feat(ui): working Test Connection for the complexity auto router - #32950
Conversation
The consolidated auto-router tab dropped the Test Connection button because the shared prepareModelAddRequest helper returns an empty array for an auto router (it has no model_mappings), so the caller crashed destructuring result[0].litellmParamsObj. That is the crash in #31590 and the open PR #31794. #31794 only silenced the crash by pointing the test at auto_router/complexity_router, which is not a provider model, so the /health/test_connection health check (a real litellm.ahealth_check completion) would still error. Bring the button back and make it meaningful: an auto router dispatches to saved model groups, so Test Connection now probes those directly. It builds a deduped target list from the configured tiers (tiers sharing a model group collapse to one probe) plus the embedding model when semantic keyword matching is on, then runs a live /health/test_connection against each and shows per-target pass/fail. This never touches prepareModelAddRequest, so the original destructure crash cannot recur. Scope is the recommended complexity router only; the to-be-deprecated semantic router is untouched. No backend changes. Supersedes #31794. Resolves #31590.
Greptile SummaryThis PR restores the Test Connection button for the auto-router UI by routing minimal chat/embedding requests through the proxy by public model-group name, rather than trying to resolve
Confidence Score: 5/5Safe to merge — frontend-only change that adds a new Test Connection capability without touching any backend or existing request paths. All changed code is isolated to the auto-router UI tab and the networking layer additions. The implementation correctly reuses the existing No files require special attention.
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| Filename | Overview |
|---|---|
| ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.ts | New helper that deduplicates complexity tiers into probe targets; the satisfies Record<keyof ComplexityTiers, null> guard enforces exhaustiveness at compile time |
| ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.tsx | New component that fires one probe per target in parallel with per-row progressive state updates and a cancellation guard on unmount |
| ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx | Adds Test Connection button (recommended router only), builds targets from current form state, and remounts the test component via incrementing key for each fresh run |
| ui/litellm-dashboard/src/components/networking.tsx | Adds buildModelGroupTestRequest and testModelGroupConnection; two JSDoc blocks appear in reversed order, leaving testModelGroupConnection without a JSDoc and the first block orphaned |
| ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.test.ts | Comprehensive unit tests for target builder covering dedup, empty-tier dropping, and embedding gating |
| ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.test.tsx | Component tests cover per-target request dispatch, success/error rendering, and litellm-prefix stripping |
| ui/litellm-dashboard/src/components/networking.test.ts | New tests verify buildModelGroupTestRequest output shape for both chat and embedding modes, and confirm no max_tokens is set |
Reviews (2): Last reviewed commit: "fix(ui): drop max_tokens from the auto-r..." | Re-trigger Greptile
…test_connection
Live testing showed the first cut was broken: /health/test_connection merges
{...configParams, ...requestParams}, so passing the public model_group name as
the request model overrode the resolved provider model and every tier failed
with "LLM Provider NOT provided". The frontend only has the public group name,
not the underlying litellm_params, so it cannot build the request that endpoint
needs.
Switch to testing each model group the way production actually routes it: send a
minimal request to /v1/chat/completions (or /v1/embeddings for the embedding
model) by public group name through the shared apiClient. The router resolves
the group, credentials, and provider itself, so a green row means the tier is
genuinely reachable. Verified live: voyage embedding returns 200, a tier with a
bad key returns the real provider auth error.
Also address Greptile feedback: rows now update progressively as each probe
settles instead of all at once, and TIER_ORDER is derived through a
`satisfies Record<keyof ComplexityTiers, null>` guard so adding a tier without
listing it is a compile error.
|
Both P2 notes from the last review are already handled in ddc13b3, which also reworks the probe to route through /v1/chat/completions and /v1/embeddings (the /health/test_connection path could not resolve a public model_group name). Rows now update progressively as each probe settles, and TIER_ORDER is derived through a |
|
Both P2s are confirmed addressed: Progressive updates (thread 1): The current code already achieves per-row updates. Each async callback inside TIER_ORDER exhaustiveness (thread 2): Marked outdated by GitHub, and the The implementation looks good. LGTM. |
max_tokens=1 makes reasoning models (o1/o3/...) return a 400 "max_tokens reached" because reasoning tokens count against the cap, so a reachable reasoning tier showed a false failure in Test Connection. Live-verified: o3 400s with the cap and succeeds without it. Extract the request shape into a pure buildModelGroupTestRequest and cover it with a test asserting the chat body carries no max_tokens (or max_completion_tokens), so this regression is caught in unit tests instead of only against a live reasoning model.
