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fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor - #32853

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yuneng-berri merged 2 commits into
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litellm_/guardrail-monitor-details-fix-8845d6
Jul 16, 2026
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fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor#32853
yuneng-berri merged 2 commits into
litellm_internal_stagingfrom
litellm_/guardrail-monitor-details-fix-8845d6

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Relevant issues

Linear ticket

Resolves LIT-2529

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 CI/CD checks (e.g., lint, format, unit tests)
  • My PR's scope is as isolated as possible; it only solves 1 specific problem
  • I have received a Greptile Confidence Score of at least 4/5 before requesting a maintainer review (Greptile reviews automatically once the PR is opened; only comment @greptileai to re-request a review after pushing changes)

Screenshots / Proof of Fix

This is a dashboard-endpoint bug (the Guardrail Monitor reads these three endpoints), so the realistic end-to-end proof is curling the endpoints against a live proxy rather than making an LLM call. The proxy was started on a config that defines one YAML guardrail and stores nothing in the DB, so the guardrail exists only in the in-memory handler:

guardrails:
  - guardrail_name: "yaml-pii-guard"
    litellm_params:
      guardrail: presidio
      mode: pre_call
      presidio_analyzer_api_base: "http://localhost:5002/"
      presidio_anonymizer_api_base: "http://localhost:5002/"
    guardrail_info:
      type: "PII"
      description: "YAML-defined PII guardrail (LIT-2529 repro)"

Its runtime id comes from the known-good listing endpoint:

YAML_ID=$(curl -s "http://localhost:4000/v2/guardrails/list" -H "Authorization: Bearer sk-1234" \
  | jq -r '.guardrails[] | select(.guardrail_name=="yaml-pii-guard") | .guardrail_id')

Before the fix (this commit reverted, parent 51f6e1b7a5), the detail panel 404s and the guardrail is missing from the overview:

$ curl -s -w '\nHTTP %{http_code}\n' "http://localhost:4000/guardrails/usage/detail/$YAML_ID" -H "Authorization: Bearer sk-1234"
{"detail":"Guardrail not found"}
HTTP 404

$ curl -s "http://localhost:4000/guardrails/usage/overview" -H "Authorization: Bearer sk-1234" | jq '[.rows[].name]'
[
  "bedrock-guard-pre-call",
  "bedrock-guard-during-call",
  "bedrock-guard-post-call",
  "bedrock-guard-pre-call-strict"
]

After the fix (799a559871), the detail panel returns the real metadata and the guardrail shows up in the overview with its true provider and type:

$ curl -s -w '\nHTTP %{http_code}\n' "http://localhost:4000/guardrails/usage/detail/$YAML_ID" -H "Authorization: Bearer sk-1234"
{"guardrail_id":"...","guardrail_name":"yaml-pii-guard","type":"PII","provider":"presidio","requestsEvaluated":0,"failRate":0.0,"avgScore":null,"avgLatency":null,"status":"healthy","trend":"stable","description":"YAML-defined PII guardrail (LIT-2529 repro)","time_series":[]}
HTTP 200

$ curl -s "http://localhost:4000/guardrails/usage/overview" -H "Authorization: Bearer sk-1234" | jq '.rows[] | select(.name=="yaml-pii-guard")'
{
  "id": "...",
  "name": "yaml-pii-guard",
  "type": "PII",
  "provider": "presidio",
  "requestsEvaluated": 0,
  "failRate": 0.0,
  "status": "healthy",
  "trend": "stable"
}

A genuinely-missing id still returns 404 both before and after, so the fallback does not turn every unknown id into a 200. In the Admin UI this is the Guardrail Monitor page, where the affected guardrail now renders a row and opens a detail panel instead of showing nothing.

Type

🐛 Bug Fix

Changes

The Guardrail Monitor could not show guardrails defined in config.yaml. Its three endpoints (/guardrails/usage/overview, /guardrails/usage/detail/{id}, /guardrails/usage/logs) resolved guardrails only from the litellm_guardrailstable Prisma table, but YAML/config guardrails live only in IN_MEMORY_GUARDRAIL_HANDLER and are never persisted. So the detail endpoint 404'd, the overview omitted the guardrail entirely (or rendered it as a Custom / Guardrail orphan when it happened to have metrics), and the logs endpoint missed the guardrail's logical-name alias

The codebase already solves this exact resolution in list_guardrails_v2 and get_guardrail_info, which union the DB rows with the in-memory config guardrails and fall back to the in-memory copy on a DB miss, skipping stale DB-sourced in-memory entries. The usage endpoints were written without reusing that pattern

This change puts that resolution next to the in-memory state it reads. InMemoryGuardrailHandler gains list_config_guardrails() and get_config_guardrail_by_id(), both returning only config-owned entries so a DB-sourced entry that is missing from the DB (deleted on another pod, awaiting reconciliation) is treated as a miss rather than resurrected. The overview endpoint unions the DB rows with list_config_guardrails() deduped by id, and detail and logs fall back to get_config_guardrail_by_id() before 404'ing or resolving the logical name

Two smaller defects are fixed at their source. initialize_guardrail was dropping guardrail_info when it stored a config guardrail, so type and description came back empty even once the guardrail was visible; it now carries guardrail_info through, which also improves list_guardrails_v2 (it already reads that field). And the overview row builder read litellm_params / guardrail_info as attributes, which raised AttributeError on the in-memory dict shape and missed the LitellmParams pydantic case; a pair of small helpers (_get_guardrail_field, _to_dict) now read those fields uniformly across Prisma rows, dicts, and LitellmParams

Tests: a new tests/test_litellm/proxy/guardrails/test_usage_endpoints.py covers the three endpoints (YAML detail returns 200, missing id still 404s, a stale DB-sourced entry is not surfaced, a DB row still resolves, the overview includes a YAML guardrail with zero metrics and matches metrics by logical name without emitting an orphan row, the union excludes stale DB-sourced entries, and logs resolves the config guardrail's logical name). test_guardrail_registry.py covers the two new accessors and test_init_guardrails.py covers the guardrail_info passthrough. Reverting the two source files while keeping the tests turns the regression-guard tests red, so they fail before the fix and pass after

The /guardrails/usage/{overview,detail,logs} endpoints resolved guardrails only
from the litellm_guardrailstable Prisma table, so guardrails defined in
config.yaml (which live only in IN_MEMORY_GUARDRAIL_HANDLER) were invisible:
detail 404'd, overview omitted them or rendered them as Custom/Guardrail
orphans, and logs missed their logical-name alias.

