The OpenAI pass-through cost-tracking handler hard-codes only the older
hostname in five places (four `is_openai_*_route` methods on
OpenAIPassthroughLoggingHandler, plus is_openai_route on
PassThroughEndpointLogging). As a result, calls from newer Azure
deployments are silently classified as "not an OpenAI route", the
dispatch into the cost-tracking handler is skipped, and tokens/cost
never get extracted into LiteLLM_SpendLogs — the row gets written with
prompt_tokens=0, completion_tokens=0, spend=0, model='unknown'.

Reproduced 2026-06-04 against a real Azure OpenAI deployment on
`*.cognitiveservices.azure.com` proxied through LiteLLM v1.88.0.

Fix: factor the hostname check into a single helper
`_is_openai_compatible_host` listing all three recognized surfaces
(api.openai.com, openai.azure.com, cognitiveservices.azure.com), and
have all five call sites delegate to it. Purely additive — never
weakens recognition for the originally-supported hostnames.

Adds a test
`test_is_openai_route_recognizes_cognitiveservices_azure_com` that
exercises all four `is_openai_*_route` static methods against
`*.cognitiveservices.azure.com` URLs (positive cases per route + a
small cross-route negative to confirm route-specific path matching
still works on the new hostname).

Out of scope for this PR (separate followup):
  - `openai_passthrough_handler` calls chat/completions
    `transform_response` on Responses API payloads (`output:` not
    `choices:`), which throws inside the dispatch and drops the
    SpendLogs row entirely. Recognized + tracked separately.

* ci: trigger fresh run

Empty commit to re-run checks. The previous auth-and-jwt failure was
a transient HuggingFace Hub 429 rate-limit hitting tokenizer downloads
in tests/proxy_unit_tests/test_custom_tokenizer_bug.py — unrelated to
this PR's scope (hostname recognition in pass-through cost tracking).
No code change.

---------

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* fix(responses): preserve forced-function tool_choice name in Responses to Chat transform (BerriAI#29812)

The Responses API forces a specific function with a top-level name
({"type": "function", "name": "X"}), but _transform_tool_choice only handled the
nested Chat Completions shape and fell through to returning "required" for the flat
form, silently dropping the function name and degrading a forced function call to
force-any-tool. Map the flat Responses shape to the nested Chat shape, keeping the
"required" fallback when no name is present.

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic (BerriAI#29584)

* Preserve x-anthropic-billing-header system blocks for first-party Anthropic

PR BerriAI#20951 strips system blocks beginning with "x-anthropic-billing-header:" for
every Anthropic target. That block is how the first-party Anthropic API recognizes
Claude Code subscription (OAuth) traffic, so dropping it makes requests that carry
only that block, such as the auto-mode tool-safety classifier, fail with a
misleading 429 rate_limit_error; normal turns still work because they also carry
the "You are Claude Code" identity block.

Gate the strip behind should_strip_billing_metadata(), defaulting to False on the
first-party AnthropicConfig and AnthropicMessagesConfig so the block is kept, and
overridden to True on the providers that reach these transforms and reject the
block (Bedrock platform, Vertex, Azure for the chat path; Minimax, Azure, DeepSeek
for the messages path). Behavior for those providers is unchanged.

* Strip billing header on Bedrock invoke and Vertex messages pass-through

Two more subclasses reach the gated strip but inherited keep-by-default.
AmazonAnthropicClaudeConfig (Bedrock invoke) calls AnthropicConfig.transform_request,
which calls translate_system_message, and VertexAIPartnerModelsAnthropicMessagesConfig
(Vertex messages pass-through) calls super().transform_anthropic_messages_request.
Override should_strip_billing_metadata() to True on both.

Add a parametrized test asserting the flag for every first-party base (False) and
provider subclass (True), covering all overrides, plus a translate_system_message
regression test for the Bedrock invoke path.

* fix(cache): log hashed cache keys (BerriAI#29890)

* fix(ui): save routing groups as list (BerriAI#29889)

* Revert "fix(ui): save routing groups as list (BerriAI#29889)" (BerriAI#29928)

This reverts commit 9b1f78f.

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider (BerriAI#29842)

* feat(parasail): add Parasail as a JSON-configured OpenAI-compatible provider

Registers parasail in the openai_like JSON provider loader with both
/v1/chat/completions and /v1/responses support. Parasail's Responses API
rejects store:true and any request that omits store, so the loader gains a
force_store_false special_handling flag; the parasail entry sets it and
the generated Responses config overrides store=false on every call. This
keeps callers from hitting "State storage not supported" and matches what
Parasail's docs require.

Adds the PARASAIL enum value, listing under openai_compatible_providers,
provider documentation at docs/my-website/docs/providers/parasail.md, and
a focused unit test file under tests/test_litellm/llms/parasail/ that
covers JSON registration, chat URL construction, Responses URL
construction with PARASAIL_API_BASE override, and the force_store_false
regression in both the caller-sent-store=true and caller-omitted cases.

* fix(parasail): register in provider_endpoints_support, drop in-repo docs

Greptile review feedback. The provider doc belongs in the litellm-docs
repo, not this one's docs/my-website tree; removing it here. Adds the
parasail entry to provider_endpoints_support.json so the
check_provider_folders_documented.py CI check passes (chat_completions
and responses true; others false).

* fix: normalize Anthropic passthrough server tool usage (BerriAI#29827)

* test(anthropic): cover server_tool_use dict cost tracking

* fix: normalize Anthropic server tool usage

(cherry picked from commit 982f726)

* fix: keep server tool usage subscriptable

(cherry picked from commit 70280b9)

---------

Co-authored-by: Genmin <[email protected]>

* fix(proxy): fix typo generic_role_mappoings -> generic_role_mappings in ui_sso.py (BerriAI#29753)

Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639) (BerriAI#29493)

* feat(proxy): add disable_budget_reservation general setting (BerriAI#27639)

* feat(proxy): register disable_budget_reservation in ConfigGeneralSettings (BerriAI#27639)

* docs(proxy): document disable_budget_reservation concurrency tradeoff (BerriAI#27639)

* ci: re-trigger flaky docker build (prisma generate ECONNRESET)

* fix(proxy): warn and document budget enforcement tradeoff when disable_budget_reservation is set (BerriAI#27639)

* feat(gemini_tts): adding support to Gemini TTS languageCode parameters (BerriAI#29623)

* Adding support to Gemini TTS Language Code parameters

* Mapping Gemini TTS languageCode param in Docstring

* Use snake_case for language_code input keyMapping Gemini TTS languageCode param in Docstring

* Restoring files modified under enterprise/litellm_enterprise due to lint/formatting checks

---------

Co-authored-by: João Garrido <[email protected]>

* feat(guardrails): capture user and model metadata in CrowdStrike AIDR (BerriAI#29517)

* fix(proxy): require OpenAI path segment for shared Azure Cognitive Services domains

Address Greptile review: the `*.cognitiveservices.azure.com` /
`*.openai.azure.com` domains are shared by every Azure Cognitive Service
(Speech, Vision, Language, ...), so a hostname-only substring match
misclassified non-OpenAI Azure traffic as OpenAI routes.

- Replace the substring host test with suffix matching (rejects look-alike
  domains like cognitiveservices.azure.com.attacker.example).
- Add `_is_openai_compatible_url` that requires an OpenAI-style path marker
  (`/openai/` or `/v1/`) on the shared Azure domains, and use it in
  PassThroughEndpointLogging.is_openai_route (previously hostname-only).
- Add negative tests for Azure Speech/Vision paths and look-alike domains.


* fix: support Responses input in Redis semantic cache (BerriAI#29581)

* fix: support responses input in redis semantic cache

* test: cover redis semantic prompt extraction

* test: handle blank redis semantic text fallbacks

* chore: remove async cache dead statement

* test: cover redis semantic cache miss paths

* fix: filter sensitive cache lookup kwargs

* chore: rerun ci after huggingface rate limit

* chore(ui): regenerate dashboard API types (npm run gen:api)

Sync src/lib/http/schema.d.ts with the proxy OpenAPI spec: adds the
disable_budget_reservation general-settings field and picks up the
RateLimitError docstring reindent. Fixes the gen:api CI drift check.


* test(bedrock): assert empty additionalModelRequestFields is omitted

The Converse transformer now drops an empty additionalModelRequestFields
block instead of sending it as `{}`. Update test_bedrock_top_k_param so
models without top_k support (llama3) assert the key is absent rather than
equal to an empty dict.


---------

Co-authored-by: Kent <[email protected]>
Co-authored-by: codgician <[email protected]>
Co-authored-by: Praveen Ghuge <[email protected]>
Co-authored-by: Roi <[email protected]>
Co-authored-by: shin-berri <[email protected]>
Co-authored-by: yuneng-jiang <[email protected]>
Co-authored-by: Liam Scott <[email protected]>
Co-authored-by: abhay23-AI <[email protected]>
Co-authored-by: Ceder Dens <[email protected]>
Co-authored-by: 冯基魁 <[email protected]>
Co-authored-by: Kai Huang <[email protected]>
Co-authored-by: rinto <[email protected]>
Co-authored-by: Genmin <[email protected]>
Co-authored-by: Arnav Bhilwariya <[email protected]>
Co-authored-by: Armaan Sandhu <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: João Garrido <[email protected]>
Co-authored-by: Kenan Yildirim <[email protected]>
Co-authored-by: Dávid Balatoni <[email protected]>
blake-hamm added a commit to blake-hamm/bhamm-lab that referenced this pull request Jun 28, 2026
…to v1.90.0 (#232)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [https://github.com/BerriAI/litellm.git](https://github.com/BerriAI/litellm) | minor | `v1.89.4` → `v1.90.0` |

---

### Release Notes

<details>
<summary>BerriAI/litellm (https://github.com/BerriAI/litellm.git)</summary>

### [`v1.90.0`](https://github.com/BerriAI/litellm/releases/tag/v1.90.0)

[Compare Source](BerriAI/litellm@v1.89.4...v1.90.0-rc.1)

#### Verify Docker Image Signature

All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](BerriAI/litellm@0112e53).

