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fix(proxy): expand config-defined model access groups when resolving team models for /v2/model/info - #34211

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ryan-crabbe-berri merged 3 commits into
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litellm_lit_4433_team_access_group_model_visibility
Aug 12, 2026
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fix(proxy): expand config-defined model access groups when resolving team models for /v2/model/info#34211
ryan-crabbe-berri merged 3 commits into
litellm_internal_stagingfrom
litellm_lit_4433_team_access_group_model_visibility

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@ryan-crabbe-berri

@ryan-crabbe-berri ryan-crabbe-berri commented Jul 22, 2026

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TLDR

Problem this solves:

  • Teams granted a config model access group saw empty Models + Endpoints
  • A model sharing a group's name was hidden from listings yet callable

How it solves it:

  • Resolve team.models through the same resolver runtime auth uses
  • Listings keep a literal model whose name collides with a group

User Flow

Before: a team member whose team is granted a model access group sees an empty Models + Endpoints page

  1. The proxy admin tags two deployments with access group team-models-group in the config and creates a team whose only model grant is team-models-group
  2. A member of that team sends GET http://localhost:4000/v1/models with their team key and gets both models back
  3. The same member opens http://localhost:4000/ui/?page=models and selects their team: the table is empty, and the raw call behind it, GET /v2/model/info?include_team_models=true&teamId=..., returns {"data": [], "total_count": 0}
  4. POST /v1/chat/completions with either model returns 200, so the page contradicts what the key can actually do

After: the models page lists exactly what the team can call

  1. Same config, team, and key
  2. GET /v2/model/info?include_team_models=true&teamId=... returns both group members with the team's id attached, and the UI table shows them
  3. A deployment that happens to share the group's name now also appears in both GET /v1/models and the models page instead of silently disappearing while still being callable

Relevant issues

Linear ticket

Resolves LIT-4433

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)

Delays in PR merge?

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

Screenshots / Proof of Fix

Captured live against a DB-backed local proxy on :44331. The config tags two deployments with the config-defined access group lit4433-team-models, adds a third deployment literally named lit4433-team-models (the collision case), and a fourth deployment in a different group. The team's only grant is the string lit4433-team-models

model_list:
  - model_name: lit4433-allowed-model-a
    litellm_params: {model: openai/gpt-4o-mini, mock_response: "allowed model a"}
    model_info: {access_groups: ["lit4433-team-models"]}
  - model_name: lit4433-allowed-model-b
    litellm_params: {model: openai/gpt-4o-mini, mock_response: "allowed model b"}
    model_info: {access_groups: ["lit4433-team-models"]}
  - model_name: lit4433-team-models
    litellm_params: {model: openai/gpt-4o-mini, mock_response: "collision literal model"}
  - model_name: lit4433-outside-model
    litellm_params: {model: openai/gpt-4o-mini, mock_response: "outside model"}
    model_info: {access_groups: ["lit4433-other-models"]}

Setup, identical on every run

$ curl -s -X POST $BASE/team/new -H "Authorization: Bearer sk-1234" -d '{"team_id": "lit4433-repro-team", "models": ["lit4433-team-models"]}'
$ curl -s -X POST $BASE/user/new -d '{"user_id": "lit4433-repro-user", "user_role": "internal_user", "teams": ["lit4433-repro-team"]}'
$ curl -s -X POST $BASE/key/generate -d '{"team_id": "lit4433-repro-team", "user_id": "lit4433-repro-user", "models": []}'

Main bug, before, captured at 422d925 (latest litellm_internal_staging without this PR)

/v1/models resolves the group but the Models + Endpoints endpoint returns nothing

$ curl -s $BASE/v1/models -H "Authorization: Bearer $TEAM_KEY"
"id":"lit4433-allowed-model-a"
"id":"lit4433-allowed-model-b"

$ curl -s "$BASE/v2/model/info?include_team_models=true&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
{"data":[],"total_count":0,"current_page":1,"total_pages":0,"size":50}

$ curl -s "$BASE/v2/model/info?include_team_models=true&teamId=lit4433-repro-team&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
{"data":[],"total_count":0,"current_page":1,"total_pages":0,"size":50}

Main bug, after, captured at 740f75b

Both /v2 queries return the group members and runtime enforcement is unchanged

$ curl -s "$BASE/v2/model/info?include_team_models=true&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
"model_name":"lit4433-allowed-model-a"
"model_name":"lit4433-allowed-model-b"
"total_count":2

$ curl -s "$BASE/v2/model/info?include_team_models=true&teamId=lit4433-repro-team&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
"model_name":"lit4433-allowed-model-a"
"model_name":"lit4433-allowed-model-b"
"total_count":2