Add config-owned accessors (list_config_guardrails, get_config_guardrail_by_id)
to the in-memory handler and use them in the usage endpoints, mirroring the
union/fallback already used by list_guardrails_v2 and get_guardrail_info. Also
preserve guardrail_info when storing a config guardrail (type/description were
dropped at initialize time) and read the Prisma-row / dict / LitellmParams
shapes uniformly.

Resolves LIT-2529
@greptile-apps

greptile-apps Bot commented Jul 10, 2026

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Greptile Summary

This PR fixes the Guardrail Monitor dashboard not showing guardrails defined in config.yaml. The three usage endpoints (/guardrails/usage/overview, /detail/{id}, /logs) were resolving guardrails solely from the litellm_guardrailstable Prisma table; config-only guardrails live exclusively in IN_MEMORY_GUARDRAIL_HANDLER and are never persisted, so they were invisible to the monitor.

  • Two new methods on InMemoryGuardrailHandler (list_config_guardrails, get_config_guardrail_by_id) expose only config-sourced entries, and the overview endpoint unions DB rows with these deduped by ID, while detail and logs fall back to the in-memory entry before 404ing.
  • initialize_guardrail is patched to carry guardrail_info through to the stored Guardrail object, fixing missing type/description fields even after visibility was restored.
  • Helper functions _get_guardrail_field and _to_dict unify attribute vs. dict access across Prisma rows, TypedDicts, and Pydantic models, removing the AttributeError that affected the overview row builder.

Confidence Score: 5/5

Safe to merge — the fix is narrowly scoped to read paths, no write or auth logic is touched, and the new methods correctly exclude stale DB-sourced entries rather than resurrecting them.

The change only adds new read accessors and wires them into existing endpoints behind in-memory lookups that already existed. All three endpoints retain their DB-first precedence; the fallback is a config-sourced-only filter that cannot surface deleted or orphaned DB entries. The companion tests verify the exact scenarios described in the PR and include a regression guard that fails before the fix. No pre-existing behavior is altered.

No files require special attention.

Important Files Changed

Filename Overview
litellm/proxy/guardrails/guardrail_registry.py Added list_config_guardrails() and get_config_guardrail_by_id() to expose only config-sourced entries; fixed initialize_guardrail to carry guardrail_info into the stored Guardrail object
litellm/proxy/guardrails/usage_endpoints.py Overview, detail, and logs endpoints now union DB rows with config guardrails from IN_MEMORY_GUARDRAIL_HANDLER; helper functions _get_guardrail_field and _to_dict unify attribute/dict access across Prisma rows, TypedDicts, and Pydantic models
tests/test_litellm/proxy/guardrails/test_usage_endpoints.py New test file covering all three endpoints: YAML detail 200, missing-id 404, stale DB-sourced not surfaced, DB row resolves, overview includes zero-metric YAML row, logs resolves logical-name alias — no real network calls
tests/test_litellm/proxy/guardrails/test_guardrail_registry.py Added test_list_config_guardrails_excludes_db_sourced and test_get_config_guardrail_by_id_returns_config_only; remaining changes are line-length reformats that don't alter test logic
tests/test_litellm/proxy/guardrails/test_init_guardrails.py Added test_initialize_guardrail_preserves_guardrail_info verifying the regression fix; existing test reformatted only

Reviews (2): Last reviewed commit: "refactor(guardrails): generalize _to_dic..." | Re-trigger Greptile

end = end_date or now.strftime("%Y-%m-%d")
start = start_date or (now - timedelta(days=7)).strftime("%Y-%m-%d")

from litellm.proxy.guardrails.guardrail_registry import IN_MEMORY_GUARDRAIL_HANDLER

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P2 Repeated local import of IN_MEMORY_GUARDRAIL_HANDLER

IN_MEMORY_GUARDRAIL_HANDLER is imported inside three separate endpoint functions (guardrails_usage_overview, guardrails_usage_detail, guardrails_usage_logs). The same module-level circular-import concern that forces prisma_client to be a local import applies here too, but three identical local import statements are noisier than one. A single lazy accessor (e.g., a small _get_handler() helper or importing it once at the top of the function that initializes these endpoints) would be easier to maintain, especially if the import path changes.

Note: If this suggestion doesn't match your team's coding style, reply to this and let me know. I'll remember it for next time!

Comment thread litellm/proxy/guardrails/usage_endpoints.py
@codecov

codecov Bot commented Jul 10, 2026

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Codecov Report

❌ Patch coverage is 97.43590% with 1 line in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
litellm/proxy/guardrails/usage_endpoints.py 96.96% 1 Missing ⚠️

📢 Thoughts on this report? Let us know!