**Verify using the pinned commit hash (recommended):**

A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

**Verify using the release tag (convenience):**

Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/v1.90.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

Expected output:

```
The following checks were performed on each of these signatures:
  - The cosign claims were validated
  - The signatures were verified against the specified public key
```

***

#### What's Changed

- fix(responses-bridge): map system-only chat request to system input item by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29817](BerriAI/litellm#29817)
- feat(bedrock): forward strict and additionalProperties to Converse toolSpec by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29814](BerriAI/litellm#29814)
- fix(mcp): highlight MCP cards red when the logged-in user is missing per-user env vars by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29856](BerriAI/litellm#29856)
- feat(ui): add budget duration to edit team member form by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29717](BerriAI/litellm#29717)
- fix(ui): make workflow runs page fill full width by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29868](BerriAI/litellm#29868)
- feat: standardize rate limit errors with category, rate\_limit\_type, model, and llm\_provider fields by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;27687](BerriAI/litellm#27687)
- fix(ui): default guardrails page to the Guardrails tab by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29872](BerriAI/litellm#29872)
- docs(readme): add Deploy on AWS/GCP Terraform section and fix deploy button rendering by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29879](BerriAI/litellm#29879)
- refactor(bedrock): build Converse toolSpec via a BedrockToolSpec dict subclass by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29869](BerriAI/litellm#29869)
- feat(litellm): add models and repository layers by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29686](BerriAI/litellm#29686)
- feat(ui): include internal routes in the dashboard's generated OpenAPI types by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29885](BerriAI/litellm#29885)
- feat(proxy): publish /v2/model/info in Swagger OpenAPI spec by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29900](BerriAI/litellm#29900)
- refactor(ui): single source of truth for migrated-page routing by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29949](BerriAI/litellm#29949)
- fix(ui/model-hub): render provider icons on the public model hub by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29958](BerriAI/litellm#29958)
- fix(ui): keep create guardrail modal open on outside click by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29871](BerriAI/litellm#29871)
- fix(ui): label default key type as "Full Access" on key edit page by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29870](BerriAI/litellm#29870)
- fix(ui): unify migrated-route URLs and migrate the API Reference page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29953](BerriAI/litellm#29953)
- fix(mcp): let non-creator users OAuth into OBO-mode MCP servers from the Tools page by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29867](BerriAI/litellm#29867)
- Litellm oss staging 080626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29932](BerriAI/litellm#29932)
- feat(galileo): add health check support for UI callback test by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29908](BerriAI/litellm#29908)
- fix(model-management): allow deleting a BYOK model after its team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29875](BerriAI/litellm#29875)
- feat(jwt-auth): opt-in fallback to DB team on unresolved JWT claim by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28913](BerriAI/litellm#28913)
- fix(team\_endpoints): don't block /team/update on unchanged team budget by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29525](BerriAI/litellm#29525)
- fix(fireworks): enable tool calling for glm-5p1 in model cost map by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29697](BerriAI/litellm#29697)
- fix(vertex): propagate Vertex AI metadata in streaming success callbacks by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29899](BerriAI/litellm#29899)
- fix(ui): show team projects to internal users on key creation by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28855](BerriAI/litellm#28855)
- build(deps): bump pyjwt to 2.13.0 and ws override to 8.20.1 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29982](BerriAI/litellm#29982)
- fix(team-management): delete a team's BYOK models when the team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29977](BerriAI/litellm#29977)
- feat(vantage): include organization metadata in FOCUS Tags export by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28184](BerriAI/litellm#28184)
- fix(guardrails): read CrowdStrike AIDR identity from both metadata bags by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29991](BerriAI/litellm#29991)
- fix(mcp): mirror upstream token lifetime instead of forcing a 1h OBO expiry by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29951](BerriAI/litellm#29951)
- feat(azure\_ai): add MAI-Image-2.5 image generation support by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29688](BerriAI/litellm#29688)
- fix(mcp): load MCP tool configuration tools via the OBO/passthrough-aware GET path by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29960](BerriAI/litellm#29960)
- fix(team): reserve team budget raises for proxy admins on /team/update by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;30030](BerriAI/litellm#30030)
- test(ui): data-driven App Router migration E2E smoke (default + server-root-path) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29974](BerriAI/litellm#29974)
- fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;24232](BerriAI/litellm#24232)
- chore(ui): remove dead App Router route stubs under (dashboard) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30045](BerriAI/litellm#30045)
- fix(ui/mcp): reset OAuth state on create-server modal close so a prior server's token no longer leaks into the next add-server session by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30000](BerriAI/litellm#30000)
- fix(mcp): allow team access-group grants in OAuth authorize/token access check by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30041](BerriAI/litellm#30041)
- docs(security): require a reproduction video for vulnerability reports by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30063](BerriAI/litellm#30063)
- feat(ui): add admin flag to disable in-product UI nudges for everyone by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29796](BerriAI/litellm#29796)
- chore(ui): remove dead dashboard files and unused dependencies by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30047](BerriAI/litellm#30047)
- fix(proxy): authorize batch files using upload target\_model\_names (LIT-3593) by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30009](BerriAI/litellm#30009)
- Add Claude Fable 5 across Anthropic, Bedrock, Vertex AI, and Azure AI by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30064](BerriAI/litellm#30064)
- Add Claude Fable 5 cost map entries (data-only hotfix for the hosted map) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30076](BerriAI/litellm#30076)
- fix(caching): restore stored prompt\_tokens on embedding cache hits instead of recomputing by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30046](BerriAI/litellm#30046)
- Litellm oss 090626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30021](BerriAI/litellm#30021)
- fix(proxy): self-heal startup/reload prisma reads on engine disconnect by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28803](BerriAI/litellm#28803)
- chore(ui): make knip recognize .mjs scripts and openapi-typescript by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30052](BerriAI/litellm#30052)
- fix(register\_model): preserve built-in cache pricing when registering custom overrides under unmapped keys by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30044](BerriAI/litellm#30044)
- \[internal copy of [#&#8203;28007](BerriAI/litellm#28007)] Fix/gcp model garden streaming by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28363](BerriAI/litellm#28363)
- feat(cli): per-agent `lite claude` / `codex` / `opencode` commands that wrap coding agents through the proxy by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29850](BerriAI/litellm#29850)
- fix(callbacks): forward callback\_settings to callback initializers and guard consumers against non-dict values by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30161](BerriAI/litellm#30161)
- fix(mcp): drop orphaned per-user credential rows when an MCP server is deleted by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30141](BerriAI/litellm#30141)
- fix(proxy): recover from cached-plan errors by reconnecting the Prisma client by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29983](BerriAI/litellm#29983)
- feat(proxy): add option to disable server-side prepared statements for DB lookups by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29984](BerriAI/litellm#29984)
- fix(release): stop backport releases from overwriting the latest badge by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30005](BerriAI/litellm#30005)
- feat: add conventional commits and coding guidelines by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30159](BerriAI/litellm#30159)
- fix(proxy): return 5xx on DB infra errors during auth; reserve 401 for genuine auth failures by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29986](BerriAI/litellm#29986)
- fix(ui): dev server 404s on migrated-page links because uiBase hardcodes /ui by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30169](BerriAI/litellm#30169)
- refactor(ui): consolidate dashboard to one shell in the (dashboard) layout by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30166](BerriAI/litellm#30166)
- fix(proxy): align /v1/model/info with router deployments by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30025](BerriAI/litellm#30025)
- fix: completion\_cost AttributeError on streaming Anthropic web\_search responses ([#&#8203;26153](BerriAI/litellm#26153)) by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;27346](BerriAI/litellm#27346)
- \[internal copy of [#&#8203;30137](BerriAI/litellm#30137)] perf(realtime): eliminate redundant per-frame JSON work on OpenAI realtime relay by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30142](BerriAI/litellm#30142)
- feat(bedrock): aws\_bedrock\_project\_id for bedrock-mantle project / workspace association by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30163](BerriAI/litellm#30163)
- chore(hooks): enforce Conventional Commits and Conventional Branches by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30174](BerriAI/litellm#30174)
- feat(rate-limiter): allow opting out of v3 TPM reservation and Redis circuit breaker by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30211](BerriAI/litellm#30211)
- feat(spend\_logs): opt-in native Postgres partitioning for SpendLogs retention by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29466](BerriAI/litellm#29466)
- feat(ui): migrate playground to path routing and colocate its files by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30185](BerriAI/litellm#30185)
- feat(ui): migrate projects and access-groups to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30226](BerriAI/litellm#30226)
- fix(proxy): coalesce NULL rollup metrics in aggregated daily-activity by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30151](BerriAI/litellm#30151)
- fix(anthropic\_passthrough): resolve costing model from message\_start chunk, litellm\_params and model\_group instead of 'unknown' by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30160](BerriAI/litellm#30160)
- feat(ui): migrate budgets, workflows, and guardrails-monitor to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30236](BerriAI/litellm#30236)
- feat(ui): migrate mcp-servers, search-tools, tag-management, vector-stores, and memory to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30261](BerriAI/litellm#30261)
- fix(a2a): forward agent\_extra\_headers through completion bridge by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28277](BerriAI/litellm#28277)
- fix(gemini-live): forward audio buffer commit and correct Vertex PCM rate by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29946](BerriAI/litellm#29946)
- fix(proxy): skip double-wrapping unified batch output file ids on retrieve by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30011](BerriAI/litellm#30011)
- feat: litellm oss 110626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30202](BerriAI/litellm#30202)
- fix(docker): copy only runtime artifacts into the final image by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30243](BerriAI/litellm#30243)
- feat(proxy): enforce key/team guardrails on bedrock passthrough routes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30194](BerriAI/litellm#30194)
- feat(gemini): forward web search tools in image generation by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30119](BerriAI/litellm#30119)
- fix: bedrock mantle fixes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30083](BerriAI/litellm#30083)
- feat(proxy): add require\_managed\_files setting for file uploads by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30186](BerriAI/litellm#30186)
- fix(mcp): honor server\_id for REST tool calls with shared upstream URLs by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30184](BerriAI/litellm#30184)
- fix(responses): presidio PII masking for Azure WebSocket and streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30003](BerriAI/litellm#30003)
- feat(passthrough): add configurable pass-through request timeouts by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30266](BerriAI/litellm#30266)
- fix(google\_genai): preserve complete SSE events in Vertex/Gemini image streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30270](BerriAI/litellm#30270)
- fix(proxy): populate access\_via\_team\_ids on /v1/model/info by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30274](BerriAI/litellm#30274)
- chore(oss): litellm oss staging 120626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30292](BerriAI/litellm#30292)
- feat(ui): migrate policies, guardrails, prompts, tool-policies, and skills to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30263](BerriAI/litellm#30263)
- feat(ui): migrate caching, cost-tracking, transform-request, ui-theme, and logs to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30267](BerriAI/litellm#30267)
- fix(ui): gate dashboard layout on ui config load so deep links work under SERVER\_ROOT\_PATH by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30312](BerriAI/litellm#30312)
- feat(ui): migrate admin-panel, logging-and-alerts, model-hub-table, and usage to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30268](BerriAI/litellm#30268)