Codecov Report✅ All modified and coverable lines are covered by tests. 📢 Thoughts on this report? Let us know! |
…4.0) (#201) This PR contains the following updates: | Package | Update | Change | |---|---|---| | [ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview) ([source](https://github.com/BerriAI/litellm)) | minor | `v1.93.0` → `v1.94.0` | --- ### Release Notes <details> <summary>BerriAI/litellm (ghcr.io/berriai/litellm)</summary> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) [Compare Source](https://github.com/BerriAI/litellm/compare/v1.94.0...v1.94.0) ##### 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:v1.94.0 ``` **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/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` 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 - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33040](https://github.com/BerriAI/litellm/pull/33040) - feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32991](https://github.com/BerriAI/litellm/pull/32991) - fix: redact async complete streaming response for custom callbacks by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33106](https://github.com/BerriAI/litellm/pull/33106) - build(ui): bump [@​tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33041](https://github.com/BerriAI/litellm/pull/33041) - fix(ui): address Virtual Keys redesign review nits by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33112](https://github.com/BerriAI/litellm/pull/33112) - fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy Models" by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33115](https://github.com/BerriAI/litellm/pull/33115) - feat(router): opt-in session affinity for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33126](https://github.com/BerriAI/litellm/pull/33126) - feat(prometheus): expose video duration and image count consumption metrics by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33138](https://github.com/BerriAI/litellm/pull/33138) - test(e2e): otel trace completeness on /chat/completions by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33132](https://github.com/BerriAI/litellm/pull/33132) - fix(sso): paginate through all pages when fetching service principal group assignments by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33149](https://github.com/BerriAI/litellm/pull/33149) - test(e2e): otel trace completeness on /v1/messages by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33133](https://github.com/BerriAI/litellm/pull/33133) - feat(ui): add adaptive routing settings to Auto-Router v2 by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33146](https://github.com/BerriAI/litellm/pull/33146) - refactor(mcp): extract the dcr\_bridge token flow into bridge\_token\_flow\.py by [@​tin-berri](https://github.com/tin-berri) in [#​33141](https://github.com/BerriAI/litellm/pull/33141) - chore: bump litellm 1.93.0 -> 1.94.0, litellm-enterprise 0.1.49 -> 0.1.50, litellm-proxy-extras 0.4.76 -> 0.4.77 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33229](https://github.com/BerriAI/litellm/pull/33229) - fix(proxy): route master key to team-scoped models by [@​kunal2002](https://github.com/kunal2002) in [#​32926](https://github.com/BerriAI/litellm/pull/32926) - chore(deps): pin httplib2 and setuptools transitive floors by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33233](https://github.com/BerriAI/litellm/pull/33233) - feat(ui): left-anchor the Create Key and Create Team CTAs by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33248](https://github.com/BerriAI/litellm/pull/33248) - fix(anthropic/passthrough): drop incompatible temperature when downgrading adaptive thinking for pre-4.6 models by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33244](https://github.com/BerriAI/litellm/pull/33244) - fix(guardrails): run apply\_guardrail-style model-level pre\_call guardrails at deployment hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33136](https://github.com/BerriAI/litellm/pull/33136) - fix(proxy)!: enforce user budget on team keys (read-time + reservation) with UI opt-out by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32005](https://github.com/BerriAI/litellm/pull/32005) - fix(e2e): bound spend-log snapshots to a /spend/logs/v2 window by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33265](https://github.com/BerriAI/litellm/pull/33265) - test(e2e): cover key rpm/tpm rate limiting, window reset, and pacing headers by [@​mateo-berri](https://github.com/mateo-berri) in [#​32914](https://github.com/BerriAI/litellm/pull/32914) - fix(anthropic): use native output capability by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33235](https://github.com/BerriAI/litellm/pull/33235) - fix(ci): retry setup-uv installs to survive transient manifest fetch failures by [@​mateo-berri](https://github.com/mateo-berri) in [#​33279](https://github.com/BerriAI/litellm/pull/33279) - fix(proxy): never log raw virtual keys in key insertion debug output by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33268](https://github.com/BerriAI/litellm/pull/33268) - fix(bedrock\_mantle): route xai.grok-4.3 via /openai/v1 frontier path by [@​marty-sullivan](https://github.com/marty-sullivan) in [#​33027](https://github.com/BerriAI/litellm/pull/33027) - feat(pricing): add gemini-omni-flash-preview with video output token pricing by [@​mateo-berri](https://github.com/mateo-berri) in [#​33274](https://github.com/BerriAI/litellm/pull/33274) - fix(auth): scope the JWT enterprise gate to actual JWTs by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33296](https://github.com/BerriAI/litellm/pull/33296) - fix(s3): sanitize slashes in response-id-derived object key file name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33271](https://github.com/BerriAI/litellm/pull/33271) - refactor(ui): migrate guardrails table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33303](https://github.com/BerriAI/litellm/pull/33303) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33308](https://github.com/BerriAI/litellm/pull/33308) - feat(guardrails): streaming text transformation in