@codspeed-hq

codspeed-hq Bot commented Jul 11, 2026

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Merging this PR will not alter performance

✅ 31 untouched benchmarks


Comparing litellm_/guardrail-monitor-details-fix-8845d6 (8b31b20) with litellm_internal_staging (14338a2)

Open in CodSpeed

Addresses PR review: _to_dict special-cased LitellmParams and returned an
empty dict for any other pydantic model. Switch to isinstance(value,
BaseModel) so it coerces any pydantic model uniformly (BaseModel is already
imported for the response models), which also drops the now-unused
LitellmParams import. Behavior is unchanged for the current call sites.
@yuneng-berri

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@greptile local imports match established conventions in these files, and refactoring this is out of scope. Review again and give an updated score

@devin-ai-integration

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Adding UI proof of the fix. Ran a live proxy on localhost:4000 whose only guardrail is defined in config.yaml (never persisted to the DB, so it exists only in IN_MEMORY_GUARDRAIL_HANDLER), then opened the Guardrail Monitor in the Admin UI

Guardrail Monitor showing a YAML-defined guardrail

What the recording shows

The overview lists yaml-pii-guard with provider presidio, Healthy status, and Active Guardrails: 1; before the fix this row was missing. Clicking it opens the detail panel with type PII and the description from guardrail_info (this endpoint returned 404 Guardrail not found before). The Logs tab resolves the guardrail's logical name and returns cleanly

Config used

guardrails:
  - guardrail_name: "yaml-pii-guard"
    litellm_params:
      guardrail: presidio
      mode: pre_call
      presidio_analyzer_api_base: "http://localhost:5002/"
      presidio_anonymizer_api_base: "http://localhost:5002/"
    guardrail_info:
      type: "PII"
      description: "YAML-defined PII guardrail (LIT-2529 repro)"