- fix(otel): cap metric attribute cardinality with include/exclude lists by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30257](BerriAI/litellm#30257)
- fix(proxy): grace-period key rotation 401s; return deprecated-key lookup result directly by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30327](BerriAI/litellm#30327)
- chore(deps): bump vitest, brace-expansion, pypdf and tornado by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30220](BerriAI/litellm#30220)
- refactor(ui): remove unreachable /chat page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30178](BerriAI/litellm#30178)
- feat(ui): migrate agents and router-settings to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30323](BerriAI/litellm#30323)
- feat: strengthen coding conventions in CLAUDE.md by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30333](BerriAI/litellm#30333)
- feat(ui): cut the users page over to the /ui/users path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30334](BerriAI/litellm#30334)
- feat: ruff strict-rule suppressions baseline gate by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30303](BerriAI/litellm#30303)
- feat(guardrails): add Cisco AI Defense integration ([#&#8203;28249](BerriAI/litellm#28249)) by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30338](BerriAI/litellm#30338)
- chore(ui): remove dead UI components unreferenced by any page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30340](BerriAI/litellm#30340)
- ci: add osv-scanner lockfile scan workflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30222](BerriAI/litellm#30222)
- fix(otel): record full error message on standard exception event in otel v2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30380](BerriAI/litellm#30380)
- test(fireworks): mock whisper transcription tests instead of live calls by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30391](BerriAI/litellm#30391)
- build(ui): pin esbuild to 0.28.1 via overrides by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30390](BerriAI/litellm#30390)
- feat(ui): cut the organizations page over to the /ui/organizations path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30336](BerriAI/litellm#30336)
- fix(proxy): support SMTP implicit SSL (port 465) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30395](BerriAI/litellm#30395)
- fix(mcp): default Linear MCP registry entry to streamable HTTP by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30396](BerriAI/litellm#30396)
- fix(ui): stop Virtual Keys page from infinite render loop by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30397](BerriAI/litellm#30397)
- fix(streaming): guard raise\_on\_model\_repetition against empty choices by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30485](BerriAI/litellm#30485)
- feat(otel-v2): emit the 6 gen\_ai.client.\* metrics at parity with v1 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30326](BerriAI/litellm#30326)
- fix(mcp): drop phantom 401 span on delegated OAuth2 tool calls by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30494](BerriAI/litellm#30494)
- feat(ui): cut the teams page over to the /ui/teams path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30343](BerriAI/litellm#30343)
- fix(integrations): cap Anthropic cache\_control injection at 4 blocks by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30480](BerriAI/litellm#30480)
- chore(codecov): add Batches, Videos, and Realtime components by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30517](BerriAI/litellm#30517)
- test(batches): move orphan tests into tests/test\_litellm for CI coverage by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30510](BerriAI/litellm#30510)
- fix(guardrails): run pre\_call hook once for model-level guardrails by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30543](BerriAI/litellm#30543)
- fix(guardrails): stop re-initializing DB guardrails on every poll by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30542](BerriAI/litellm#30542)
- chore(oss): litellm oss staging 150626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30463](BerriAI/litellm#30463)
- ci(lint): add blanket-noqa, dataclass-default, and unused-noqa Ruff rules by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30516](BerriAI/litellm#30516)
- ci: ratchet lint and type-check gates (ruff preview, ANN, mypy, basedpyright) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30379](BerriAI/litellm#30379)
- fix(proxy): allow internal roles to access vector store CRUD routes by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30503](BerriAI/litellm#30503)
- fix(otel): stamp gen\_ai.input/output.messages on v2 spans by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30548](BerriAI/litellm#30548)
- fix(otel): export v2 gen\_ai client metrics to the configured meter provider by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30549](BerriAI/litellm#30549)
- fix(bedrock): preserve cache\_control for ARN models in /v1/messages adapter by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29823](BerriAI/litellm#29823)
- fix: greatly increase basedpyright slack by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30563](BerriAI/litellm#30563)
- fix(budget): recompute budget\_reset\_at when budget\_duration changes on /budget/update by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30555](BerriAI/litellm#30555)
- fix(otel): accept UPPER\_SNAKE\_CASE OTEL\_INSTRUMENTATION\_GENAI\_CAPTURE\_MESSAGE\_CONTENT in v2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30562](BerriAI/litellm#30562)
- chore(lint): remove PLR0915 too-many-statements ruff rule by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30574](BerriAI/litellm#30574)
- ci(lint): ratcheted type-discipline gate (mutable collections, casts, guards, kwargs, suppressions) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30500](BerriAI/litellm#30500)
- feat(proxy): add verification\_uri\_complete to CLI SSO device flow by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30571](BerriAI/litellm#30571)
- chore: litellm oss staging160626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30527](BerriAI/litellm#30527)
- fix(guardrails): return 400 not 500 when AIM blocks a request by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30573](BerriAI/litellm#30573)
- ci(lint): grandfather any-discipline with a per-file ratchet budget (50% headroom) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30582](BerriAI/litellm#30582)
- fix(audio): don't override explicit response\_format with verbose\_json by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30599](BerriAI/litellm#30599)
- fix(anthropic): price and surface response service\_tier in cost tracking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30558](BerriAI/litellm#30558)
- feat: add dev and wildcard proxy configs for local testing by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30556](BerriAI/litellm#30556)
- fix(proxy): list public team model name in /v1/models by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;30588](BerriAI/litellm#30588)
- ci: drop mypy entirely, standardize type checking on basedpyright by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30648](BerriAI/litellm#30648)
- feat(guardrails): surface OpenAI moderation violation\_categories on guardrail traces by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30659](BerriAI/litellm#30659)
- fix(proxy): resolve list files credentials from team BYOK deployments by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30495](BerriAI/litellm#30495)
- feat(proxy): add --max\_requests\_before\_restart\_jitter to stagger worker restarts by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30601](BerriAI/litellm#30601)
- fix(health): correct bedrock embedding health checks by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30583](BerriAI/litellm#30583)
- test: harden remaining pass-through CI flakes (image-gen spend poll, ruby assistants timeout) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30685](BerriAI/litellm#30685)
- test(pass\_through): harden vertex spendlog poll against transient empty reads by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30683](BerriAI/litellm#30683)
- fix(cost): stop non-string service\_tier from silently dropping cost tracking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30690](BerriAI/litellm#30690)
- feat(proxy): warn at startup when custom\_auth skips common\_checks enforcement by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30665](BerriAI/litellm#30665)
- fix(pod\_lock): release cron lock by matching async\_set\_cache JSON encoding by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30600](BerriAI/litellm#30600)
- ci: run a local fake OpenAI endpoint instead of the shared Railway mock by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30695](BerriAI/litellm#30695)
- ci(windows): pin uv to Python 3.11 so it ignores the preinstalled 3.14 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30704](BerriAI/litellm#30704)
- feat(ui): migrate models page to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30677](BerriAI/litellm#30677)
- refactor(ui): remove orphaned pass-through-settings route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30692](BerriAI/litellm#30692)
- fix(cost): stop non-string response service\_tier from dropping cost tracking by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30706](BerriAI/litellm#30706)
- feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30433](BerriAI/litellm#30433)
- chore: litellm oss 170626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30637](BerriAI/litellm#30637)
- fix(bedrock\_mantle): add SigV4 fallback to chat completions auth by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30714](BerriAI/litellm#30714)
- feat(search): add TinyFish as search provider by [@&#8203;simantak-dabhade](https://github.com/simantak-dabhade) in [#&#8203;30634](BerriAI/litellm#30634)
- feat(ui): migrate old usage report to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30694](BerriAI/litellm#30694)
- fix(proxy): enforce budgets against authoritative DB spend when the cross-pod counter is stale by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30684](BerriAI/litellm#30684)
- chore(ci): remove Agent Shin pull\_request\_target workflows by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30784](BerriAI/litellm#30784)
- chore: litellm oss staging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30745](BerriAI/litellm#30745)
- ci(zizmor): also run on litellm\_internal\_staging by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30789](BerriAI/litellm#30789)
- fix(test): drop references to removed Agent Shin workflows by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30791](https://github.com/BerriAI/litellm/pull/30791)
- chore: remove in-product survey and Claude Code feedback nudges by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30773](https://github.com/BerriAI/litellm/pull/30773)
- feat(ui): migrate api-keys landing to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30699](https://github.com/BerriAI/litellm/pull/30699)
- feat(proxy): configurable response headers and login-page hint by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;30792](https://github.com/BerriAI/litellm/pull/30792)
- ci(zizmor): gate PRs on medium+ findings and clear existing ones by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30797](https://github.com/BerriAI/litellm/pull/30797)
- fix(proxy): use e.request\_data for logging\_obj in ModifyResponseException streaming passthrough by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30800](https://github.com/BerriAI/litellm/pull/30800)
- chore: make pr template linear portion clearer by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30766](https://github.com/BerriAI/litellm/pull/30766)
- chore(typing): add boto3/botocore stubs so basedpyright resolves the AWS SDK by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30815](https://github.com/BerriAI/litellm/pull/30815)
- fix(otel): one v2 logger owns the global provider; scope tenant OTLP creds per exporter by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;30590](https://github.com/BerriAI/litellm/pull/30590)
- fix(passthrough): recover output tokens for interrupted anthropic streams by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30787](https://github.com/BerriAI/litellm/pull/30787)
- fix(proxy): record partial spend on the failure row for interrupted streams by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30788](https://github.com/BerriAI/litellm/pull/30788)
- fix(ui): repoint dead usage guide link to cost tracking docs by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30859](https://github.com/BerriAI/litellm/pull/30859)
- fix(ui): warn that team models are deleted in the delete-team modal by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29990](https://github.com/BerriAI/litellm/pull/29990)
- feat(caching): add valkey-semantic cache backend and fix semantic cache scope keys by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30675](https://github.com/BerriAI/litellm/pull/30675)
- test(ui): isolate OldTeams delete-warning tests from leaked mock by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30871](https://github.com/BerriAI/litellm/pull/30871)
- feat: add lint-gate target and truncation-proof summary to the strict ruff gate by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30877](https://github.com/BerriAI/litellm/pull/30877)
- chore(ui): rebuild ui for release by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30894](https://github.com/BerriAI/litellm/pull/30894)
- chore(ci): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30899](https://github.com/BerriAI/litellm/pull/30899)
- fix(watsonx): wrap string embedding input in array for WatsonX API by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30897](https://github.com/BerriAI/litellm/pull/30897)
- test: point router/completion/triton tests at the local fake OpenAI endpoint by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30900](https://github.com/BerriAI/litellm/pull/30900)
- feat(sandbox): e2b code execution primitive by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;30898](https://github.com/BerriAI/litellm/pull/30898)
- fix(ui): source api-keys identity from useAuthorized to stop "User ID is not set" by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30903](https://github.com/BerriAI/litellm/pull/30903)
- chore(ui): rebuild ui by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30906](https://github.com/BerriAI/litellm/pull/30906)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30907](https://github.com/BerriAI/litellm/pull/30907)
- fix(redis): prevent forcing SSLConnection when ssl=False in connection pool by [@&#8203;Jacopos311](https://github.com/Jacopos311) in [#&#8203;30770](https://github.com/BerriAI/litellm/pull/30770)
- fix(proxy): log UI setup failures instead of silently swallowing by [@&#8203;sarvesh1327](https://github.com/sarvesh1327) in [#&#8203;30819](https://github.com/BerriAI/litellm/pull/30819)