generic\_guardrail\_api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33110](https://github.com/BerriAI/litellm/pull/33110) - test(e2e): cover model-aware mid-conversation system handling on Bedrock Invoke /v1/messages by [@​mateo-berri](https://github.com/mateo-berri) in [#​32963](https://github.com/BerriAI/litellm/pull/32963) - test(claude\_code): move the Claude Code compatibility matrix under tests/e2e by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32548](https://github.com/BerriAI/litellm/pull/32548) - chore(ci): sync litellm\_internal\_staging into daily OSS branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33337](https://github.com/BerriAI/litellm/pull/33337) - feat(bedrock guardrails): add resource-less InvokeGuardrailChecks (detect-only) mode by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33299](https://github.com/BerriAI/litellm/pull/33299) - Revert "chore(ci): sync litellm\_internal\_staging into daily OSS branch" by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33339](https://github.com/BerriAI/litellm/pull/33339) - fix(websearch): intercept web search on the Responses API by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33129](https://github.com/BerriAI/litellm/pull/33129) - fix(anthropic-adapter): drop empty content\_block\_delta events by [@​mateo-berri](https://github.com/mateo-berri) in [#​33315](https://github.com/BerriAI/litellm/pull/33315) - fix(mcp): persist discovered OAuth endpoints and keep last known good on failed re-discovery by [@​tin-berri](https://github.com/tin-berri) in [#​33286](https://github.com/BerriAI/litellm/pull/33286) - test(e2e): otel trace completeness on streaming chat, messages, and responses (LIT-3787) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33234](https://github.com/BerriAI/litellm/pull/33234) - feat(router): resolve auto-router routing plugins from proxy YAML config by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33251](https://github.com/BerriAI/litellm/pull/33251) - test(e2e): failed request error span carries the full untruncated message and status (LIT-4179) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33304](https://github.com/BerriAI/litellm/pull/33304) - refactor(ui): migrate tags table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33314](https://github.com/BerriAI/litellm/pull/33314) - fix(cli): surface actionable CLI SSO errors when CLI and proxy versions skew by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33309](https://github.com/BerriAI/litellm/pull/33309) - feat(bedrock\_mantle): add GPT-5.6 sol/terra/luna to model cost map by [@​mateo-berri](https://github.com/mateo-berri) in [#​33412](https://github.com/BerriAI/litellm/pull/33412) - chore(codeowners): exempt generated schema.d.ts from UI ownership by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33411](https://github.com/BerriAI/litellm/pull/33411) - feat(proxy): push-based OTLP billable-request metering for enterprise deployments by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31592](https://github.com/BerriAI/litellm/pull/31592) - fix(mcp): cap per-user OAuth token cache TTL at the token's own lifetime by [@​tin-berri](https://github.com/tin-berri) in [#​33346](https://github.com/BerriAI/litellm/pull/33346) - feat(ui): move Caching out of Experimental into Developer Tools by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33432](https://github.com/BerriAI/litellm/pull/33432) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33425](https://github.com/BerriAI/litellm/pull/33425) - chore(ci): merge daily internal staging branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33335](https://github.com/BerriAI/litellm/pull/33335) - feat(guardrails): add Compresr guardrail for query-aware context compression by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33295](https://github.com/BerriAI/litellm/pull/33295) - fix(logging): preserve callback order in get\_combined\_callback\_list by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33005](https://github.com/BerriAI/litellm/pull/33005) - fix(logging): redact assistant tool call arguments in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33111](https://github.com/BerriAI/litellm/pull/33111) - fix(anthropic): honor messages request timeout by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33418](https://github.com/BerriAI/litellm/pull/33418) - fix(llm\_guard): apply sanitized prompt returned by moderation API to request by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33331](https://github.com/BerriAI/litellm/pull/33331) - fix(logging): stop pinning large request payloads past request end by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33455](https://github.com/BerriAI/litellm/pull/33455) - feat(guardrails): forward optional metadata on POST /guardrails/apply\_guardrail by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33067](https://github.com/BerriAI/litellm/pull/33067) - build: raise requires-python cap to <3.15 so Python 3.14 installs current releases by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33438](https://github.com/BerriAI/litellm/pull/33438) - feat(ui): add reusable BetaBadge and use it for Projects sidebar item by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33449](https://github.com/BerriAI/litellm/pull/33449) - fix(mcp): discover missing OAuth scopes and token\_url when authorization\_url is set manually by [@​tin-berri](https://github.com/tin-berri) in [#​33317](https://github.com/BerriAI/litellm/pull/33317) - feat(ui): show exact license expiration date in usage cards by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33478](https://github.com/BerriAI/litellm/pull/33478) - test(claude\_code): rename misleading REPO\_ROOT to SUITE\_ROOT in test\_v0\_layout by [@​mateo-berri](https://github.com/mateo-berri) in [#​33472](https://github.com/BerriAI/litellm/pull/33472) - build(deps): update ddtrace to the 4.x line by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33484](https://github.com/BerriAI/litellm/pull/33484) - fix(complexity\_router): return empty dict from \_classifier\_call\_metadata when metadata is absent by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33452](https://github.com/BerriAI/litellm/pull/33452) - fix(ui/chat): resolve