@yuneng-berri
yuneng-berri merged commit ff06119 into litellm_internal_staging Jul 16, 2026
129 checks passed
@yuneng-berri
yuneng-berri deleted the litellm_/guardrail-monitor-details-fix-8845d6 branch July 16, 2026 14:10
doonga pushed a commit to greyrock-labs/home-ops that referenced this pull request Jul 29, 2026
…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 [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;32950](https://github.com/BerriAI/litellm/pull/32950)
- fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32911](https://github.com/BerriAI/litellm/pull/32911)
- feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32949](https://github.com/BerriAI/litellm/pull/32949)
- refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32968](https://github.com/BerriAI/litellm/pull/32968)
- refactor(ui): convert endpoint usage charts to shadcn/recharts by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32723](https://github.com/BerriAI/litellm/pull/32723)
- fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32979](https://github.com/BerriAI/litellm/pull/32979)
- feat(router): random-pick multi-model complexity tiers by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32967](https://github.com/BerriAI/litellm/pull/32967)
- fix(xecguard): sanitize scan result before recording it for logging by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32935](https://github.com/BerriAI/litellm/pull/32935)
- fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;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 [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;32944](https://github.com/BerriAI/litellm/pull/32944)
- feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32972](https://github.com/BerriAI/litellm/pull/32972)
- feat(router): soft-floor adaptive mode for complexity router by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32947](https://github.com/BerriAI/litellm/pull/32947)
- docs(github): add QA runbook section to the PR template by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32965](https://github.com/BerriAI/litellm/pull/32965)
- fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32836](https://github.com/BerriAI/litellm/pull/32836)
- build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32981](https://github.com/BerriAI/litellm/pull/32981)
- ci(ui): report only error-level knip findings in CI by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32971](https://github.com/BerriAI/litellm/pull/32971)
- feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;32315](https://github.com/BerriAI/litellm/pull/32315)
- fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32969](https://github.com/BerriAI/litellm/pull/32969)
- fix: show and allow editing team model aliases after team creation by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33047](https://github.com/BerriAI/litellm/pull/33047)
- chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33093](https://github.com/BerriAI/litellm/pull/33093)
- feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32828](https://github.com/BerriAI/litellm/pull/32828)
- fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32741](https://github.com/BerriAI/litellm/pull/32741)
- fix(proxy): track unauthenticated pass-through requests in spend logs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;32410](https://github.com/BerriAI/litellm/pull/32410)
- feat(lasso): send source.type for Used By attribution by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33090](https://github.com/BerriAI/litellm/pull/33090)
- fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@&#8203;thibault-linktree](https://github.com/thibault-linktree) in [#&#8203;33025](https://github.com/BerriAI/litellm/pull/33025)
- fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;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 [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32956](https://github.com/BerriAI/litellm/pull/32956)
- fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33103](https://github.com/BerriAI/litellm/pull/33103)
- refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33040](https://github.com/BerriAI/litellm/pull/33040)
- feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;32991](https://github.com/BerriAI/litellm/pull/32991)
- fix: redact async complete streaming response for custom callbacks by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33106](https://github.com/BerriAI/litellm/pull/33106)
- build(ui): bump [@&#8203;tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33041](https://github.com/BerriAI/litellm/pull/33041)
- fix(ui): address Virtual Keys redesign review nits by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33112](https://github.com/BerriAI/litellm/pull/33112)
- fix(openai/responses): clamp max\_output\_tokens below API minimum by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33098](https://github.com/BerriAI/litellm/pull/33098)
- fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33119](https://github.com/BerriAI/litellm/pull/33119)
- fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33118](https://github.com/BerriAI/litellm/pull/33118)
- refactor(ui): migrate straightforward value debounces to react-pacer by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33042](https://github.com/BerriAI/litellm/pull/33042)
- feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32946](https://github.com/BerriAI/litellm/pull/32946)
- test(proxy): add regression tests for management\_endpoints edge cases by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;32976](https://github.com/BerriAI/litellm/pull/32976)
- fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32974](https://github.com/BerriAI/litellm/pull/32974)
- fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33124](https://github.com/BerriAI/litellm/pull/33124)
- refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33043](https://github.com/BerriAI/litellm/pull/33043)
- chore: add CODEOWNERS for ui and proxy UI build artifacts by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33131](https://github.com/BerriAI/litellm/pull/33131)
- feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32980](https://github.com/BerriAI/litellm/pull/32980)
- feat(ui): rebuild the Teams table on the shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33128](https://github.com/BerriAI/litellm/pull/33128)
- fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;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 [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33115](https://github.com/BerriAI/litellm/pull/33115)
- feat(router): opt-in session affinity for complexity router by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33126](https://github.com/BerriAI/litellm/pull/33126)
- feat(prometheus): expose video duration and image count consumption metrics by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33138](https://github.com/BerriAI/litellm/pull/33138)
- test(e2e): otel trace completeness on /chat/completions by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33132](https://github.com/BerriAI/litellm/pull/33132)
- fix(sso): paginate through all pages when fetching service principal group assignments by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33149](https://github.com/BerriAI/litellm/pull/33149)
- test(e2e): otel trace completeness on /v1/messages by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33133](https://github.com/BerriAI/litellm/pull/33133)
- feat(ui): add adaptive routing settings to Auto-Router v2 by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33146](https://github.com/BerriAI/litellm/pull/33146)
- refactor(mcp): extract the dcr\_bridge token flow into bridge\_token\_flow\.py by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33229](https://github.com/BerriAI/litellm/pull/33229)
- fix(proxy): route master key to team-scoped models by [@&#8203;kunal2002](https://github.com/kunal2002) in [#&#8203;32926](https://github.com/BerriAI/litellm/pull/32926)
- chore(deps): pin httplib2 and setuptools transitive floors by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33233](https://github.com/BerriAI/litellm/pull/33233)
- feat(ui): left-anchor the Create Key and Create Team CTAs by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33248](https://github.com/BerriAI/litellm/pull/33248)
- fix(anthropic/passthrough): drop incompatible temperature when downgrading adaptive thinking for pre-4.6 models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33244](https://github.com/BerriAI/litellm/pull/33244)
- fix(guardrails): run apply\_guardrail-style model-level pre\_call guardrails at deployment hook by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33136](https://github.com/BerriAI/litellm/pull/33136)
- fix(proxy)!: enforce user budget on team keys (read-time + reservation) with UI opt-out by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;32005](https://github.com/BerriAI/litellm/pull/32005)
- fix(e2e): bound spend-log snapshots to a /spend/logs/v2 window by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33265](https://github.com/BerriAI/litellm/pull/33265)
- test(e2e): cover key rpm/tpm rate limiting, window reset, and pacing headers by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32914](https://github.com/BerriAI/litellm/pull/32914)
- fix(anthropic): use native output capability by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33235](https://github.com/BerriAI/litellm/pull/33235)