#### New Contributors

- [@&#8203;simantak-dabhade](https://github.com/simantak-dabhade) made their first contribution in [#&#8203;30634](BerriAI/litellm#30634)
- [@&#8203;Jacopos311](https://github.com/Jacopos311) made their first contribution in [#&#8203;30770](https://github.com/BerriAI/litellm/pull/30770)
- [@&#8203;sarvesh1327](https://github.com/sarvesh1327) made their first contribution in [#&#8203;30819](https://github.com/BerriAI/litellm/pull/30819)

**Full Changelog**: <BerriAI/litellm@v1.89.0...v1.90.0>

</details>

---

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- Branch creation
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🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update again.

---

 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box

---

This PR has been generated by [Mend Renovate](https://github.com/renovatebot/renovate).
<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0My4yMjAuMCIsInVwZGF0ZWRJblZlciI6IjQzLjIyMC4wIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6WyJkZXBlbmRlbmNpZXMiXX0=-->

Co-authored-by: Renovate Bot <[email protected]>
Reviewed-on: https://codeberg.org/blake-hamm/bhamm-lab/pulls/232
blake-hamm added a commit to blake-hamm/bhamm-lab that referenced this pull request Jun 28, 2026
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview) ([source](https://github.com/BerriAI/litellm)) | final | minor | `v1.85.1` → `v1.90.0` |

---

### Release Notes

<details>
<summary>BerriAI/litellm (ghcr.io/berriai/litellm)</summary>

### [`v1.90.0`](https://github.com/BerriAI/litellm/releases/tag/v1.90.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.90.0...v1.90.0)

##### Verify Docker Image Signature

All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0).

**Verify using the pinned commit hash (recommended):**

A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

**Verify using the release tag (convenience):**

Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/v1.90.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

Expected output:

```
The following checks were performed on each of these signatures:
  - The cosign claims were validated
  - The signatures were verified against the specified public key
```