$ curl -s -w '%{http_code}' -X POST $BASE/v1/chat/completions -d '{"model": "lit4433-allowed-model-a", ...}'
200
$ curl -s -w '%{http_code}' -X POST $BASE/v1/chat/completions -d '{"model": "lit4433-outside-model", ...}'
403 team not allowed to access model. This team can only access models=['lit4433-team-models']. Tried to access lit4433-outside-model

Collision hardening, before, captured at 740f75b

The deployment named lit4433-team-models is callable but hidden from every listing

$ curl -s $BASE/v1/models -H "Authorization: Bearer $TEAM_KEY"
"id":"lit4433-allowed-model-a"
"id":"lit4433-allowed-model-b"

$ curl -s "$BASE/v2/model/info?include_team_models=true&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
"model_name":"lit4433-allowed-model-a"
"model_name":"lit4433-allowed-model-b"
"total_count":2

$ curl -s -w '%{http_code}' -X POST $BASE/v1/chat/completions -d '{"model": "lit4433-team-models", ...}'
200

Collision hardening, after, captured at c773891

Listings now match runtime access exactly: the literal deployment and both group members are visible, the outside model stays denied

$ curl -s $BASE/v1/models -H "Authorization: Bearer $TEAM_KEY"
"id":"lit4433-team-models"
"id":"lit4433-allowed-model-a"
"id":"lit4433-allowed-model-b"

$ curl -s "$BASE/v2/model/info?include_team_models=true&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
"model_name":"lit4433-allowed-model-a"
"model_name":"lit4433-allowed-model-b"
"model_name":"lit4433-team-models"
"total_count":3

$ curl -s "$BASE/v2/model/info?include_team_models=true&teamId=lit4433-repro-team&page=1&size=50" -H "Authorization: Bearer $TEAM_KEY"
"model_name":"lit4433-allowed-model-a"
"model_name":"lit4433-allowed-model-b"
"model_name":"lit4433-team-models"
"total_count":3

$ curl -s -w '%{http_code}' -X POST $BASE/v1/chat/completions -d '{"model": "lit4433-team-models", ...}'
200
$ curl -s -w '%{http_code}' -X POST $BASE/v1/chat/completions -d '{"model": "lit4433-outside-model", ...}'
403

Type

🐛 Bug Fix

Caveats (if any)

  • /v1/models now also lists a literal model colliding with a group name; strictly additive and matches what runtime auth already allowed
  • A colliding name still widens the grant to group members at runtime; pre-existing behavior, the real fix is typed group grants (follow-up)
  • No validation stops an admin from reusing a model name as a group name; same follow-up

Final Attestation

  • The tests check the right things, including the edge cases, and regressions in the respective real-world customer use-cases are not possible after this PR

@greptile-apps

greptile-apps Bot commented Jul 22, 2026

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Greptile Summary

This PR aligns model listings with runtime authorization semantics.

  • Expands config-defined model access groups when resolving team models for /v2/model/info.
  • Preserves a literal deployed model when its name also identifies an access group.
  • Adds regression coverage for group expansion, mixed grants, name collisions, and team-scoped deployments.

Confidence Score: 5/5

The PR appears safe to merge.

No blocking failure remains.

Important Files Changed

Filename Overview
litellm/proxy/auth/model_checks.py Access-group expansion now preserves colliding literal deployments, matching the authorization helper’s union semantics.
litellm/proxy/proxy_server.py Team model metadata now resolves config-defined access groups before mapping deployments while retaining team-scoped router filtering.
tests/test_litellm/proxy/auth/test_model_checks.py Adds focused coverage for literal model and access-group name collisions.
tests/test_litellm/proxy/proxy_server/test_team_model_name_translation.py Adds endpoint-level regression coverage for teams granted only a config-defined access group.
tests/test_litellm/proxy/test_proxy_server.py Covers group expansion, mixed grants, collision behavior, unrelated groups, and cross-team deployment filtering.