chat routes at render time so navigation works under server\_root\_path by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33446](https://github.com/BerriAI/litellm/pull/33446) - fix(key management): enforce minimum custom key length and mask short keys in key\_name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33462](https://github.com/BerriAI/litellm/pull/33462) - chore(ui): remove unmounted UsageIndicator and the Hide Usage Indicator flag by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33482](https://github.com/BerriAI/litellm/pull/33482) - test(e2e/claude\_code): add passthrough matrix row for the big-3 clouds and Anthropic API by [@​mateo-berri](https://github.com/mateo-berri) in [#​33473](https://github.com/BerriAI/litellm/pull/33473) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33491](https://github.com/BerriAI/litellm/pull/33491) - fix(ui): stop sending the complexity-router pseudo-model to /health/test\_connection by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33498](https://github.com/BerriAI/litellm/pull/33498) - feat(cli): add lite up/down to ambiently route Claude Code through the proxy by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33231](https://github.com/BerriAI/litellm/pull/33231) - feat(complexity\_router): enable session\_affinity by default by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33500](https://github.com/BerriAI/litellm/pull/33500) - fix(anthropic): stop 500 on combined thinking+signature streaming chunk by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33505](https://github.com/BerriAI/litellm/pull/33505) - feat(autoroute): prompt for semantic keywords per tier in configure wizard by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33508](https://github.com/BerriAI/litellm/pull/33508) - fix(cli/anthropic): unblock lite autoroute proxy deps, adaptive thinking, and thinking+signature streaming by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33507](https://github.com/BerriAI/litellm/pull/33507) - test(ocr): use mistral-document-ai-2512 in azure\_ai OCR tests by [@​mateo-berri](https://github.com/mateo-berri) in [#​33489](https://github.com/BerriAI/litellm/pull/33489) - fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32853](https://github.com/BerriAI/litellm/pull/32853) - refactor(ui): migrate policies, deleted keys, deleted teams, budgets, and search tools tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33357](https://github.com/BerriAI/litellm/pull/33357) - refactor(ui): migrate vector stores, prompts, and skills tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33343](https://github.com/BerriAI/litellm/pull/33343) - test(e2e): datadog log delivery for successful chat, messages, and responses (LIT-4447) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33415](https://github.com/BerriAI/litellm/pull/33415) - fix(cli): make CLI output ASCII-only so it doesn't crash legacy Windows consoles by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33465](https://github.com/BerriAI/litellm/pull/33465) - fix: remove dead user-cache lookup with None key in spend-update path by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33555](https://github.com/BerriAI/litellm/pull/33555) - feat(helm): add per-component PodDisruptionBudget and topologySpreadConstraints to componentized chart by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33430](https://github.com/BerriAI/litellm/pull/33430) - fix(e2e/claude\_code): unblock stage collection, align proxy env names, register compat models by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33433](https://github.com/BerriAI/litellm/pull/33433) - fix(mcp): index authed request-time tools missing from the semantic filter startup index by [@​tin-berri](https://github.com/tin-berri) in [#​33318](https://github.com/BerriAI/litellm/pull/33318) - fix(streaming): use provider-reported usage cost for OpenRouter streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​32255](https://github.com/BerriAI/litellm/pull/32255) - feat(mcp): issuer-anchored OAuth discovery (RFC 8414 §3.3) to close the authorization-server mix-up by [@​tin-berri](https://github.com/tin-berri) in [#​33450](https://github.com/BerriAI/litellm/pull/33450) - feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33459](https://github.com/BerriAI/litellm/pull/33459) - fix(router): cast model\_info cost values to float in \_set\_model\_group\_info by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33556](https://github.com/BerriAI/litellm/pull/33556) - chore(e2e): establish litellm\_e2e\_staging integration line by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33502](https://github.com/BerriAI/litellm/pull/33502) - fix(ui): navigate to /ui/login/ with trailing slash via hard navigation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33561](https://github.com/BerriAI/litellm/pull/33561) - feat(logging): add structured budget fields to budget rejection failure logs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33460](https://github.com/BerriAI/litellm/pull/33460) - fix(streaming): surface upstream connection resets instead of empty 200 streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​33222](https://github.com/BerriAI/litellm/pull/33222) - fix(proxy\_cli): reap orphaned prisma query-engine processes when a worker dies by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33424](https://github.com/BerriAI/litellm/pull/33424) - test(reasoning\_effort\_grid): enable azure fable-5 and opus-4-8 grid cells by [@​mateo-berri](https://github.com/mateo-berri) in [#​33485](https://github.com/BerriAI/litellm/pull/33485) - build(deps): bump uvicorn lock to 0.51.0 so worker health-check and jitter flags take effect by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33574](https://github.com/BerriAI/litellm/pull/33574) - fix(proxy): coerce default\_internal\_user\_params.max\_budget to float on config load by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32434](https://github.com/BerriAI/litellm/pull/32434) - fix(router): honor per-request routing\_strategy from key/team router\_settings