***

##### What's Changed

- fix(responses-bridge): map system-only chat request to system input item by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29817](https://github.com/BerriAI/litellm/pull/29817)
- feat(bedrock): forward strict and additionalProperties to Converse toolSpec by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29814](https://github.com/BerriAI/litellm/pull/29814)
- fix(mcp): highlight MCP cards red when the logged-in user is missing per-user env vars by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29856](https://github.com/BerriAI/litellm/pull/29856)
- feat(ui): add budget duration to edit team member form by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29717](https://github.com/BerriAI/litellm/pull/29717)
- fix(ui): make workflow runs page fill full width by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29868](https://github.com/BerriAI/litellm/pull/29868)
- feat: standardize rate limit errors with category, rate\_limit\_type, model, and llm\_provider fields by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;27687](https://github.com/BerriAI/litellm/pull/27687)
- fix(ui): default guardrails page to the Guardrails tab by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29872](https://github.com/BerriAI/litellm/pull/29872)
- docs(readme): add Deploy on AWS/GCP Terraform section and fix deploy button rendering by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29879](https://github.com/BerriAI/litellm/pull/29879)
- refactor(bedrock): build Converse toolSpec via a BedrockToolSpec dict subclass by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29869](https://github.com/BerriAI/litellm/pull/29869)
- feat(litellm): add models and repository layers by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29686](https://github.com/BerriAI/litellm/pull/29686)
- feat(ui): include internal routes in the dashboard's generated OpenAPI types by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29885](https://github.com/BerriAI/litellm/pull/29885)
- feat(proxy): publish /v2/model/info in Swagger OpenAPI spec by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29900](https://github.com/BerriAI/litellm/pull/29900)
- refactor(ui): single source of truth for migrated-page routing by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29949](https://github.com/BerriAI/litellm/pull/29949)
- fix(ui/model-hub): render provider icons on the public model hub by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29958](https://github.com/BerriAI/litellm/pull/29958)
- fix(ui): keep create guardrail modal open on outside click by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29871](https://github.com/BerriAI/litellm/pull/29871)
- fix(ui): label default key type as "Full Access" on key edit page by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29870](https://github.com/BerriAI/litellm/pull/29870)
- fix(ui): unify migrated-route URLs and migrate the API Reference page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29953](https://github.com/BerriAI/litellm/pull/29953)
- fix(mcp): let non-creator users OAuth into OBO-mode MCP servers from the Tools page by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29867](https://github.com/BerriAI/litellm/pull/29867)
- Litellm oss staging 080626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29932](https://github.com/BerriAI/litellm/pull/29932)
- feat(galileo): add health check support for UI callback test by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29908](https://github.com/BerriAI/litellm/pull/29908)
- fix(model-management): allow deleting a BYOK model after its team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29875](https://github.com/BerriAI/litellm/pull/29875)
- feat(jwt-auth): opt-in fallback to DB team on unresolved JWT claim by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28913](https://github.com/BerriAI/litellm/pull/28913)
- fix(team\_endpoints): don't block /team/update on unchanged team budget by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29525](https://github.com/BerriAI/litellm/pull/29525)
- fix(fireworks): enable tool calling for glm-5p1 in model cost map by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29697](https://github.com/BerriAI/litellm/pull/29697)
- fix(vertex): propagate Vertex AI metadata in streaming success callbacks by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29899](https://github.com/BerriAI/litellm/pull/29899)
- fix(ui): show team projects to internal users on key creation by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28855](https://github.com/BerriAI/litellm/pull/28855)
- build(deps): bump pyjwt to 2.13.0 and ws override to 8.20.1 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29982](https://github.com/BerriAI/litellm/pull/29982)
- fix(team-management): delete a team's BYOK models when the team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29977](https://github.com/BerriAI/litellm/pull/29977)
- feat(vantage): include organization metadata in FOCUS Tags export by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28184](https://github.com/BerriAI/litellm/pull/28184)
- fix(guardrails): read CrowdStrike AIDR identity from both metadata bags by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29991](https://github.com/BerriAI/litellm/pull/29991)
- fix(mcp): mirror upstream token lifetime instead of forcing a 1h OBO expiry by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29951](https://github.com/BerriAI/litellm/pull/29951)
- feat(azure\_ai): add MAI-Image-2.5 image generation support by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29688](https://github.com/BerriAI/litellm/pull/29688)
- fix(mcp): load MCP tool configuration tools via the OBO/passthrough-aware GET path by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29960](https://github.com/BerriAI/litellm/pull/29960)
- fix(team): reserve team budget raises for proxy admins on /team/update by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;30030](https://github.com/BerriAI/litellm/pull/30030)
- test(ui): data-driven App Router migration E2E smoke (default + server-root-path) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29974](https://github.com/BerriAI/litellm/pull/29974)
- fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;24232](https://github.com/BerriAI/litellm/pull/24232)
- chore(ui): remove dead App Router route stubs under (dashboard) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30045](https://github.com/BerriAI/litellm/pull/30045)
- fix(ui/mcp): reset OAuth state on create-server modal close so a prior server's token no longer leaks into the next add-server session by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30000](https://github.com/BerriAI/litellm/pull/30000)
- fix(mcp): allow team access-group grants in OAuth authorize/token access check by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30041](https://github.com/BerriAI/litellm/pull/30041)
- docs(security): require a reproduction video for vulnerability reports by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30063](https://github.com/BerriAI/litellm/pull/30063)
- feat(ui): add admin flag to disable in-product UI nudges for everyone by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29796](https://github.com/BerriAI/litellm/pull/29796)
- chore(ui): remove dead dashboard files and unused dependencies by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30047](https://github.com/BerriAI/litellm/pull/30047)
- fix(proxy): authorize batch files using upload target\_model\_names (LIT-3593) by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30009](https://github.com/BerriAI/litellm/pull/30009)
- Add Claude Fable 5 across Anthropic, Bedrock, Vertex AI, and Azure AI by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30064](https://github.com/BerriAI/litellm/pull/30064)
- Add Claude Fable 5 cost map entries (data-only hotfix for the hosted map) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30076](https://github.com/BerriAI/litellm/pull/30076)
- fix(caching): restore stored prompt\_tokens on embedding cache hits instead of recomputing by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30046](https://github.com/BerriAI/litellm/pull/30046)
- Litellm oss 090626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30021](https://github.com/BerriAI/litellm/pull/30021)
- fix(proxy): self-heal startup/reload prisma reads on engine disconnect by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28803](https://github.com/BerriAI/litellm/pull/28803)
- chore(ui): make knip recognize .mjs scripts and openapi-typescript by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30052](https://github.com/BerriAI/litellm/pull/30052)
- fix(register\_model): preserve built-in cache pricing when registering custom overrides under unmapped keys by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30044](https://github.com/BerriAI/litellm/pull/30044)
- \[internal copy of [#&#8203;28007](https://github.com/BerriAI/litellm/issues/28007)] Fix/gcp model garden streaming by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28363](https://github.com/BerriAI/litellm/pull/28363)
- feat(cli): per-agent `lite claude` / `codex` / `opencode` commands that wrap coding agents through the proxy by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29850](https://github.com/BerriAI/litellm/pull/29850)
- fix(callbacks): forward callback\_settings to callback initializers and guard consumers against non-dict values by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30161](https://github.com/BerriAI/litellm/pull/30161)
- fix(mcp): drop orphaned per-user credential rows when an MCP server is deleted by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30141](https://github.com/BerriAI/litellm/pull/30141)
- fix(proxy): recover from cached-plan errors by reconnecting the Prisma client by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29983](https://github.com/BerriAI/litellm/pull/29983)
- feat(proxy): add option to disable server-side prepared statements for DB lookups by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29984](https://github.com/BerriAI/litellm/pull/29984)
- fix(release): stop backport releases from overwriting the latest badge by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30005](https://github.com/BerriAI/litellm/pull/30005)
- feat: add conventional commits and coding guidelines by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30159](https://github.com/BerriAI/litellm/pull/30159)
- fix(proxy): return 5xx on DB infra errors during auth; reserve 401 for genuine auth failures by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29986](https://github.com/BerriAI/litellm/pull/29986)
- fix(ui): dev server 404s on migrated-page links because uiBase hardcodes /ui by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30169](https://github.com/BerriAI/litellm/pull/30169)
- refactor(ui): consolidate dashboard to one shell in the (dashboard) layout by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30166](https://github.com/BerriAI/litellm/pull/30166)
- fix(proxy): align /v1/model/info with router deployments by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30025](https://github.com/BerriAI/litellm/pull/30025)
- fix: completion\_cost AttributeError on streaming Anthropic web\_search responses ([#&#8203;26153](https://github.com/BerriAI/litellm/issues/26153)) by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;27346](https://github.com/BerriAI/litellm/pull/27346)
- \[internal copy of [#&#8203;30137](https://github.com/BerriAI/litellm/issues/30137)] perf(realtime): eliminate redundant per-frame JSON work on OpenAI realtime relay by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30142](https://github.com/BerriAI/litellm/pull/30142)
- feat(bedrock): aws\_bedrock\_project\_id for bedrock-mantle project / workspace association by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30163](https://github.com/BerriAI/litellm/pull/30163)
- chore(hooks): enforce Conventional Commits and Conventional Branches by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30174](https://github.com/BerriAI/litellm/pull/30174)
- feat(rate-limiter): allow opting out of v3 TPM reservation and Redis circuit breaker by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30211](https://github.com/BerriAI/litellm/pull/30211)
- feat(spend\_logs): opt-in native Postgres partitioning for SpendLogs retention by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29466](https://github.com/BerriAI/litellm/pull/29466)
- feat(ui): migrate playground to path routing and colocate its files by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30185](https://github.com/BerriAI/litellm/pull/30185)
- feat(ui): migrate projects and access-groups to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30226](https://github.com/BerriAI/litellm/pull/30226)
- fix(proxy): coalesce NULL rollup metrics in aggregated daily-activity by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30151](https://github.com/BerriAI/litellm/pull/30151)
- fix(anthropic\_passthrough): resolve costing model from message\_start chunk, litellm\_params and model\_group instead of 'unknown' by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30160](https://github.com/BerriAI/litellm/pull/30160)
- feat(ui): migrate budgets, workflows, and guardrails-monitor to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30236](https://github.com/BerriAI/litellm/pull/30236)
- feat(ui): migrate mcp-servers, search-tools, tag-management, vector-stores, and memory to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30261](https://github.com/BerriAI/litellm/pull/30261)
- fix(a2a): forward agent\_extra\_headers through completion bridge by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28277](https://github.com/BerriAI/litellm/pull/28277)
- fix(gemini-live): forward audio buffer commit and correct Vertex PCM rate by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29946](https://github.com/BerriAI/litellm/pull/29946)
- fix(proxy): skip double-wrapping unified batch output file ids on retrieve by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30011](https://github.com/BerriAI/litellm/pull/30011)
- feat: litellm oss 110626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30202](https://github.com/BerriAI/litellm/pull/30202)
- fix(docker): copy only runtime artifacts into the final image by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30243](https://github.com/BerriAI/litellm/pull/30243)
- feat(proxy): enforce key/team guardrails on bedrock passthrough routes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30194](https://github.com/BerriAI/litellm/pull/30194)
- feat(gemini): forward web search tools in image generation by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30119](https://github.com/BerriAI/litellm/pull/30119)
- fix: bedrock mantle fixes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30083](https://github.com/BerriAI/litellm/pull/30083)
- feat(proxy): add require\_managed\_files setting for file uploads by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30186](https://github.com/BerriAI/litellm/pull/30186)
- fix(mcp): honor server\_id for REST tool calls with shared upstream URLs by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30184](https://github.com/BerriAI/litellm/pull/30184)
- fix(responses): presidio PII masking for Azure WebSocket and streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30003](https://github.com/BerriAI/litellm/pull/30003)
- feat(passthrough): add configurable pass-through request timeouts by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30266](https://github.com/BerriAI/litellm/pull/30266)
- fix(google\_genai): preserve complete SSE events in Vertex/Gemini image streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30270](https://github.com/BerriAI/litellm/pull/30270)
- fix(proxy): populate access\_via\_team\_ids on /v1/model/info by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30274](https://github.com/BerriAI/litellm/pull/30274)
- chore(oss): litellm oss staging 120626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30292](https://github.com/BerriAI/litellm/pull/30292)
- feat(ui): migrate policies, guardrails, prompts, tool-policies, and skills to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30263](https://github.com/BerriAI/litellm/pull/30263)
- feat(ui): migrate caching, cost-tracking, transform-request, ui-theme, and logs to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30267](https://github.com/BerriAI/litellm/pull/30267)
- fix(ui): gate dashboard layout on ui config load so deep links work under SERVER\_ROOT\_PATH by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30312](https://github.com/BerriAI/litellm/pull/30312)
- feat(ui): migrate admin-panel, logging-and-alerts, model-hub-table, and usage to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30268](https://github.com/BerriAI/litellm/pull/30268)