Reviews (2): Last reviewed commit: "fix(proxy): keep a literal model whose n..." | Re-trigger Greptile

Comment on lines +11078 to +11082
resolved_model_names = get_team_models(
team_models=team_object.models,
proxy_model_list=proxy_model_list,
model_access_groups=model_access_groups,
)

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P1 security Model And Group Name Collision

When a literal model name is also used as an access-group name, get_team_models removes that literal grant and replaces it with the group's members. A team granted only the literal model can therefore receive incorrect /v2/model/info access metadata, including unrelated group members, while losing the intended model

@codecov

codecov Bot commented Jul 22, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

@codspeed-hq

codspeed-hq Bot commented Jul 22, 2026

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Merging this PR will not alter performance

✅ 31 untouched benchmarks


Comparing litellm_lit_4433_team_access_group_model_visibility (fe3a234) with litellm_internal_staging (40cd969)

Open in CodSpeed

…team models for /v2/model/info

Teams whose only model grant is a config-defined access group (a model_info.access_groups
name listed in team.models) got an empty /v2/model/info?include_team_models=true result.
_add_team_models_to_all_models passed each team.models entry straight to
llm_router.get_model_list(model_name=...), which never matches an access-group name, so
the group's member deployments were dropped. Runtime auth and /v1/models were unaffected
because they expand team.models through get_team_models first.

Resolve team.models through the same get_team_models resolver before iterating, reusing the
exact path runtime auth and /v1/models trust so the two can't drift again. The get_model_names
and get_model_access_groups accessors are hoisted above the team loop so they run once.
@ryan-crabbe-berri
ryan-crabbe-berri force-pushed the litellm_lit_4433_team_access_group_model_visibility branch from 562bbfd to 740f75b Compare August 11, 2026 20:28
…roup name in listings

A grant string that names both a deployed model and a config access group grants
BOTH at runtime (_check_model_access_helper unions them), but the listing resolver
dropped the literal and substituted the group members, hiding a callable model from
/v1/models and /v2/model/info. Keep the literal when it is also a deployed model so
listings match runtime access exactly. Pure-group names (no collision) are still
replaced by their members. Also rewrites _get_models_from_access_groups to build
its result without mutating the input list.

Addresses the Greptile P1 on this PR.
@ryan-crabbe-berri

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@greptileai please re-review: the rebase plus the new listing-side collision fix address the model and group name collision finding

@ryan-crabbe-berri
ryan-crabbe-berri merged commit 2d12a3e into litellm_internal_staging Aug 12, 2026
80 of 81 checks passed
@ryan-crabbe-berri
ryan-crabbe-berri deleted the litellm_lit_4433_team_access_group_model_visibility branch August 12, 2026 19:54
doonga pushed a commit to greyrock-labs/home-ops that referenced this pull request Aug 24, 2026
…8.0) (#393)

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 | `v1.97.0` → `v1.98.0` |

---

### Release Notes

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

### [`v1.98.0`](https://github.com/BerriAI/litellm/releases/tag/v1.98.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.98.0...v1.98.0)

##### 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:v1.98.0
```

**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/v1.98.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.98.0
```

Expected output:

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

***

##### What's Changed

- fix(bedrock): drop toolSpec.strict for Claude Sonnet 5 on Converse by [@&#8203;kr0k](https://github.com/kr0k) in [#&#8203;33196](https://github.com/BerriAI/litellm/pull/33196)
- fix(batches): attribute Vertex passthrough batch cost to key/team/tags by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;34456](https://github.com/BerriAI/litellm/pull/34456)
- docs: rewrite the CLAUDE.md comment rule with explicit exceptions by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36301](https://github.com/BerriAI/litellm/pull/36301)
- fix(proxy): scope file list pagination cursors to the caller by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36093](https://github.com/BerriAI/litellm/pull/36093)
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- fix(proxy): report has\_more false on caller-scoped file list pages by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36326](https://github.com/BerriAI/litellm/pull/36326)
- fix(proxy): restore management\_v1 query-param validation under fastapi>=0.140.7 by [@&#8203;HuanQian571](https://github.com/HuanQian571) in [#&#8203;35773](https://github.com/BerriAI/litellm/pull/35773)
- fix(proxy): stop /{provider}/v1/files from capturing /openai\_passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36092](https://github.com/BerriAI/litellm/pull/36092)
- chore(typing): remove 914 basedpyright Any errors across 16 hotspot files by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36386](https://github.com/BerriAI/litellm/pull/36386)
- fix(router): keep batch fallbacks inside the model group that owns the file by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36181](https://github.com/BerriAI/litellm/pull/36181)
- feat(ptu): configure provisioned-throughput flat cost on a model deployment by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;35341](https://github.com/BerriAI/litellm/pull/35341)
- docs: clarify the CLAUDE.md comment exceptions are any-of by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36421](https://github.com/BerriAI/litellm/pull/36421)
- docs: replace the Changes PR template section with Caveats by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36423](https://github.com/BerriAI/litellm/pull/36423)
- fix(bedrock): enable native structured output for GLM 5 and DeepSeek V3.2 by [@&#8203;alexshtf](https://github.com/alexshtf) in [#&#8203;35669](https://github.com/BerriAI/litellm/pull/35669)
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- feat(ptu): add PTU inputs to the model form and flat cost to the Usage page by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;35393](https://github.com/BerriAI/litellm/pull/35393)
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- fix(model\_prices): refresh deprecation dates, correct xAI pricing and add missing provider models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36403](https://github.com/BerriAI/litellm/pull/36403)
- feat(ptu): gate PTU flat-cost attribution behind an opt-in env var by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36138](https://github.com/BerriAI/litellm/pull/36138)
- ci: cache Prisma CLI and engine binaries, split test timeout from setup by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36417](https://github.com/BerriAI/litellm/pull/36417)
- feat(rate limiting): configurable estimated output tokens per key, team and model by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36143](https://github.com/BerriAI/litellm/pull/36143)
- fix(ui): hide admin-only Logs tabs from roles that cannot call their endpoints by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36333](https://github.com/BerriAI/litellm/pull/36333)
- test(proxy): guard management\_v1 against fastapi names removed in supported releases by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36336](https://github.com/BerriAI/litellm/pull/36336)
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- build(deps): bump pypdf to 6.15.0 to clear osv-scan by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36350](https://github.com/BerriAI/litellm/pull/36350)
- fix(proxy): isolate guardrail load failures per row by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36432](https://github.com/BerriAI/litellm/pull/36432)
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- feat(ui): show vector store indexes on the Vector Stores page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36306](https://github.com/BerriAI/litellm/pull/36306)
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- refactor(ui): make illegal DataTable prop combinations unrepresentable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36470](https://github.com/BerriAI/litellm/pull/36470)
- fix(ui): scope Virtual Keys and Logs team lists to the caller by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36472](https://github.com/BerriAI/litellm/pull/36472)
- fix(ui): gate the Old Usage page behind a proxy-admin capability by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36469](https://github.com/BerriAI/litellm/pull/36469)
- docs(terraform): describe the provider release as automatic by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36467](https://github.com/BerriAI/litellm/pull/36467)
- feat(proxy): add per-deployment keepalive\_seconds SSE heartbeat to prevent load-balancer timeout on long streams by [@&#8203;deepanshululla](https://github.com/deepanshululla) in [#&#8203;34423](https://github.com/BerriAI/litellm/pull/34423)
- fix(router): cool down failed fallback deployments and correct cooldown TTL after Redis backfill by [@&#8203;deepanshululla](https://github.com/deepanshululla) in [#&#8203;35104](https://github.com/BerriAI/litellm/pull/35104)
- perf(spend): write each daily spend batch in one upsert statement by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36448](https://github.com/BerriAI/litellm/pull/36448)
- fix(ui): gate four sidebar pages on the roles their endpoints allow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36475](https://github.com/BerriAI/litellm/pull/36475)