- fix(ci): retry setup-uv installs to survive transient manifest fetch failures by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33279](https://github.com/BerriAI/litellm/pull/33279)
- fix(proxy): never log raw virtual keys in key insertion debug output by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33268](https://github.com/BerriAI/litellm/pull/33268)
- fix(bedrock\_mantle): route xai.grok-4.3 via /openai/v1 frontier path by [@&#8203;marty-sullivan](https://github.com/marty-sullivan) in [#&#8203;33027](https://github.com/BerriAI/litellm/pull/33027)
- feat(pricing): add gemini-omni-flash-preview with video output token pricing by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33274](https://github.com/BerriAI/litellm/pull/33274)
- fix(auth): scope the JWT enterprise gate to actual JWTs by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33296](https://github.com/BerriAI/litellm/pull/33296)
- fix(s3): sanitize slashes in response-id-derived object key file name by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33271](https://github.com/BerriAI/litellm/pull/33271)
- refactor(ui): migrate guardrails table onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33303](https://github.com/BerriAI/litellm/pull/33303)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33308](https://github.com/BerriAI/litellm/pull/33308)
- feat(guardrails): streaming text transformation in generic\_guardrail\_api by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33110](https://github.com/BerriAI/litellm/pull/33110)
- test(e2e): cover model-aware mid-conversation system handling on Bedrock Invoke /v1/messages by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32963](https://github.com/BerriAI/litellm/pull/32963)
- test(claude\_code): move the Claude Code compatibility matrix under tests/e2e by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;32548](https://github.com/BerriAI/litellm/pull/32548)
- chore(ci): sync litellm\_internal\_staging into daily OSS branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33337](https://github.com/BerriAI/litellm/pull/33337)
- feat(bedrock guardrails): add resource-less InvokeGuardrailChecks (detect-only) mode by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33299](https://github.com/BerriAI/litellm/pull/33299)
- Revert "chore(ci): sync litellm\_internal\_staging into daily OSS branch" by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33339](https://github.com/BerriAI/litellm/pull/33339)
- fix(websearch): intercept web search on the Responses API by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33129](https://github.com/BerriAI/litellm/pull/33129)
- fix(anthropic-adapter): drop empty content\_block\_delta events by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33315](https://github.com/BerriAI/litellm/pull/33315)
- fix(mcp): persist discovered OAuth endpoints and keep last known good on failed re-discovery by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33286](https://github.com/BerriAI/litellm/pull/33286)
- test(e2e): otel trace completeness on streaming chat, messages, and responses (LIT-3787) by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33234](https://github.com/BerriAI/litellm/pull/33234)
- feat(router): resolve auto-router routing plugins from proxy YAML config by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33251](https://github.com/BerriAI/litellm/pull/33251)
- test(e2e): failed request error span carries the full untruncated message and status (LIT-4179) by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33304](https://github.com/BerriAI/litellm/pull/33304)
- refactor(ui): migrate tags table onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33314](https://github.com/BerriAI/litellm/pull/33314)
- fix(cli): surface actionable CLI SSO errors when CLI and proxy versions skew by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33309](https://github.com/BerriAI/litellm/pull/33309)
- feat(bedrock\_mantle): add GPT-5.6 sol/terra/luna to model cost map by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33412](https://github.com/BerriAI/litellm/pull/33412)
- chore(codeowners): exempt generated schema.d.ts from UI ownership by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33411](https://github.com/BerriAI/litellm/pull/33411)
- feat(proxy): push-based OTLP billable-request metering for enterprise deployments by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;31592](https://github.com/BerriAI/litellm/pull/31592)
- fix(mcp): cap per-user OAuth token cache TTL at the token's own lifetime by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33346](https://github.com/BerriAI/litellm/pull/33346)
- feat(ui): move Caching out of Experimental into Developer Tools by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33432](https://github.com/BerriAI/litellm/pull/33432)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33425](https://github.com/BerriAI/litellm/pull/33425)
- chore(ci): merge daily internal staging branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33335](https://github.com/BerriAI/litellm/pull/33335)
- feat(guardrails): add Compresr guardrail for query-aware context compression by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33295](https://github.com/BerriAI/litellm/pull/33295)
- fix(logging): preserve callback order in get\_combined\_callback\_list by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33005](https://github.com/BerriAI/litellm/pull/33005)
- fix(logging): redact assistant tool call arguments in spend logs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33111](https://github.com/BerriAI/litellm/pull/33111)
- fix(anthropic): honor messages request timeout by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33418](https://github.com/BerriAI/litellm/pull/33418)
- fix(llm\_guard): apply sanitized prompt returned by moderation API to request by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33331](https://github.com/BerriAI/litellm/pull/33331)
- fix(logging): stop pinning large request payloads past request end by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33455](https://github.com/BerriAI/litellm/pull/33455)
- feat(guardrails): forward optional metadata on POST /guardrails/apply\_guardrail by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33067](https://github.com/BerriAI/litellm/pull/33067)
- build: raise requires-python cap to <3.15 so Python 3.14 installs current releases by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33438](https://github.com/BerriAI/litellm/pull/33438)
- feat(ui): add reusable BetaBadge and use it for Projects sidebar item by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33449](https://github.com/BerriAI/litellm/pull/33449)
- fix(mcp): discover missing OAuth scopes and token\_url when authorization\_url is set manually by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33317](https://github.com/BerriAI/litellm/pull/33317)
- feat(ui): show exact license expiration date in usage cards by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33478](https://github.com/BerriAI/litellm/pull/33478)
- test(claude\_code): rename misleading REPO\_ROOT to SUITE\_ROOT in test\_v0\_layout by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33472](https://github.com/BerriAI/litellm/pull/33472)
- build(deps): update ddtrace to the 4.x line by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33484](https://github.com/BerriAI/litellm/pull/33484)
- fix(complexity\_router): return empty dict from \_classifier\_call\_metadata when metadata is absent by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33446](https://github.com/BerriAI/litellm/pull/33446)
- fix(key management): enforce minimum custom key length and mask short keys in key\_name by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33462](https://github.com/BerriAI/litellm/pull/33462)
- chore(ui): remove unmounted UsageIndicator and the Hide Usage Indicator flag by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33473](https://github.com/BerriAI/litellm/pull/33473)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33491](https://github.com/BerriAI/litellm/pull/33491)
- fix(ui): stop sending the complexity-router pseudo-model to /health/test\_connection by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33498](https://github.com/BerriAI/litellm/pull/33498)
- feat(cli): add lite up/down to ambiently route Claude Code through the proxy by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;33231](https://github.com/BerriAI/litellm/pull/33231)
- feat(complexity\_router): enable session\_affinity by default by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33500](https://github.com/BerriAI/litellm/pull/33500)
- fix(anthropic): stop 500 on combined thinking+signature streaming chunk by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33505](https://github.com/BerriAI/litellm/pull/33505)
- feat(autoroute): prompt for semantic keywords per tier in configure wizard by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33508](https://github.com/BerriAI/litellm/pull/33508)
- fix(cli/anthropic): unblock lite autoroute proxy deps, adaptive thinking, and thinking+signature streaming by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33507](https://github.com/BerriAI/litellm/pull/33507)
- test(ocr): use mistral-document-ai-2512 in azure\_ai OCR tests by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33489](https://github.com/BerriAI/litellm/pull/33489)
- fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33357](https://github.com/BerriAI/litellm/pull/33357)
- refactor(ui): migrate vector stores, prompts, and skills tables onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33343](https://github.com/BerriAI/litellm/pull/33343)
- test(e2e): datadog log delivery for successful chat, messages, and responses (LIT-4447) by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33415](https://github.com/BerriAI/litellm/pull/33415)
- fix(cli): make CLI output ASCII-only so it doesn't crash legacy Windows consoles by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33465](https://github.com/BerriAI/litellm/pull/33465)
- fix: remove dead user-cache lookup with None key in spend-update path by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33555](https://github.com/BerriAI/litellm/pull/33555)
- feat(helm): add per-component PodDisruptionBudget and topologySpreadConstraints to componentized chart by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33430](https://github.com/BerriAI/litellm/pull/33430)
- fix(e2e/claude\_code): unblock stage collection, align proxy env names, register compat models by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33433](https://github.com/BerriAI/litellm/pull/33433)
- fix(mcp): index authed request-time tools missing from the semantic filter startup index by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33318](https://github.com/BerriAI/litellm/pull/33318)
- fix(streaming): use provider-reported usage cost for OpenRouter streams by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;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 [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33450](https://github.com/BerriAI/litellm/pull/33450)
- feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33459](https://github.com/BerriAI/litellm/pull/33459)
- fix(router): cast model\_info cost values to float in \_set\_model\_group\_info by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33556](https://github.com/BerriAI/litellm/pull/33556)
- chore(e2e): establish litellm\_e2e\_staging integration line by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33502](https://github.com/BerriAI/litellm/pull/33502)
- fix(ui): navigate to /ui/login/ with trailing slash via hard navigation by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33561](https://github.com/BerriAI/litellm/pull/33561)
- feat(logging): add structured budget fields to budget rejection failure logs by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33460](https://github.com/BerriAI/litellm/pull/33460)
- fix(streaming): surface upstream connection resets instead of empty 200 streams by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33222](https://github.com/BerriAI/litellm/pull/33222)
- fix(proxy\_cli): reap orphaned prisma query-engine processes when a worker dies by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33424](https://github.com/BerriAI/litellm/pull/33424)
- test(reasoning\_effort\_grid): enable azure fable-5 and opus-4-8 grid cells by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;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 [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33574](https://github.com/BerriAI/litellm/pull/33574)
- fix(proxy): coerce default\_internal\_user\_params.max\_budget to float on config load by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;32434](https://github.com/BerriAI/litellm/pull/32434)
- fix(router): honor per-request routing\_strategy from key/team router\_settings by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33429](https://github.com/BerriAI/litellm/pull/33429)
- fix(redis): honor ssl value instead of key presence when building async connection pool by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;32590](https://github.com/BerriAI/litellm/pull/32590)
- fix(langfuse\_otel): build per-request OTLP exporter from key and team dynamic Langfuse credentials by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;32437](https://github.com/BerriAI/litellm/pull/32437)
- ci: run zizmor and proxy-db unit tests on PRs targeting litellm\_ branches by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33568](https://github.com/BerriAI/litellm/pull/33568)
- fix(router): apply team/key enable\_tag\_filtering to tag routing by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33436](https://github.com/BerriAI/litellm/pull/33436)
- feat(proxy): add disable\_auto\_add\_proxy\_admin\_to\_teams flag by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;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 [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33565](https://github.com/BerriAI/litellm/pull/33565)
- feat(e2e): emit structured E2E\_RESULT lines for package status history by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33571](https://github.com/BerriAI/litellm/pull/33571)
- fix(docker): restore litellm-proxy-extras source dir in runtime images by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33592](https://github.com/BerriAI/litellm/pull/33592)
- feat(ui): require embedding model for semantic auto router by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33313](https://github.com/BerriAI/litellm/pull/33313)
- feat(scim): ingest and round-trip SCIM entitlements and roles user attributes by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33587](https://github.com/BerriAI/litellm/pull/33587)
- refactor(ui): migrate 5 simple tables onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33554](https://github.com/BerriAI/litellm/pull/33554)
- fix(mcp): keep the MCP reference intact when the semantic filter narrows tools by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33584](https://github.com/BerriAI/litellm/pull/33584)
- fix(sso): stop enforcing UI session budget on CLI login tokens by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33312](https://github.com/BerriAI/litellm/pull/33312)
- test: e2e staging leftovers by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;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 [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;33474](https://github.com/BerriAI/litellm/pull/33474)
- test(e2e): otel streaming spans record a real ttft below span duration by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33588](https://github.com/BerriAI/litellm/pull/33588)
- fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33586](https://github.com/BerriAI/litellm/pull/33586)
- fix(ui): show all teams in policy attachment form for admins by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33628](https://github.com/BerriAI/litellm/pull/33628)
- refactor(ui): migrate AI Hub, public hub, and MCP Toolsets tables onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33629](https://github.com/BerriAI/litellm/pull/33629)
- test(e2e): datadog log delivery for streamed routes, read back from the real datadog api by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33566](https://github.com/BerriAI/litellm/pull/33566)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33640](https://github.com/BerriAI/litellm/pull/33640)
- fix(vertex\_ai): surface Gemini grounding toolUsePromptTokenCount in Usage by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33533](https://github.com/BerriAI/litellm/pull/33533)
- test(e2e): harness fixes for stage job green (skips + router/UI/budget) by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33634](https://github.com/BerriAI/litellm/pull/33634)
- fix(router): resolve prompt cache minimum per model instead of a flat 1024 by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33637](https://github.com/BerriAI/litellm/pull/33637)
- fix(logging): classify async anthropic\_messages and generate\_content as async by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33589](https://github.com/BerriAI/litellm/pull/33589)
- fix(ui): remove Chat item from dashboard leftnav by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33647](https://github.com/BerriAI/litellm/pull/33647)
- fix(router): tag-aware pre-routing strategy selection for shared model\_name by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33691](https://github.com/BerriAI/litellm/pull/33691)
- fix(proxy): enforce max\_parallel\_requests as a per-slot concurrency gauge by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;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 [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33710](https://github.com/BerriAI/litellm/pull/33710)
- fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33612](https://github.com/BerriAI/litellm/pull/33612)
- feat(complexity-router): user-triggered escalation keywords by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33656](https://github.com/BerriAI/litellm/pull/33656)
- fix(fireworks\_ai): bill prompt-cache hits at cache\_read rate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33714](https://github.com/BerriAI/litellm/pull/33714)
- fix(pricing): mark realtime-only gpt-realtime models as mode realtime by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33728](https://github.com/BerriAI/litellm/pull/33728)
- fix(rag): track LLM completion usage and spend for /v1/rag/query by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;32438](https://github.com/BerriAI/litellm/pull/32438)