- fix(otel): cap metric attribute cardinality with include/exclude lists by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30257](https://github.com/BerriAI/litellm/pull/30257)
- fix(proxy): grace-period key rotation 401s; return deprecated-key lookup result directly by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30327](https://github.com/BerriAI/litellm/pull/30327)
- chore(deps): bump vitest, brace-expansion, pypdf and tornado by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30220](https://github.com/BerriAI/litellm/pull/30220)
- refactor(ui): remove unreachable /chat page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30178](https://github.com/BerriAI/litellm/pull/30178)
- feat(ui): migrate agents and router-settings to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30323](https://github.com/BerriAI/litellm/pull/30323)
- feat: strengthen coding conventions in CLAUDE.md by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30333](https://github.com/BerriAI/litellm/pull/30333)
- feat(ui): cut the users page over to the /ui/users path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30334](https://github.com/BerriAI/litellm/pull/30334)
- feat: ruff strict-rule suppressions baseline gate by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30303](https://github.com/BerriAI/litellm/pull/30303)
- feat(guardrails): add Cisco AI Defense integration ([#&#8203;28249](https://github.com/BerriAI/litellm/issues/28249)) by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30338](https://github.com/BerriAI/litellm/pull/30338)
- chore(ui): remove dead UI components unreferenced by any page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30340](https://github.com/BerriAI/litellm/pull/30340)
- ci: add osv-scanner lockfile scan workflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30222](https://github.com/BerriAI/litellm/pull/30222)
- fix(otel): record full error message on standard exception event in otel v2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30380](https://github.com/BerriAI/litellm/pull/30380)
- test(fireworks): mock whisper transcription tests instead of live calls by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30391](https://github.com/BerriAI/litellm/pull/30391)
- build(ui): pin esbuild to 0.28.1 via overrides by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30390](https://github.com/BerriAI/litellm/pull/30390)
- feat(ui): cut the organizations page over to the /ui/organizations path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30336](https://github.com/BerriAI/litellm/pull/30336)
- fix(proxy): support SMTP implicit SSL (port 465) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30395](https://github.com/BerriAI/litellm/pull/30395)
- fix(mcp): default Linear MCP registry entry to streamable HTTP by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30396](https://github.com/BerriAI/litellm/pull/30396)
- fix(ui): stop Virtual Keys page from infinite render loop by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30397](https://github.com/BerriAI/litellm/pull/30397)
- fix(streaming): guard raise\_on\_model\_repetition against empty choices by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30485](https://github.com/BerriAI/litellm/pull/30485)
- feat(otel-v2): emit the 6 gen\_ai.client.\* metrics at parity with v1 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30326](https://github.com/BerriAI/litellm/pull/30326)
- fix(mcp): drop phantom 401 span on delegated OAuth2 tool calls by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30494](https://github.com/BerriAI/litellm/pull/30494)
- feat(ui): cut the teams page over to the /ui/teams path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30343](https://github.com/BerriAI/litellm/pull/30343)
- fix(integrations): cap Anthropic cache\_control injection at 4 blocks by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30480](https://github.com/BerriAI/litellm/pull/30480)
- chore(codecov): add Batches, Videos, and Realtime components by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30517](https://github.com/BerriAI/litellm/pull/30517)
- test(batches): move orphan tests into tests/test\_litellm for CI coverage by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30510](https://github.com/BerriAI/litellm/pull/30510)
- fix(guardrails): run pre\_call hook once for model-level guardrails by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30543](https://github.com/BerriAI/litellm/pull/30543)
- fix(guardrails): stop re-initializing DB guardrails on every poll by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30542](https://github.com/BerriAI/litellm/pull/30542)
- chore(oss): litellm oss staging 150626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30463](https://github.com/BerriAI/litellm/pull/30463)
- ci(lint): add blanket-noqa, dataclass-default, and unused-noqa Ruff rules by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30516](https://github.com/BerriAI/litellm/pull/30516)
- ci: ratchet lint and type-check gates (ruff preview, ANN, mypy, basedpyright) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30379](https://github.com/BerriAI/litellm/pull/30379)
- fix(proxy): allow internal roles to access vector store CRUD routes by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30503](https://github.com/BerriAI/litellm/pull/30503)
- fix(otel): stamp gen\_ai.input/output.messages on v2 spans by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30548](https://github.com/BerriAI/litellm/pull/30548)
- fix(otel): export v2 gen\_ai client metrics to the configured meter provider by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30549](https://github.com/BerriAI/litellm/pull/30549)
- fix(bedrock): preserve cache\_control for ARN models in /v1/messages adapter by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29823](https://github.com/BerriAI/litellm/pull/29823)
- fix: greatly increase basedpyright slack by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30563](https://github.com/BerriAI/litellm/pull/30563)
- fix(budget): recompute budget\_reset\_at when budget\_duration changes on /budget/update by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30555](https://github.com/BerriAI/litellm/pull/30555)
- fix(otel): accept UPPER\_SNAKE\_CASE OTEL\_INSTRUMENTATION\_GENAI\_CAPTURE\_MESSAGE\_CONTENT in v2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30562](https://github.com/BerriAI/litellm/pull/30562)
- chore(lint): remove PLR0915 too-many-statements ruff rule by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30574](https://github.com/BerriAI/litellm/pull/30574)
- ci(lint): ratcheted type-discipline gate (mutable collections, casts, guards, kwargs, suppressions) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30500](https://github.com/BerriAI/litellm/pull/30500)
- feat(proxy): add verification\_uri\_complete to CLI SSO device flow by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30571](https://github.com/BerriAI/litellm/pull/30571)
- chore: litellm oss staging160626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30527](https://github.com/BerriAI/litellm/pull/30527)
- fix(guardrails): return 400 not 500 when AIM blocks a request by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30573](https://github.com/BerriAI/litellm/pull/30573)
- ci(lint): grandfather any-discipline with a per-file ratchet budget (50% headroom) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30582](https://github.com/BerriAI/litellm/pull/30582)
- fix(audio): don't override explicit response\_format with verbose\_json by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30599](https://github.com/BerriAI/litellm/pull/30599)
- fix(anthropic): price and surface response service\_tier in cost tracking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30558](https://github.com/BerriAI/litellm/pull/30558)
- feat: add dev and wildcard proxy configs for local testing by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30556](https://github.com/BerriAI/litellm/pull/30556)
- fix(proxy): list public team model name in /v1/models by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;30588](https://github.com/BerriAI/litellm/pull/30588)
- ci: drop mypy entirely, standardize type checking on basedpyright by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30648](https://github.com/BerriAI/litellm/pull/30648)
- feat(guardrails): surface OpenAI moderation violation\_categories on guardrail traces by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30659](https://github.com/BerriAI/litellm/pull/30659)
- fix(proxy): resolve list files credentials from team BYOK deployments by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30495](https://github.com/BerriAI/litellm/pull/30495)
- feat(proxy): add --max\_requests\_before\_restart\_jitter to stagger worker restarts by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30601](https://github.com/BerriAI/litellm/pull/30601)
- fix(health): correct bedrock embedding health checks by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30583](https://github.com/BerriAI/litellm/pull/30583)
- test: harden remaining pass-through CI flakes (image-gen spend poll, ruby assistants timeout) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30685](https://github.com/BerriAI/litellm/pull/30685)
- test(pass\_through): harden vertex spendlog poll against transient empty reads by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30683](https://github.com/BerriAI/litellm/pull/30683)
- fix(cost): stop non-string service\_tier from silently dropping cost tracking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30690](https://github.com/BerriAI/litellm/pull/30690)
- feat(proxy): warn at startup when custom\_auth skips common\_checks enforcement by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30665](https://github.com/BerriAI/litellm/pull/30665)
- fix(pod\_lock): release cron lock by matching async\_set\_cache JSON encoding by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30600](https://github.com/BerriAI/litellm/pull/30600)
- ci: run a local fake OpenAI endpoint instead of the shared Railway mock by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30695](https://github.com/BerriAI/litellm/pull/30695)
- ci(windows): pin uv to Python 3.11 so it ignores the preinstalled 3.14 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30704](https://github.com/BerriAI/litellm/pull/30704)
- feat(ui): migrate models page to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30677](https://github.com/BerriAI/litellm/pull/30677)
- refactor(ui): remove orphaned pass-through-settings route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30692](https://github.com/BerriAI/litellm/pull/30692)
- fix(cost): stop non-string response service\_tier from dropping cost tracking by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30706](https://github.com/BerriAI/litellm/pull/30706)
- feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30433](https://github.com/BerriAI/litellm/pull/30433)
- chore: litellm oss 170626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30637](https://github.com/BerriAI/litellm/pull/30637)
- fix(bedrock\_mantle): add SigV4 fallback to chat completions auth by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30714](https://github.com/BerriAI/litellm/pull/30714)
- feat(search): add TinyFish as search provider by [@&#8203;simantak-dabhade](https://github.com/simantak-dabhade) in [#&#8203;30634](https://github.com/BerriAI/litellm/pull/30634)
- feat(ui): migrate old usage report to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30694](https://github.com/BerriAI/litellm/pull/30694)
- fix(proxy): enforce budgets against authoritative DB spend when the cross-pod counter is stale by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30684](https://github.com/BerriAI/litellm/pull/30684)
- chore(ci): remove Agent Shin pull\_request\_target workflows by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30784](https://github.com/BerriAI/litellm/pull/30784)
- chore: litellm oss staging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30745](https://github.com/BerriAI/litellm/pull/30745)
- ci(zizmor): also run on litellm\_internal\_staging by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30789](https://github.com/BerriAI/litellm/pull/30789)
- fix(test): drop references to removed Agent Shin workflows by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30791](https://github.com/BerriAI/litellm/pull/30791)
- chore: remove in-product survey and Claude Code feedback nudges by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30773](https://github.com/BerriAI/litellm/pull/30773)
- feat(ui): migrate api-keys landing to App Router path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30699](https://github.com/BerriAI/litellm/pull/30699)
- feat(proxy): configurable response headers and login-page hint by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;30792](https://github.com/BerriAI/litellm/pull/30792)
- ci(zizmor): gate PRs on medium+ findings and clear existing ones by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30797](https://github.com/BerriAI/litellm/pull/30797)
- fix(proxy): use e.request\_data for logging\_obj in ModifyResponseException streaming passthrough by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30800](https://github.com/BerriAI/litellm/pull/30800)
- chore: make pr template linear portion clearer by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30766](https://github.com/BerriAI/litellm/pull/30766)
- chore(typing): add boto3/botocore stubs so basedpyright resolves the AWS SDK by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30815](https://github.com/BerriAI/litellm/pull/30815)
- fix(otel): one v2 logger owns the global provider; scope tenant OTLP creds per exporter by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;30590](https://github.com/BerriAI/litellm/pull/30590)
- fix(passthrough): recover output tokens for interrupted anthropic streams by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30787](https://github.com/BerriAI/litellm/pull/30787)
- fix(proxy): record partial spend on the failure row for interrupted streams by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30788](https://github.com/BerriAI/litellm/pull/30788)
- fix(ui): repoint dead usage guide link to cost tracking docs by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30859](https://github.com/BerriAI/litellm/pull/30859)
- fix(ui): warn that team models are deleted in the delete-team modal by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29990](https://github.com/BerriAI/litellm/pull/29990)
- feat(caching): add valkey-semantic cache backend and fix semantic cache scope keys by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30675](https://github.com/BerriAI/litellm/pull/30675)
- test(ui): isolate OldTeams delete-warning tests from leaked mock by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30871](https://github.com/BerriAI/litellm/pull/30871)
- feat: add lint-gate target and truncation-proof summary to the strict ruff gate by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30877](https://github.com/BerriAI/litellm/pull/30877)
- chore(ui): rebuild ui for release by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30894](https://github.com/BerriAI/litellm/pull/30894)
- chore(ci): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30899](https://github.com/BerriAI/litellm/pull/30899)
- fix(watsonx): wrap string embedding input in array for WatsonX API by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30897](https://github.com/BerriAI/litellm/pull/30897)
- test: point router/completion/triton tests at the local fake OpenAI endpoint by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30900](https://github.com/BerriAI/litellm/pull/30900)
- feat(sandbox): e2b code execution primitive by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;30898](https://github.com/BerriAI/litellm/pull/30898)
- fix(ui): source api-keys identity from useAuthorized to stop "User ID is not set" by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30903](https://github.com/BerriAI/litellm/pull/30903)
- chore(ui): rebuild ui by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30906](https://github.com/BerriAI/litellm/pull/30906)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30907](https://github.com/BerriAI/litellm/pull/30907)
- fix(redis): prevent forcing SSLConnection when ssl=False in connection pool by [@&#8203;Jacopos311](https://github.com/Jacopos311) in [#&#8203;30770](https://github.com/BerriAI/litellm/pull/30770)
- fix(proxy): log UI setup failures instead of silently swallowing by [@&#8203;sarvesh1327](https://github.com/sarvesh1327) in [#&#8203;30819](https://github.com/BerriAI/litellm/pull/30819)