- fix(ui): restore the Logs Deleted Teams tab for organization admins by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36478](https://github.com/BerriAI/litellm/pull/36478)
- fix(websearch): stop leaking interception control fields to providers by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36480](https://github.com/BerriAI/litellm/pull/36480)
- test(e2e): cover the Anthropic web\_search server tool on Bedrock by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36443](https://github.com/BerriAI/litellm/pull/36443)
- fix(router): warn when a deployment's credentials contradict its provider by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36486](https://github.com/BerriAI/litellm/pull/36486)
- fix: net prompt-caching savings against the cache-write premium by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36452](https://github.com/BerriAI/litellm/pull/36452)
- feat(ui): deployment affinity toggle for the auto-router by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36302](https://github.com/BerriAI/litellm/pull/36302)
- fix(bedrock): use deployment credentials for AWS requests by [@&#8203;daleselaji-dev](https://github.com/daleselaji-dev) in [#&#8203;36160](https://github.com/BerriAI/litellm/pull/36160)
- fix(anthropic): preserve midturn system corrections by [@&#8203;eugene-yao-zocdoc](https://github.com/eugene-yao-zocdoc) in [#&#8203;34290](https://github.com/BerriAI/litellm/pull/34290)
- fix(email): stop duplicate legacy invitation email and fix its onboarding link by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;36455](https://github.com/BerriAI/litellm/pull/36455)
- feat(ui): show models under each tier in routing benchmark chart by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36291](https://github.com/BerriAI/litellm/pull/36291)
- fix(proxy): inject streaming usage cost on openai passthrough streams by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36503](https://github.com/BerriAI/litellm/pull/36503)
- docs: require a user flow and live-proxy proof in bug reports by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36498](https://github.com/BerriAI/litellm/pull/36498)
- fix(proxy): add config\_updated\_at audit timestamp for virtual keys by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36488](https://github.com/BerriAI/litellm/pull/36488)
- docs: require a user flow and a stuck-at proof in feature requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36500](https://github.com/BerriAI/litellm/pull/36500)
- feat(router): add required-AND (&) tag prefix and allow\_fail\_open flag by [@&#8203;deepanshululla](https://github.com/deepanshululla) in [#&#8203;36193](https://github.com/BerriAI/litellm/pull/36193)
- feat(proxy): per-key prompt caching toggle via enable\_prompt\_caching by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36466](https://github.com/BerriAI/litellm/pull/36466)
- fix(bedrock): send tool-search beta header for Haiku 4.5 on Invoke /v1/messages by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36502](https://github.com/BerriAI/litellm/pull/36502)
- fix(bedrock): preserve adaptive thinking effort through the /v1/messages bridge by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36507](https://github.com/BerriAI/litellm/pull/36507)
- ci: retry transient network fetch failures in lint workflow by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36563](https://github.com/BerriAI/litellm/pull/36563)
- fix(ui): stub useIsOrgAdmin in UsageTab tests so useCan needs no QueryClient by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36565](https://github.com/BerriAI/litellm/pull/36565)
- fix(alerting): dedupe scheduled Slack spend reports across pods by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36489](https://github.com/BerriAI/litellm/pull/36489)
- chore(typing): clear 1.6k basedpyright Any errors across 56 files by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36543](https://github.com/BerriAI/litellm/pull/36543)
- fix(bedrock): add text block to converse user messages carrying documents by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36499](https://github.com/BerriAI/litellm/pull/36499)
- fix(deps): ship boto3 with the base SDK so bedrock works out of the box by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;36568](https://github.com/BerriAI/litellm/pull/36568)
- fix(model\_prices): add provider-announced deprecation dates for Bedrock, Mistral, Cohere and Gemini models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36538](https://github.com/BerriAI/litellm/pull/36538)
- chore: bump litellm-enterprise 0.1.54 -> 0.1.55, litellm-proxy-extras 0.4.84 -> 0.4.85, litellm 1.97.0 -> 1.98.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36577](https://github.com/BerriAI/litellm/pull/36577)
- fix(bedrock\_guardrails): skip ApplyGuardrail when there is no content to scan by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36441](https://github.com/BerriAI/litellm/pull/36441)
- fix(e2e): assert on the gen-AI span that served the stream, not the span count by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36582](https://github.com/BerriAI/litellm/pull/36582)
- test(e2e): harden vendor API coverage by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;34557](https://github.com/BerriAI/litellm/pull/34557)
- test(e2e): add reproducers for passthrough and model budget gaps by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;34657](https://github.com/BerriAI/litellm/pull/34657)
- test(e2e): cover google-native generateContent framing and prometheus queue time by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;34650](https://github.com/BerriAI/litellm/pull/34650)
- chore(ci): promote internal staging to main by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36560](https://github.com/BerriAI/litellm/pull/36560)
- feat(router): make routing groups callable as virtual models and list them in /v1/models by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36519](https://github.com/BerriAI/litellm/pull/36519)
- fix(xai): bill web\_search from server\_side\_tool\_usage\_details by [@&#8203;geraint0923](https://github.com/geraint0923) in [#&#8203;30817](https://github.com/BerriAI/litellm/pull/30817)