- feat(anthropic): add enable\_anthropic\_prompt\_caching for automatic cache\_control injection by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33573](https://github.com/BerriAI/litellm/pull/33573)
- fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33719](https://github.com/BerriAI/litellm/pull/33719)
- fix(proxy): resolve router\_settings.plugins dotted paths and load plugins from installed packages by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;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 [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33632](https://github.com/BerriAI/litellm/pull/33632)
- feat(router): add router plugin reference catalog by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33746](https://github.com/BerriAI/litellm/pull/33746)
- test(e2e): assert an org budget block is a 429 naming the organization by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33638](https://github.com/BerriAI/litellm/pull/33638)
- fix(proxy): bill partial streamed spend when the client disconnects mid-stream by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33736](https://github.com/BerriAI/litellm/pull/33736)
- test(e2e): delete unreferenced Grafana panel docs by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;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 [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33755](https://github.com/BerriAI/litellm/pull/33755)
- refactor(e2e): replace bespoke result reporter with standard JUnit report by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33758](https://github.com/BerriAI/litellm/pull/33758)
- test(e2e): user budget across keys and team member budget isolation by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;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 [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33749](https://github.com/BerriAI/litellm/pull/33749)
- feat(mcp): per-server outcomes for aggregate tools/list and truthful single-server REST statuses by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33153](https://github.com/BerriAI/litellm/pull/33153)
- test(e2e): mcp suite for key-without-access denial by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33752](https://github.com/BerriAI/litellm/pull/33752)
- chore(ci): merge oss branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33784](https://github.com/BerriAI/litellm/pull/33784)
- chore(ci): merge oss branch - July 17th by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33793](https://github.com/BerriAI/litellm/pull/33793)
- fix(ui): migrate tag deletion to shared DeleteResourceModal by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33798](https://github.com/BerriAI/litellm/pull/33798)
- chore(guardrails): remove docstring from singulr module for consistency by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33800](https://github.com/BerriAI/litellm/pull/33800)
- fix(ui): stop credential edit from persisting the masked api key by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33797](https://github.com/BerriAI/litellm/pull/33797)
- build(deps): allow redisvl, pypdf, and openapi-core on Python 3.14 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33801](https://github.com/BerriAI/litellm/pull/33801)
- test(proxy): make streaming-cancel mocks awaitable for the disconnect slot release by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33802](https://github.com/BerriAI/litellm/pull/33802)
- test(e2e): a member's team budget cuts off only that member's key by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33718](https://github.com/BerriAI/litellm/pull/33718)
- test(e2e): a user's max\_budget follows the person across personal and team keys by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33762](https://github.com/BerriAI/litellm/pull/33762)
- test(e2e): skip flaky OpenAI GPT cells; raise multi-window max\_tokens by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33799](https://github.com/BerriAI/litellm/pull/33799)
- chore: remove accidentally committed dist tarball and ignore dist/ by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33805](https://github.com/BerriAI/litellm/pull/33805)
- fix(passthrough): stop classifying plain 'predict'/'search' paths as Vertex by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33658](https://github.com/BerriAI/litellm/pull/33658)
- build(deps): bump mcp lock to 1.28.1 to clear image-scan findings by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33803](https://github.com/BerriAI/litellm/pull/33803)
- test(pricing): pin the realtime mode assertion to the bundled cost map by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33806](https://github.com/BerriAI/litellm/pull/33806)
- fix(proxy): derive session id from Anthropic metadata.user\_id for session affinity by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33723](https://github.com/BerriAI/litellm/pull/33723)
- test(e2e): budget reset diagonal for team, org, user, and [#&#8203;32005](https://github.com/BerriAI/litellm/issues/32005) team-member keys by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;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 [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33721](https://github.com/BerriAI/litellm/pull/33721)
- fix(fireworks\_ai): correct glm-5p2 prompt-cache read price to $0.14/1M by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33796](https://github.com/BerriAI/litellm/pull/33796)
- feat(proxy): add x-litellm-model-name response header with deployment model string by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33698](https://github.com/BerriAI/litellm/pull/33698)
- feat: add Straiker guardrail integration by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33781](https://github.com/BerriAI/litellm/pull/33781)
- fix(vertex\_ai): exclude Gemini Google Search grounding tokens from input token billing by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33742](https://github.com/BerriAI/litellm/pull/33742)
- feat(fireworks\_ai): map litellm session id to x-session-affinity header for prompt caching by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33717](https://github.com/BerriAI/litellm/pull/33717)
- feat(ui): configure Anthropic automatic prompt caching from the Admin UI by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33581](https://github.com/BerriAI/litellm/pull/33581)
- fix(router): enforce context-window pre-call checks for Responses API input by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33706](https://github.com/BerriAI/litellm/pull/33706)
- fix(otel): restore proxy-level error.\* attributes on v2 failure spans (LIT-4179) by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;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 [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33768](https://github.com/BerriAI/litellm/pull/33768)
- refactor(ui): consolidate Add/Edit credential modals into one CredentialModal by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32572](https://github.com/BerriAI/litellm/pull/32572)
- feat(mcp): add ID-JAG (identity assertion authorization grant) support for MCP egress by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;31516](https://github.com/BerriAI/litellm/pull/31516)
- refactor(ui): migrate policy attachments table onto shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33827](https://github.com/BerriAI/litellm/pull/33827)
- docs(litellm-rust): add provider coding standards by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33833](https://github.com/BerriAI/litellm/pull/33833)
- test(e2e): rename Gateway to ProxyClient and expose it as a session-scoped pytest fixture by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33750](https://github.com/BerriAI/litellm/pull/33750)
- feat(messages): route Azure Anthropic /messages through Rust behind rust:true by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33616](https://github.com/BerriAI/litellm/pull/33616)
- test(e2e): add Locust throughput load test that runs last by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33748](https://github.com/BerriAI/litellm/pull/33748)
- fix(proxy): resolve team wildcard credentials for vector store files by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;33649](https://github.com/BerriAI/litellm/pull/33649)
- refactor(e2e): fold claude\_code HTTP probes onto shared ProxyClient methods by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33760](https://github.com/BerriAI/litellm/pull/33760)
- test(e2e): harden stage flakes for batches, UI, and MCP by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33831](https://github.com/BerriAI/litellm/pull/33831)
- fix(e2e): migrate load suite from e2e\_gateway to ProxyClient by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;33839](https://github.com/BerriAI/litellm/pull/33839)
- chore(e2e): remove tests/e2e/docker-compose.yml by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33837](https://github.com/BerriAI/litellm/pull/33837)
- test(e2e): cover /v1/responses openai basic nonstream and stream by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33830](https://github.com/BerriAI/litellm/pull/33830)
- test(e2e): cover /v1/responses openai cost\_logged and tool\_use by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33835](https://github.com/BerriAI/litellm/pull/33835)
- test(e2e): cover /v1/responses OpenAI vision and Anthropic basic by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33838](https://github.com/BerriAI/litellm/pull/33838)