##### New Contributors

- [@&#8203;simantak-dabhade](https://github.com/simantak-dabhade) made their first contribution in [#&#8203;30634](https://github.com/BerriAI/litellm/pull/30634)
- [@&#8203;Jacopos311](https://github.com/Jacopos311) made their first contribution in [#&#8203;30770](https://github.com/BerriAI/litellm/pull/30770)
- [@&#8203;sarvesh1327](https://github.com/sarvesh1327) made their first contribution in [#&#8203;30819](https://github.com/BerriAI/litellm/pull/30819)

**Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.89.0...v1.90.0>

### [`v1.90.0`](https://github.com/BerriAI/litellm/releases/tag/v1.90.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.89.4...v1.90.0)

##### Verify Docker Image Signature

All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0).

**Verify using the pinned commit hash (recommended):**

A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

**Verify using the release tag (convenience):**

Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules:

```bash
cosign verify \
  --key https://raw.githubusercontent.com/BerriAI/litellm/v1.90.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.90.0
```

Expected output:

```
The following checks were performed on each of these signatures:
  - The cosign claims were validated
  - The signatures were verified against the specified public key
```

***

##### What's Changed

- fix(responses-bridge): map system-only chat request to system input item by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29817](https://github.com/BerriAI/litellm/pull/29817)
- feat(bedrock): forward strict and additionalProperties to Converse toolSpec by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29814](https://github.com/BerriAI/litellm/pull/29814)
- fix(mcp): highlight MCP cards red when the logged-in user is missing per-user env vars by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29856](https://github.com/BerriAI/litellm/pull/29856)
- feat(ui): add budget duration to edit team member form by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29717](https://github.com/BerriAI/litellm/pull/29717)
- fix(ui): make workflow runs page fill full width by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29868](https://github.com/BerriAI/litellm/pull/29868)
- feat: standardize rate limit errors with category, rate\_limit\_type, model, and llm\_provider fields by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;27687](https://github.com/BerriAI/litellm/pull/27687)
- fix(ui): default guardrails page to the Guardrails tab by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29872](https://github.com/BerriAI/litellm/pull/29872)
- docs(readme): add Deploy on AWS/GCP Terraform section and fix deploy button rendering by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29879](https://github.com/BerriAI/litellm/pull/29879)
- refactor(bedrock): build Converse toolSpec via a BedrockToolSpec dict subclass by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29869](https://github.com/BerriAI/litellm/pull/29869)
- feat(litellm): add models and repository layers by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29686](https://github.com/BerriAI/litellm/pull/29686)
- feat(ui): include internal routes in the dashboard's generated OpenAPI types by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29885](https://github.com/BerriAI/litellm/pull/29885)
- feat(proxy): publish /v2/model/info in Swagger OpenAPI spec by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29900](https://github.com/BerriAI/litellm/pull/29900)
- refactor(ui): single source of truth for migrated-page routing by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29949](https://github.com/BerriAI/litellm/pull/29949)
- fix(ui/model-hub): render provider icons on the public model hub by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29958](https://github.com/BerriAI/litellm/pull/29958)
- fix(ui): keep create guardrail modal open on outside click by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29871](https://github.com/BerriAI/litellm/pull/29871)
- fix(ui): label default key type as "Full Access" on key edit page by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29870](https://github.com/BerriAI/litellm/pull/29870)
- fix(ui): unify migrated-route URLs and migrate the API Reference page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29953](https://github.com/BerriAI/litellm/pull/29953)
- fix(mcp): let non-creator users OAuth into OBO-mode MCP servers from the Tools page by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29867](https://github.com/BerriAI/litellm/pull/29867)
- Litellm oss staging 080626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29932](https://github.com/BerriAI/litellm/pull/29932)
- feat(galileo): add health check support for UI callback test by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29908](https://github.com/BerriAI/litellm/pull/29908)
- fix(model-management): allow deleting a BYOK model after its team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29875](https://github.com/BerriAI/litellm/pull/29875)
- feat(jwt-auth): opt-in fallback to DB team on unresolved JWT claim by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28913](https://github.com/BerriAI/litellm/pull/28913)
- fix(team\_endpoints): don't block /team/update on unchanged team budget by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29525](https://github.com/BerriAI/litellm/pull/29525)
- fix(fireworks): enable tool calling for glm-5p1 in model cost map by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29697](https://github.com/BerriAI/litellm/pull/29697)
- fix(vertex): propagate Vertex AI metadata in streaming success callbacks by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29899](https://github.com/BerriAI/litellm/pull/29899)
- fix(ui): show team projects to internal users on key creation by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28855](https://github.com/BerriAI/litellm/pull/28855)
- build(deps): bump pyjwt to 2.13.0 and ws override to 8.20.1 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29982](https://github.com/BerriAI/litellm/pull/29982)
- fix(team-management): delete a team's BYOK models when the team is deleted by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29977](https://github.com/BerriAI/litellm/pull/29977)
- feat(vantage): include organization metadata in FOCUS Tags export by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28184](https://github.com/BerriAI/litellm/pull/28184)
- fix(guardrails): read CrowdStrike AIDR identity from both metadata bags by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29991](https://github.com/BerriAI/litellm/pull/29991)
- fix(mcp): mirror upstream token lifetime instead of forcing a 1h OBO expiry by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29951](https://github.com/BerriAI/litellm/pull/29951)
- feat(azure\_ai): add MAI-Image-2.5 image generation support by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29688](https://github.com/BerriAI/litellm/pull/29688)
- fix(mcp): load MCP tool configuration tools via the OBO/passthrough-aware GET path by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29960](https://github.com/BerriAI/litellm/pull/29960)
- fix(team): reserve team budget raises for proxy admins on /team/update by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;30030](https://github.com/BerriAI/litellm/pull/30030)
- test(ui): data-driven App Router migration E2E smoke (default + server-root-path) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29974](https://github.com/BerriAI/litellm/pull/29974)
- fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;24232](https://github.com/BerriAI/litellm/pull/24232)
- chore(ui): remove dead App Router route stubs under (dashboard) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30045](https://github.com/BerriAI/litellm/pull/30045)
- fix(ui/mcp): reset OAuth state on create-server modal close so a prior server's token no longer leaks into the next add-server session by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30000](https://github.com/BerriAI/litellm/pull/30000)
- fix(mcp): allow team access-group grants in OAuth authorize/token access check by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30041](https://github.com/BerriAI/litellm/pull/30041)
- docs(security): require a reproduction video for vulnerability reports by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30063](https://github.com/BerriAI/litellm/pull/30063)
- feat(ui): add admin flag to disable in-product UI nudges for everyone by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29796](https://github.com/BerriAI/litellm/pull/29796)
- chore(ui): remove dead dashboard files and unused dependencies by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30047](https://github.com/BerriAI/litellm/pull/30047)
- fix(proxy): authorize batch files using upload target\_model\_names (LIT-3593) by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30009](https://github.com/BerriAI/litellm/pull/30009)
- Add Claude Fable 5 across Anthropic, Bedrock, Vertex AI, and Azure AI by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30064](https://github.com/BerriAI/litellm/pull/30064)
- Add Claude Fable 5 cost map entries (data-only hotfix for the hosted map) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30076](https://github.com/BerriAI/litellm/pull/30076)
- fix(caching): restore stored prompt\_tokens on embedding cache hits instead of recomputing by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30046](https://github.com/BerriAI/litellm/pull/30046)
- Litellm oss 090626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30021](https://github.com/BerriAI/litellm/pull/30021)
- fix(proxy): self-heal startup/reload prisma reads on engine disconnect by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28803](https://github.com/BerriAI/litellm/pull/28803)
- chore(ui): make knip recognize .mjs scripts and openapi-typescript by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30052](https://github.com/BerriAI/litellm/pull/30052)
- fix(register\_model): preserve built-in cache pricing when registering custom overrides under unmapped keys by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30044](https://github.com/BerriAI/litellm/pull/30044)
- \[internal copy of [#&#8203;28007](https://github.com/BerriAI/litellm/issues/28007)] Fix/gcp model garden streaming by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28363](https://github.com/BerriAI/litellm/pull/28363)
- feat(cli): per-agent `lite claude` / `codex` / `opencode` commands that wrap coding agents through the proxy by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29850](https://github.com/BerriAI/litellm/pull/29850)
- fix(callbacks): forward callback\_settings to callback initializers and guard consumers against non-dict values by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30161](https://github.com/BerriAI/litellm/pull/30161)
- fix(mcp): drop orphaned per-user credential rows when an MCP server is deleted by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;30141](https://github.com/BerriAI/litellm/pull/30141)
- fix(proxy): recover from cached-plan errors by reconnecting the Prisma client by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29983](https://github.com/BerriAI/litellm/pull/29983)