- fix(responses): init completed\_response on bridge streaming iterator ([#&#8203;35411](https://github.com/BerriAI/litellm/issues/35411)) by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35413](https://github.com/BerriAI/litellm/pull/35413)
- fix(batches): attribute Anthropic passthrough batch cost to the creating key, team and tags by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36468](https://github.com/BerriAI/litellm/pull/36468)
- feat(dashscope): add latest Model Studio models to the cost map by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36496](https://github.com/BerriAI/litellm/pull/36496)
- fix(proxy): track streamed passthrough Responses cost by [@&#8203;william-xue](https://github.com/william-xue) in [#&#8203;36529](https://github.com/BerriAI/litellm/pull/36529)
- fix(model\_prices): advertise native structured output on every Bedrock DeepSeek V3.2 and GLM 5 id by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36597](https://github.com/BerriAI/litellm/pull/36597)
- test(bedrock): repoint live Claude tests off the retired Claude 3 Sonnet by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36600](https://github.com/BerriAI/litellm/pull/36600)
- fix(anthropic): preserve speed=fast in usage for /v1/messages and pass-through by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36447](https://github.com/BerriAI/litellm/pull/36447)
- fix(proxy): forward resolved provider and deployment pricing in /cost/estimate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35880](https://github.com/BerriAI/litellm/pull/35880)
- feat(proxy): global SSE keepalive ping interval for OpenAI-shaped streaming routes by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36154](https://github.com/BerriAI/litellm/pull/36154)
- fix(responses): preserve Codex namespace tool calls by [@&#8203;dcadenas](https://github.com/dcadenas) in [#&#8203;32536](https://github.com/BerriAI/litellm/pull/32536)
- fix(nvidia\_nim): preserve image passages and stop sending top\_k to /v1/ranking by [@&#8203;atomic](https://github.com/atomic) in [#&#8203;34177](https://github.com/BerriAI/litellm/pull/34177)
- fix: refactor HTTP handler initialization with client support by [@&#8203;Praveen11558](https://github.com/Praveen11558) in [#&#8203;30952](https://github.com/BerriAI/litellm/pull/30952)
- feat(lint): gate writable TypedDict fields with LIT012 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36590](https://github.com/BerriAI/litellm/pull/36590)
- perf(proxy): stagger scheduled background jobs across jobs and pods by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36589](https://github.com/BerriAI/litellm/pull/36589)
- test: remove four mirror test files that exercise none of their module by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34635](https://github.com/BerriAI/litellm/pull/34635)
- fix(router): stop re-applying router-selecting request tags to the routed tier's deployments by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36628](https://github.com/BerriAI/litellm/pull/36628)
- test: remove tests that never execute by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36681](https://github.com/BerriAI/litellm/pull/36681)
- fix(ui): align spend and budget columns by [@&#8203;daniel-meismer-zocdoc](https://github.com/daniel-meismer-zocdoc) in [#&#8203;35176](https://github.com/BerriAI/litellm/pull/35176)
- test: rename tests that a later definition shadowed by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36685](https://github.com/BerriAI/litellm/pull/36685)
- fix(passthrough): carry the budget reservation into request metadata by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36592](https://github.com/BerriAI/litellm/pull/36592)
- fix(mcp): bound MCP client requests with a session read timeout by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36675](https://github.com/BerriAI/litellm/pull/36675)
- fix(proxy): log requests rejected for an unparsable body in spend logs by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36673](https://github.com/BerriAI/litellm/pull/36673)
- refactor(ui): migrate cost-optimization to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36629](https://github.com/BerriAI/litellm/pull/36629)
- refactor(ui): migrate cost-tracking to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36631](https://github.com/BerriAI/litellm/pull/36631)
- refactor(ui): migrate admin-panel to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36635](https://github.com/BerriAI/litellm/pull/36635)
- refactor(ui): migrate users dashboard to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36642](https://github.com/BerriAI/litellm/pull/36642)
- refactor(ui): migrate prompts to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36643](https://github.com/BerriAI/litellm/pull/36643)
- refactor(ui): migrate team settings to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36641](https://github.com/BerriAI/litellm/pull/36641)
- refactor(ui): migrate models-and-endpoints to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36648](https://github.com/BerriAI/litellm/pull/36648)
- refactor(ui): migrate policy impact popover to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36653](https://github.com/BerriAI/litellm/pull/36653)
- fix(proxy): expand config-defined model access groups when resolving team models for /v2/model/info by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;34211](https://github.com/BerriAI/litellm/pull/34211)
- fix(batches): strip NUL bytes from passthrough batch tags before the managed object write by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36688](https://github.com/BerriAI/litellm/pull/36688)
- test(e2e-ui): verify UI mutations against the API instead of trusting the toast by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36632](https://github.com/BerriAI/litellm/pull/36632)
- fix(proxy): serialize model reconciles so concurrent model writes stop evicting each other by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36687](https://github.com/BerriAI/litellm/pull/36687)