by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33429](https://github.com/BerriAI/litellm/pull/33429) - fix(redis): honor ssl value instead of key presence when building async connection pool by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32590](https://github.com/BerriAI/litellm/pull/32590) - fix(langfuse\_otel): build per-request OTLP exporter from key and team dynamic Langfuse credentials by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32437](https://github.com/BerriAI/litellm/pull/32437) - ci: run zizmor and proxy-db unit tests on PRs targeting litellm\_ branches by [@​mateo-berri](https://github.com/mateo-berri) in [#​33568](https://github.com/BerriAI/litellm/pull/33568) - fix(router): apply team/key enable\_tag\_filtering to tag routing by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33436](https://github.com/BerriAI/litellm/pull/33436) - feat(proxy): add disable\_auto\_add\_proxy\_admin\_to\_teams flag by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33563](https://github.com/BerriAI/litellm/pull/33563) - fix(proxy): stop stale auth cache re-publish to Redis so key updates propagate across replicas by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33565](https://github.com/BerriAI/litellm/pull/33565) - feat(e2e): emit structured E2E\_RESULT lines for package status history by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33578](https://github.com/BerriAI/litellm/pull/33578) - chore: bump litellm-enterprise 0.1.50 -> 0.1.51, litellm-proxy-extras 0.4.77 -> 0.4.78 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33571](https://github.com/BerriAI/litellm/pull/33571) - fix(docker): restore litellm-proxy-extras source dir in runtime images by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33592](https://github.com/BerriAI/litellm/pull/33592) - feat(ui): require embedding model for semantic auto router by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33313](https://github.com/BerriAI/litellm/pull/33313) - feat(scim): ingest and round-trip SCIM entitlements and roles user attributes by [@​tin-berri](https://github.com/tin-berri) in [#​33587](https://github.com/BerriAI/litellm/pull/33587) - refactor(ui): migrate 5 simple tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33548](https://github.com/BerriAI/litellm/pull/33548) - fix(model\_armor): restore reference attachments via skip\_unscannable\_attachments and remove the attachment count cap by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33554](https://github.com/BerriAI/litellm/pull/33554) - fix(mcp): keep the MCP reference intact when the semantic filter narrows tools by [@​tin-berri](https://github.com/tin-berri) in [#​33584](https://github.com/BerriAI/litellm/pull/33584) - fix(sso): stop enforcing UI session budget on CLI login tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33312](https://github.com/BerriAI/litellm/pull/33312) - test: e2e staging leftovers by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33613](https://github.com/BerriAI/litellm/pull/33613) - test(e2e/claude\_code): add GPT-5.6 Sol/Terra/Luna columns for OpenAI, Azure OpenAI, and Bedrock Mantle by [@​mateo-berri](https://github.com/mateo-berri) in [#​33474](https://github.com/BerriAI/litellm/pull/33474) - test(e2e): otel streaming spans record a real ttft below span duration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33588](https://github.com/BerriAI/litellm/pull/33588) - fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware by [@​tin-berri](https://github.com/tin-berri) in [#​33586](https://github.com/BerriAI/litellm/pull/33586) - fix(ui): show all teams in policy attachment form for admins by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33628](https://github.com/BerriAI/litellm/pull/33628) - refactor(ui): migrate AI Hub, public hub, and MCP Toolsets tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33629](https://github.com/BerriAI/litellm/pull/33629) - test(e2e): datadog log delivery for streamed routes, read back from the real datadog api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33566](https://github.com/BerriAI/litellm/pull/33566) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33640](https://github.com/BerriAI/litellm/pull/33640) - fix(vertex\_ai): surface Gemini grounding toolUsePromptTokenCount in Usage by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33533](https://github.com/BerriAI/litellm/pull/33533) - test(e2e): harness fixes for stage job green (skips + router/UI/budget) by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33634](https://github.com/BerriAI/litellm/pull/33634) - fix(router): resolve prompt cache minimum per model instead of a flat 1024 by [@​tin-berri](https://github.com/tin-berri) in [#​33637](https://github.com/BerriAI/litellm/pull/33637) - fix(logging): classify async anthropic\_messages and generate\_content as async by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33589](https://github.com/BerriAI/litellm/pull/33589) - fix(ui): remove Chat item from dashboard leftnav by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33647](https://github.com/BerriAI/litellm/pull/33647) - fix(router): tag-aware pre-routing strategy selection for shared model\_name by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33691](https://github.com/BerriAI/litellm/pull/33691) - fix(proxy): enforce max\_parallel\_requests as a per-slot concurrency gauge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32441](https://github.com/BerriAI/litellm/pull/32441) - fix(proxy): stop treating upstream model body field as a LiteLLM model on auth-enforced pass-through routes by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33710](https://github.com/BerriAI/litellm/pull/33710) - fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them by [@​tin-berri](https://github.com/tin-berri) in [#​33612](https://github.com/BerriAI/litellm/pull/33612) - feat(complexity-router): user-triggered escalation keywords by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33656](https://github.com/BerriAI/litellm/pull/33656) - fix(fireworks\_ai): bill prompt-cache hits at cache\_read rate by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33714](https://github.com/BerriAI/litellm/pull/33714) - fix(pricing): mark