- test(e2e): spendlog cost for streaming /v1/messages via responses bridge by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33853](https://github.com/BerriAI/litellm/pull/33853)
- feat(chat-ui): add personal Logs view scoped to the current user by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33829](https://github.com/BerriAI/litellm/pull/33829)
- chore: bump litellm-proxy-extras 0.4.78 -> 0.4.79 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33855](https://github.com/BerriAI/litellm/pull/33855)
- docs(litellm-rust): require the official Rust Style Guide in agent rules by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33867](https://github.com/BerriAI/litellm/pull/33867)
- fix(router): treat malformed configured token limits as absent on /v1/models by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33864](https://github.com/BerriAI/litellm/pull/33864)
- chore: rebuild admin UI bundle for the rc release by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33857](https://github.com/BerriAI/litellm/pull/33857)
- docs(rust): add provider abstraction standards by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33865](https://github.com/BerriAI/litellm/pull/33865)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33868](https://github.com/BerriAI/litellm/pull/33868)
- chore(release): backport [#&#8203;33929](https://github.com/BerriAI/litellm/issues/33929) to rc/1.94.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34033](https://github.com/BerriAI/litellm/pull/34033)
- chore(release): backport [#&#8203;33810](https://github.com/BerriAI/litellm/issues/33810), [#&#8203;33733](https://github.com/BerriAI/litellm/issues/33733) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post1 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34640](https://github.com/BerriAI/litellm/pull/34640)
- chore(release): backport [#&#8203;33899](https://github.com/BerriAI/litellm/issues/33899), [#&#8203;33978](https://github.com/BerriAI/litellm/issues/33978), [#&#8203;34582](https://github.com/BerriAI/litellm/issues/34582), [#&#8203;34675](https://github.com/BerriAI/litellm/issues/34675) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post2 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34855](https://github.com/BerriAI/litellm/pull/34855)
- fix(ui): backport cache leakage card layout fix to rc/1.94.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34964](https://github.com/BerriAI/litellm/pull/34964)
- fix(ui): add missing cost-optimization page description on rc/1.94.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34967](https://github.com/BerriAI/litellm/pull/34967)
- feat(ui): mark Cost Optimization as beta in the left nav ([#&#8203;34984](https://github.com/BerriAI/litellm/issues/34984)) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34987](https://github.com/BerriAI/litellm/pull/34987)
- chore: rebuild Admin UI bundle for v1.94.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34994](https://github.com/BerriAI/litellm/pull/34994)
- chore: rebuild Admin UI bundle for rc/1.94.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;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 [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;32950](https://github.com/BerriAI/litellm/pull/32950)
- fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32911](https://github.com/BerriAI/litellm/pull/32911)
- feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32949](https://github.com/BerriAI/litellm/pull/32949)
- refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32968](https://github.com/BerriAI/litellm/pull/32968)
- refactor(ui): convert endpoint usage charts to shadcn/recharts by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32723](https://github.com/BerriAI/litellm/pull/32723)
- fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32979](https://github.com/BerriAI/litellm/pull/32979)
- feat(router): random-pick multi-model complexity tiers by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32967](https://github.com/BerriAI/litellm/pull/32967)
- fix(xecguard): sanitize scan result before recording it for logging by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32935](https://github.com/BerriAI/litellm/pull/32935)
- fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;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 [@&#8203;akapur99](https://github.com/akapur99) in [#&#8203;32944](https://github.com/BerriAI/litellm/pull/32944)
- feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32972](https://github.com/BerriAI/litellm/pull/32972)
- feat(router): soft-floor adaptive mode for complexity router by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32947](https://github.com/BerriAI/litellm/pull/32947)
- docs(github): add QA runbook section to the PR template by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32965](https://github.com/BerriAI/litellm/pull/32965)
- fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32836](https://github.com/BerriAI/litellm/pull/32836)
- build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32981](https://github.com/BerriAI/litellm/pull/32981)
- ci(ui): report only error-level knip findings in CI by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;32971](https://github.com/BerriAI/litellm/pull/32971)
- feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;32315](https://github.com/BerriAI/litellm/pull/32315)
- fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;32969](https://github.com/BerriAI/litellm/pull/32969)
- fix: show and allow editing team model aliases after team creation by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33047](https://github.com/BerriAI/litellm/pull/33047)
- chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33093](https://github.com/BerriAI/litellm/pull/33093)
- feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32828](https://github.com/BerriAI/litellm/pull/32828)
- fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32741](https://github.com/BerriAI/litellm/pull/32741)
- fix(proxy): track unauthenticated pass-through requests in spend logs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;32410](https://github.com/BerriAI/litellm/pull/32410)
- feat(lasso): send source.type for Used By attribution by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33090](https://github.com/BerriAI/litellm/pull/33090)
- fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@&#8203;thibault-linktree](https://github.com/thibault-linktree) in [#&#8203;33025](https://github.com/BerriAI/litellm/pull/33025)
- fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;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 [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;32956](https://github.com/BerriAI/litellm/pull/32956)
- fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33103](https://github.com/BerriAI/litellm/pull/33103)
- refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33040](https://github.com/BerriAI/litellm/pull/33040)
- feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;32991](https://github.com/BerriAI/litellm/pull/32991)
- fix: redact async complete streaming response for custom callbacks by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33106](https://github.com/BerriAI/litellm/pull/33106)
- build(ui): bump [@&#8203;tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33041](https://github.com/BerriAI/litellm/pull/33041)
- fix(ui): address Virtual Keys redesign review nits by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33112](https://github.com/BerriAI/litellm/pull/33112)
- fix(openai/responses): clamp max\_output\_tokens below API minimum by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33098](https://github.com/BerriAI/litellm/pull/33098)
- fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;33119](https://github.com/BerriAI/litellm/pull/33119)
- fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33118](https://github.com/BerriAI/litellm/pull/33118)
- refactor(ui): migrate straightforward value debounces to react-pacer by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33042](https://github.com/BerriAI/litellm/pull/33042)
- feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32946](https://github.com/BerriAI/litellm/pull/32946)
- test(proxy): add regression tests for management\_endpoints edge cases by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;32976](https://github.com/BerriAI/litellm/pull/32976)
- fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;32974](https://github.com/BerriAI/litellm/pull/32974)
- fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33124](https://github.com/BerriAI/litellm/pull/33124)
- refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;33043](https://github.com/BerriAI/litellm/pull/33043)
- chore: add CODEOWNERS for ui and proxy UI build artifacts by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33131](https://github.com/BerriAI/litellm/pull/33131)
- feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;32980](https://github.com/BerriAI/litellm/pull/32980)
- feat(ui): rebuild the Teams table on the shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;33128](https://github.com/BerriAI/litellm/pull/33128)
- fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;33113](https://github.com/BerriAI/litellm/pull/33113)
- fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy…
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