- chore(e2e): port the compat-matrix cron publisher to tests/e2e/claude\_code by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36465](https://github.com/BerriAI/litellm/pull/36465)
- fix(router): never price a strategy-router alias by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36691](https://github.com/BerriAI/litellm/pull/36691)
- feat(model\_prices): add NVIDIA Nemotron 3.5 Lightning on OpenRouter and DeepInfra by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36696](https://github.com/BerriAI/litellm/pull/36696)
- feat(terraform/aws): make VPC, Aurora, and Redis optional by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36676](https://github.com/BerriAI/litellm/pull/36676)
- feat(ui): warn in the Admin UI when no Redis is configured by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36495](https://github.com/BerriAI/litellm/pull/36495)
- fix(ui): show and edit key-level router settings on a virtual key by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36674](https://github.com/BerriAI/litellm/pull/36674)
- fix(router): forward auto-router alias params from the marker entry, not the first same-name deployment by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36626](https://github.com/BerriAI/litellm/pull/36626)
- fix(bedrock\_mantle): 1M context window and long-context pricing for GPT-5.6 Sol/Terra/Luna by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36698](https://github.com/BerriAI/litellm/pull/36698)
- fix(model\_prices): sync the Groq registry with Groq's docs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36664](https://github.com/BerriAI/litellm/pull/36664)
- fix(router): let untagged requests bypass a tagged pre-routing strategy on shared model names by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36627](https://github.com/BerriAI/litellm/pull/36627)
- fix(spend): stop losing spend log rows when a flush is cancelled by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34826](https://github.com/BerriAI/litellm/pull/34826)
- docs(claude): drop the @&#8203; prefix from the PR template path by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36726](https://github.com/BerriAI/litellm/pull/36726)
- fix(langfuse): emit otel trace version and release on the keys langfuse v4 reads by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36702](https://github.com/BerriAI/litellm/pull/36702)
- test(interactions): follow Google spec drift replacing Turn with typed steps by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36730](https://github.com/BerriAI/litellm/pull/36730)
- refactor(ui): migrate team detail controls to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36695](https://github.com/BerriAI/litellm/pull/36695)
- refactor(ui): migrate guardrail and duration controls to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36693](https://github.com/BerriAI/litellm/pull/36693)
- refactor(ui): migrate guardrails-monitor, projects, logs to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;34606](https://github.com/BerriAI/litellm/pull/34606)
- refactor(ui): migrate search and user controls to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36694](https://github.com/BerriAI/litellm/pull/36694)
- fix(guardrails): scan and re-emit raw Anthropic SSE streams in the bedrock post-call hook by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36598](https://github.com/BerriAI/litellm/pull/36598)
- fix(helm): render nodeSelector on the migrations job by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36747](https://github.com/BerriAI/litellm/pull/36747)
- fix(langfuse): coerce header-sourced mask and trace-update steering values by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36740](https://github.com/BerriAI/litellm/pull/36740)
- refactor(ui): migrate usage tables to shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36707](https://github.com/BerriAI/litellm/pull/36707)
- refactor(ui): migrate guardrails monitor table to shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36709](https://github.com/BerriAI/litellm/pull/36709)
- refactor(ui): migrate guardrails content tables to shared DataTable by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36708](https://github.com/BerriAI/litellm/pull/36708)
- feat(gemini): day-0 pricing for gemini-3.7-flash by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36792](https://github.com/BerriAI/litellm/pull/36792)
- ci: promote staging to main by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36725](https://github.com/BerriAI/litellm/pull/36725)
- build(deps): bump nanoid to 3.3.18 to clear osv-scan by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36787](https://github.com/BerriAI/litellm/pull/36787)
- fix(router): stop scoring system prompt text for code/technical complexity by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36721](https://github.com/BerriAI/litellm/pull/36721)
- feat(complexity\_router): calibrate the classifier rubric with worked examples, selectable per router by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36578](https://github.com/BerriAI/litellm/pull/36578)
- fix(interactions): map step and turn history to Responses API roles and content types by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36733](https://github.com/BerriAI/litellm/pull/36733)
- fix(ui): restore playground model filtering by endpoint by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;36130](https://github.com/BerriAI/litellm/pull/36130)
- fix(proxy/batches): stop forwarding custom\_llm\_provider twice in list and cancel by [@&#8203;anxkhn](https://github.com/anxkhn) in [#&#8203;32813](https://github.com/BerriAI/litellm/pull/32813)
- refactor(ui): migrate TokenFlow and JsonViewer to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36735](https://github.com/BerriAI/litellm/pull/36735)
- feat: pre-adoption shadow eval for the auto-router (blind pairwise judge, derived state) by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36587](https://github.com/BerriAI/litellm/pull/36587)