realtime-only gpt-realtime models as mode realtime by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33728](https://github.com/BerriAI/litellm/pull/33728) - fix(rag): track LLM completion usage and spend for /v1/rag/query by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32438](https://github.com/BerriAI/litellm/pull/32438) - feat(anthropic): add enable\_anthropic\_prompt\_caching for automatic cache\_control injection by [@​tin-berri](https://github.com/tin-berri) in [#​33573](https://github.com/BerriAI/litellm/pull/33573) - fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33719](https://github.com/BerriAI/litellm/pull/33719) - fix(proxy): resolve router\_settings.plugins dotted paths and load plugins from installed packages by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33644](https://github.com/BerriAI/litellm/pull/33644) - test(e2e): budget refusals are 429 for bare keys and team caps block every team key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33632](https://github.com/BerriAI/litellm/pull/33632) - feat(router): add router plugin reference catalog by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33746](https://github.com/BerriAI/litellm/pull/33746) - test(e2e): assert an org budget block is a 429 naming the organization by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33638](https://github.com/BerriAI/litellm/pull/33638) - fix(proxy): bill partial streamed spend when the client disconnects mid-stream by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33736](https://github.com/BerriAI/litellm/pull/33736) - test(e2e): delete unreferenced Grafana panel docs by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33743](https://github.com/BerriAI/litellm/pull/33743) - docs(tests/e2e): align skip-vs-fail docs with the hard-fail contract and scope the no-unit-tests rule by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33755](https://github.com/BerriAI/litellm/pull/33755) - refactor(e2e): replace bespoke result reporter with standard JUnit report by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33758](https://github.com/BerriAI/litellm/pull/33758) - test(e2e): user budget across keys and team member budget isolation by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33745](https://github.com/BerriAI/litellm/pull/33745) - refactor(e2e): remove bob\_the\_builder; drive remediation from a Grafana alert (provisioned outside the repo) by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33749](https://github.com/BerriAI/litellm/pull/33749) - feat(mcp): per-server outcomes for aggregate tools/list and truthful single-server REST statuses by [@​tin-berri](https://github.com/tin-berri) in [#​33153](https://github.com/BerriAI/litellm/pull/33153) - test(e2e): mcp suite for key-without-access denial by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33752](https://github.com/BerriAI/litellm/pull/33752) - chore(ci): merge oss branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33784](https://github.com/BerriAI/litellm/pull/33784) - chore(ci): merge oss branch - July 17th by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33793](https://github.com/BerriAI/litellm/pull/33793) - fix(ui): migrate tag deletion to shared DeleteResourceModal by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33795](https://github.com/BerriAI/litellm/pull/33795) - build(rust): raise pyo3 to 0.29 so the native bridge compiles on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33798](https://github.com/BerriAI/litellm/pull/33798) - chore(guardrails): remove docstring from singulr module for consistency by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33800](https://github.com/BerriAI/litellm/pull/33800) - fix(ui): stop credential edit from persisting the masked api key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33797](https://github.com/BerriAI/litellm/pull/33797) - build(deps): allow redisvl, pypdf, and openapi-core on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33801](https://github.com/BerriAI/litellm/pull/33801) - test(proxy): make streaming-cancel mocks awaitable for the disconnect slot release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33802](https://github.com/BerriAI/litellm/pull/33802) - test(e2e): a member's team budget cuts off only that member's key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33718](https://github.com/BerriAI/litellm/pull/33718) - test(e2e): a user's max\_budget follows the person across personal and team keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33762](https://github.com/BerriAI/litellm/pull/33762) - test(e2e): skip flaky OpenAI GPT cells; raise multi-window max\_tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33799](https://github.com/BerriAI/litellm/pull/33799) - chore: remove accidentally committed dist tarball and ignore dist/ by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33805](https://github.com/BerriAI/litellm/pull/33805) - fix(passthrough): stop classifying plain 'predict'/'search' paths as Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33658](https://github.com/BerriAI/litellm/pull/33658) - build(deps): bump mcp lock to 1.28.1 to clear image-scan findings by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33803](https://github.com/BerriAI/litellm/pull/33803) - test(pricing): pin the realtime mode assertion to the bundled cost map by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33806](https://github.com/BerriAI/litellm/pull/33806) - fix(proxy): derive session id from Anthropic metadata.user\_id for session affinity by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33723](https://github.com/BerriAI/litellm/pull/33723) - test(e2e): budget reset diagonal for team, org, user, and [#​32005](https://github.com/BerriAI/litellm/issues/32005) team-member keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33771](https://github.com/BerriAI/litellm/pull/33771) - fix(proxy): source /v1/models token limits from the cost map instead of Router.get\_model\_group\_info by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33721](https://github.com/BerriAI/litellm/pull/33721) - fix(fireworks\_ai): correct glm-5p2 