- feat(proxy): add option to disable server-side prepared statements for DB lookups by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29984](https://github.com/BerriAI/litellm/pull/29984)
- fix(release): stop backport releases from overwriting the latest badge by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30005](https://github.com/BerriAI/litellm/pull/30005)
- feat: add conventional commits and coding guidelines by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30159](https://github.com/BerriAI/litellm/pull/30159)
- fix(proxy): return 5xx on DB infra errors during auth; reserve 401 for genuine auth failures by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29986](https://github.com/BerriAI/litellm/pull/29986)
- fix(ui): dev server 404s on migrated-page links because uiBase hardcodes /ui by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30169](https://github.com/BerriAI/litellm/pull/30169)
- refactor(ui): consolidate dashboard to one shell in the (dashboard) layout by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30166](https://github.com/BerriAI/litellm/pull/30166)
- fix(proxy): align /v1/model/info with router deployments by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30025](https://github.com/BerriAI/litellm/pull/30025)
- fix: completion\_cost AttributeError on streaming Anthropic web\_search responses ([#&#8203;26153](https://github.com/BerriAI/litellm/issues/26153)) by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;27346](https://github.com/BerriAI/litellm/pull/27346)
- \[internal copy of [#&#8203;30137](https://github.com/BerriAI/litellm/issues/30137)] perf(realtime): eliminate redundant per-frame JSON work on OpenAI realtime relay by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30142](https://github.com/BerriAI/litellm/pull/30142)
- feat(bedrock): aws\_bedrock\_project\_id for bedrock-mantle project / workspace association by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30163](https://github.com/BerriAI/litellm/pull/30163)
- chore(hooks): enforce Conventional Commits and Conventional Branches by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30174](https://github.com/BerriAI/litellm/pull/30174)
- feat(rate-limiter): allow opting out of v3 TPM reservation and Redis circuit breaker by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30211](https://github.com/BerriAI/litellm/pull/30211)
- feat(spend\_logs): opt-in native Postgres partitioning for SpendLogs retention by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29466](https://github.com/BerriAI/litellm/pull/29466)
- feat(ui): migrate playground to path routing and colocate its files by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30185](https://github.com/BerriAI/litellm/pull/30185)
- feat(ui): migrate projects and access-groups to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30226](https://github.com/BerriAI/litellm/pull/30226)
- fix(proxy): coalesce NULL rollup metrics in aggregated daily-activity by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;30151](https://github.com/BerriAI/litellm/pull/30151)
- fix(anthropic\_passthrough): resolve costing model from message\_start chunk, litellm\_params and model\_group instead of 'unknown' by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30160](https://github.com/BerriAI/litellm/pull/30160)
- feat(ui): migrate budgets, workflows, and guardrails-monitor to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30236](https://github.com/BerriAI/litellm/pull/30236)
- feat(ui): migrate mcp-servers, search-tools, tag-management, vector-stores, and memory to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30261](https://github.com/BerriAI/litellm/pull/30261)
- fix(a2a): forward agent\_extra\_headers through completion bridge by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28277](https://github.com/BerriAI/litellm/pull/28277)
- fix(gemini-live): forward audio buffer commit and correct Vertex PCM rate by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29946](https://github.com/BerriAI/litellm/pull/29946)
- fix(proxy): skip double-wrapping unified batch output file ids on retrieve by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30011](https://github.com/BerriAI/litellm/pull/30011)
- feat: litellm oss 110626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30202](https://github.com/BerriAI/litellm/pull/30202)
- fix(docker): copy only runtime artifacts into the final image by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30243](https://github.com/BerriAI/litellm/pull/30243)
- feat(proxy): enforce key/team guardrails on bedrock passthrough routes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30194](https://github.com/BerriAI/litellm/pull/30194)
- feat(gemini): forward web search tools in image generation by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30119](https://github.com/BerriAI/litellm/pull/30119)
- fix: bedrock mantle fixes by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30083](https://github.com/BerriAI/litellm/pull/30083)
- feat(proxy): add require\_managed\_files setting for file uploads by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30186](https://github.com/BerriAI/litellm/pull/30186)
- fix(mcp): honor server\_id for REST tool calls with shared upstream URLs by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30184](https://github.com/BerriAI/litellm/pull/30184)
- fix(responses): presidio PII masking for Azure WebSocket and streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30003](https://github.com/BerriAI/litellm/pull/30003)
- feat(passthrough): add configurable pass-through request timeouts by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30266](https://github.com/BerriAI/litellm/pull/30266)
- fix(google\_genai): preserve complete SSE events in Vertex/Gemini image streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30270](https://github.com/BerriAI/litellm/pull/30270)
- fix(proxy): populate access\_via\_team\_ids on /v1/model/info by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30274](https://github.com/BerriAI/litellm/pull/30274)
- chore(oss): litellm oss staging 120626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30292](https://github.com/BerriAI/litellm/pull/30292)
- feat(ui): migrate policies, guardrails, prompts, tool-policies, and skills to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30263](https://github.com/BerriAI/litellm/pull/30263)
- feat(ui): migrate caching, cost-tracking, transform-request, ui-theme, and logs to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30267](https://github.com/BerriAI/litellm/pull/30267)
- fix(ui): gate dashboard layout on ui config load so deep links work under SERVER\_ROOT\_PATH by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30312](https://github.com/BerriAI/litellm/pull/30312)
- feat(ui): migrate admin-panel, logging-and-alerts, model-hub-table, and usage to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30268](https://github.com/BerriAI/litellm/pull/30268)
- fix(otel): cap metric attribute cardinality with include/exclude lists by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30257](https://github.com/BerriAI/litellm/pull/30257)
- fix(proxy): grace-period key rotation 401s; return deprecated-key lookup result directly by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30327](https://github.com/BerriAI/litellm/pull/30327)
- chore(deps): bump vitest, brace-expansion, pypdf and tornado by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30220](https://github.com/BerriAI/litellm/pull/30220)
- refactor(ui): remove unreachable /chat page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30178](https://github.com/BerriAI/litellm/pull/30178)
- feat(ui): migrate agents and router-settings to path routes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30323](https://github.com/BerriAI/litellm/pull/30323)
- feat: strengthen coding conventions in CLAUDE.md by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30333](https://github.com/BerriAI/litellm/pull/30333)
- feat(ui): cut the users page over to the /ui/users path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30334](https://github.com/BerriAI/litellm/pull/30334)
- feat: ruff strict-rule suppressions baseline gate by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30303](https://github.com/BerriAI/litellm/pull/30303)
- feat(guardrails): add Cisco AI Defense integration ([#&#8203;28249](https://github.com/BerriAI/litellm/issues/28249)) by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30338](https://github.com/BerriAI/litellm/pull/30338)
- chore(ui): remove dead UI components unreferenced by any page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30340](https://github.com/BerriAI/litellm/pull/30340)
- ci: add osv-scanner lockfile scan workflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30222](https://github.com/BerriAI/litellm/pull/30222)
- fix(otel): record full error message on standard exception event in otel v2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30380](https://github.com/BerriAI/litellm/pull/30380)
- test(fireworks): mock whisper transcription tests instead of live calls by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30391](https://github.com/BerriAI/litellm/pull/30391)
- build(ui): pin esbuild to 0.28.1 via overrides by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30390](https://github.com/BerriAI/litellm/pull/30390)
- feat(ui): cut the organizations page over to the /ui/organizations path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30336](https://github.com/BerriAI/litellm/pull/30336)
- fix(proxy): support SMTP implicit SSL (port 465) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30395](https://github.com/BerriAI/litellm/pull/30395)
- fix(mcp): default Linear MCP registry entry to streamable HTTP by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30396](https://github.com/BerriAI/litellm/pull/30396)
- fix(ui): stop Virtual Keys page from infinite render loop by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30397](https://github.com/BerriAI/litellm/pull/30397)
- fix(streaming): guard raise\_on\_model\_repetition against empty choices by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30485](https://github.com/BerriAI/litellm/pull/30485)
- feat(otel-v2): emit the 6 gen\_ai.client.\* metrics at parity with v1 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30326](https://github.com/BerriAI/litellm/pull/30326)
- fix(mcp): drop phantom 401 span on delegated OAuth2 tool calls by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30494](https://github.com/BerriAI/litellm/pull/30494)
- feat(ui): cut the teams page over to the /ui/teams path route by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;30343](https://github.com/BerriAI/litellm/pull/30343)
- fix(integrations): cap Anthropic cache\_control injection at 4 blocks by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;30480](https://github.com/BerriAI/litellm/pull/30480)
- chore(codecov): add Batches, Videos, and Realtime components by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30517](https://github.com/BerriAI/litellm/pull/30517)
- test(batches): move orphan tests into tests/test\_litellm for CI coverage by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;30510](https://github.com/BerriAI/litellm/pull/30510)
- fix(guardrails): run pre\_call hook once for model-level guardrails by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;30543](http…
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