prompt-cache read price to $0.14/1M by [@​tin-berri](https://github.com/tin-berri) in [#​33796](https://github.com/BerriAI/litellm/pull/33796) - feat(proxy): add x-litellm-model-name response header with deployment model string by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33698](https://github.com/BerriAI/litellm/pull/33698) - feat: add Straiker guardrail integration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33781](https://github.com/BerriAI/litellm/pull/33781) - fix(vertex\_ai): exclude Gemini Google Search grounding tokens from input token billing by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33742](https://github.com/BerriAI/litellm/pull/33742) - feat(fireworks\_ai): map litellm session id to x-session-affinity header for prompt caching by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33717](https://github.com/BerriAI/litellm/pull/33717) - feat(ui): configure Anthropic automatic prompt caching from the Admin UI by [@​tin-berri](https://github.com/tin-berri) in [#​33581](https://github.com/BerriAI/litellm/pull/33581) - fix(router): enforce context-window pre-call checks for Responses API input by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33706](https://github.com/BerriAI/litellm/pull/33706) - fix(otel): restore proxy-level error.\* attributes on v2 failure spans (LIT-4179) by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33664](https://github.com/BerriAI/litellm/pull/33664) - fix(mcp): persist config.yaml DCR clients in a server-scoped store so refresh survives token expiry by [@​tin-berri](https://github.com/tin-berri) in [#​33768](https://github.com/BerriAI/litellm/pull/33768) - refactor(ui): consolidate Add/Edit credential modals into one CredentialModal by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32572](https://github.com/BerriAI/litellm/pull/32572) - feat(mcp): add ID-JAG (identity assertion authorization grant) support for MCP egress by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31516](https://github.com/BerriAI/litellm/pull/31516) - refactor(ui): migrate policy attachments table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33827](https://github.com/BerriAI/litellm/pull/33827) - docs(litellm-rust): add provider coding standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33833](https://github.com/BerriAI/litellm/pull/33833) - test(e2e): rename Gateway to ProxyClient and expose it as a session-scoped pytest fixture by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33750](https://github.com/BerriAI/litellm/pull/33750) - feat(messages): route Azure Anthropic /messages through Rust behind rust:true by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33616](https://github.com/BerriAI/litellm/pull/33616) - test(e2e): add Locust throughput load test that runs last by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33748](https://github.com/BerriAI/litellm/pull/33748) - fix(proxy): resolve team wildcard credentials for vector store files by [@​shivamrawat1](https://github.com/shivamrawat1) in [#​33649](https://github.com/BerriAI/litellm/pull/33649) - refactor(e2e): fold claude\_code HTTP probes onto shared ProxyClient methods by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33760](https://github.com/BerriAI/litellm/pull/33760) - test(e2e): harden stage flakes for batches, UI, and MCP by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33831](https://github.com/BerriAI/litellm/pull/33831) - fix(e2e): migrate load suite from e2e\_gateway to ProxyClient by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33839](https://github.com/BerriAI/litellm/pull/33839) - chore(e2e): remove tests/e2e/docker-compose.yml by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33837](https://github.com/BerriAI/litellm/pull/33837) - test(e2e): cover /v1/responses openai basic nonstream and stream by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33830](https://github.com/BerriAI/litellm/pull/33830) - test(e2e): cover /v1/responses openai cost\_logged and tool\_use by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33835](https://github.com/BerriAI/litellm/pull/33835) - test(e2e): cover /v1/responses OpenAI vision and Anthropic basic by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33838](https://github.com/BerriAI/litellm/pull/33838) - test(e2e): spendlog cost for streaming /v1/messages via responses bridge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33753](https://github.com/BerriAI/litellm/pull/33753) - fix(docker): bake prisma CLI and engines at a fixed path so fresh-DB migrations work for any uid offline by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33853](https://github.com/BerriAI/litellm/pull/33853) - feat(chat-ui): add personal Logs view scoped to the current user by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33829](https://github.com/BerriAI/litellm/pull/33829) - chore: bump litellm-proxy-extras 0.4.78 -> 0.4.79 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33855](https://github.com/BerriAI/litellm/pull/33855) - docs(litellm-rust): require the official Rust Style Guide in agent rules by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33867](https://github.com/BerriAI/litellm/pull/33867) - fix(router): treat malformed configured token limits as absent on /v1/models by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33864](https://github.com/BerriAI/litellm/pull/33864) - chore: rebuild admin UI bundle for the rc release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33857](https://github.com/BerriAI/litellm/pull/33857) - docs(rust): add provider abstraction standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33865](https://github.com/BerriAI/litellm/pull/33865) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33868](https://github.com/BerriAI/litellm/pull/33868) - chore(release): backport [#​33929](https://github.com/BerriAI/litellm/issues/33929) to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34033](https://github.com/BerriAI/litellm/pull/34033) - chore(release): backport [#​33810](https://github.com/BerriAI/litellm/issues/33810), [#​33733](https://github.com/BerriAI/litellm/issues/33733) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post1 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34215](https://github.com/BerriAI/litellm/pull/34215) - chore(ui): rebuild Next.js bundle on rc/1.94.0 so the Cost Optimization page ships by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34216](https://github.com/BerriAI/litellm/pull/34216) - chore(release): backport auth, CLI SSO and guardrail fixes to rc/1.94.0 and refresh flagged dependencies by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34640](https://github.com/BerriAI/litellm/pull/34640) - chore(release): backport [#​33899](https://github.com/BerriAI/litellm/issues/33899), [#​33978](https://github.com/BerriAI/litellm/issues/33978), [#​34582](https://github.com/BerriAI/litellm/issues/34582), [#​34675](https://github.com/BerriAI/litellm/issues/34675) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post2 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34855](https://github.com/BerriAI/litellm/pull/34855) - fix(ui): backport cache leakage card layout fix to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34964](https://github.com/BerriAI/litellm/pull/34964) - fix(ui): add missing cost-optimization page description on rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34967](https://github.com/BerriAI/litellm/pull/34967) - feat(ui): mark Cost Optimization as beta in the left nav ([#​34984](https://github.com/BerriAI/litellm/issues/34984)) by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34987](https://github.com/BerriAI/litellm/pull/34987) - chore: rebuild Admin UI bundle for v1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34982](https://github.com/BerriAI/litellm/pull/34982) - fix(cost-optimization): backport the savings chart axis fix and methodology popovers to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34994](https://github.com/BerriAI/litellm/pull/34994) - chore: rebuild Admin UI bundle for rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34995](https://github.com/BerriAI/litellm/pull/34995) **Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.93.0...v1.94.0> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) ##### 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:v1.94.0 ``` **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/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` 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 - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33040](https://github.com/BerriAI/litellm/pull/33040) - feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32991](https://github.com/BerriAI/litellm/pull/32991) - fix: redact async complete streaming response for custom callbacks by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33106](https://github.com/BerriAI/litellm/pull/33106) - build(ui): bump [@​tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33041](https://github.com/BerriAI/litellm/pull/33041) - fix(ui): address Virtual Keys redesign review nits by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33112](https://github.com/BerriAI/litellm/pull/33112) - fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy…
Relevant issues
Fixes #31590
Linear ticket
Pre-Submission checklist
Please complete all items before asking a LiteLLM maintainer to review your PR
@greptileaito re-request a review after pushing changes)Screenshots / Proof of Fix
Captured at commit ddc13b3
Context: when we consolidated the auto-router UI in #32859 the Test Connection button was removed, because the shared
prepareModelAddRequesthelper returns an empty array for an auto router (it has nomodel_mappings) and the caller crashed destructuringresult[0].litellmParamsObj. That is the crash reported in #31590 and the open PR #31794.Two approaches were considered. #31794, and my first cut, routed the test through
/health/test_connection. That does not actually work for an auto router: the endpoint merges{...configParams, ...requestParams}, so passing the publicmodel_groupname as the request model overrides the resolved provider model and every tier fails with "LLM Provider NOT provided". The frontend only has the public group name, not the underlyinglitellm_params, so it cannot build the request that endpoint needs.So this tests each model group the way production actually routes it: a minimal request to
/v1/chat/completions(or/v1/embeddingsfor the embedding model) by public group name, through the sharedapiClient. The router resolves the group, credentials, and provider itself, so a green row means the tier is genuinely reachable and a red row shows the real provider error.Verified live against real APIs at commit ddc13b3:
UI flow (screenshots to follow): http://localhost:3000 -> Models & Endpoints -> Add Model -> Auto Router tab -> keep "Auto-Router v2" selected, set a name, assign a model group to each complexity tier, optionally enable Semantic Keyword Matching with an embedding model, then click "Test Connection". The result modal shows one row per distinct tier model group (tiers sharing a group collapse into one) plus an Embedding row, each green on success or red with the provider error, updating progressively as each probe returns.
Type
🆕 New Feature
🐛 Bug Fix
Changes
New pure helper
build_auto_router_test_targets.tsturns the configured tiers plus the optional embedding model into a deduped list of probe targets, so tiers sharing a model group cost one call instead of several; asatisfies Record<keyof ComplexityTiers, null>guard makes adding a tier without listing it a compile error. NewtestModelGroupConnectioninnetworking.tsxsends the minimal chat/embedding request through the sharedapiClient. Newauto_router_connection_test.tsxruns one probe per target and renders per-target status, updating each row as it settles.add_auto_router_tab.tsxgets the Test Connection button (recommended router only) and a results modal that remounts per run via akey. Backend is unchanged.Tests cover the target builder (dedup, empty-tier dropping, embedding gating) and the component (one request per target with the right mode, success and provider-error rendering, litellm-prefix stripping). The component never calls
prepareModelAddRequest, which is the guard against the #31590 regression.Supersedes #31794