- refactor(ui): migrate SimpleMessageBlock and SimpleToolCallBlock to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36737](https://github.com/BerriAI/litellm/pull/36737)
- refactor(ui): migrate HistoryTree and CollapsibleMessage to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36738](https://github.com/BerriAI/litellm/pull/36738)
- refactor: replace Any with precise types across responses, proxy, and llms modules by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36763](https://github.com/BerriAI/litellm/pull/36763)
- refactor(ui): migrate TruncatedValue and OutputCard to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36739](https://github.com/BerriAI/litellm/pull/36739)
- refactor(ui): migrate SectionHeader and ToolsSection to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36793](https://github.com/BerriAI/litellm/pull/36793)
- feat(ui): migrate playground chat controls to shadcn by [@&#8203;mubashir1osmani](https://github.com/mubashir1osmani) in [#&#8203;36129](https://github.com/BerriAI/litellm/pull/36129)
- feat(xai): day-0 pricing for grok-4.6 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36805](https://github.com/BerriAI/litellm/pull/36805)
- feat(ui): highlight Auto Router in the navbar announcement by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36315](https://github.com/BerriAI/litellm/pull/36315)
- test(e2e): assert the model allow-list permits, not only denies by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36823](https://github.com/BerriAI/litellm/pull/36823)
- fix(proxy): tolerate a concurrent creator when creating spend views by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36824](https://github.com/BerriAI/litellm/pull/36824)
- fix(proxy): honor explicit null budget\_duration on team and key create + clearable UI dropdowns by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;36699](https://github.com/BerriAI/litellm/pull/36699)
- feat(model\_prices): add meta/muse-spark-1.2 and its contributor tier by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36717](https://github.com/BerriAI/litellm/pull/36717)
- fix(auth): carry team grants in lite login session tokens by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36826](https://github.com/BerriAI/litellm/pull/36826)
- feat(ui): show provider prompt cache tokens in chat response metrics by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36827](https://github.com/BerriAI/litellm/pull/36827)
- fix(auth): stop the team fallback from widening model access by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36837](https://github.com/BerriAI/litellm/pull/36837)
- fix(proxy/team): resolve member\_delete cleanup by user id, not the addressed email by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36839](https://github.com/BerriAI/litellm/pull/36839)
- fix(cli): launch agents as a child process on Windows by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36822](https://github.com/BerriAI/litellm/pull/36822)
- feat(ui): shadow evals tab beside auto-router usage by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36588](https://github.com/BerriAI/litellm/pull/36588)
- feat(cli): make the hidden `lite` command list configurable by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36816](https://github.com/BerriAI/litellm/pull/36816)
- feat(azure\_ai): add Fireworks FW model pricing on Azure AI Foundry by [@&#8203;emerzon](https://github.com/emerzon) in [#&#8203;35613](https://github.com/BerriAI/litellm/pull/35613)
- fix: enable xhigh reasoning support for gpt-5.4-mini models by [@&#8203;emerzon](https://github.com/emerzon) in [#&#8203;26909](https://github.com/BerriAI/litellm/pull/26909)
- feat(azure-ai): add Grok 4.3 model metadata by [@&#8203;emerzon](https://github.com/emerzon) in [#&#8203;27932](https://github.com/BerriAI/litellm/pull/27932)
- feat(ui): render request metrics on the /ui/chat surface by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36845](https://github.com/BerriAI/litellm/pull/36845)
- fix(ui): stop a deselected MCP server keeping its grant on a virtual key by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36840](https://github.com/BerriAI/litellm/pull/36840)
- fix(team): sweep dangling team references and cache on team delete by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36819](https://github.com/BerriAI/litellm/pull/36819)
- fix(mcp): resolve admin OAuth sessions from any worker via DB-backed drafts by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36844](https://github.com/BerriAI/litellm/pull/36844)
- refactor(ui): migrate usage to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36834](https://github.com/BerriAI/litellm/pull/36834)
- refactor(ui): migrate guardrails-monitor to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36838](https://github.com/BerriAI/litellm/pull/36838)
- refactor(ui): migrate playground to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36847](https://github.com/BerriAI/litellm/pull/36847)
- refactor(ui): migrate guardrails to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36832](https://github.com/BerriAI/litellm/pull/36832)
- fix(batches): stop uncostable batches from starving the cost poll page by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36714](https://github.com/BerriAI/litellm/pull/36714)
- perf(spend-logs): bound retention cleanup so one run cannot saturate the database by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36594](https://github.com/BerriAI/litellm/pull/36594)
- fix(proxy): fail config load when a callbacks entry is not dispatchable by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36858](https://github.com/BerriAI/litellm/pull/36858)
- fix(bedrock): hoist custom.defer\_loading before dropping custom on invoke tools by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36855](https://github.com/BerriAI/litellm/pull/36855)
- fix(access groups): sync assigned\_key\_ids from the key write paths by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36843](https://github.com/BerriAI/litellm/pull/36843)
- fix(mcp): expose client HTTP headers to logging callbacks and hooks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36724](https://github.com/BerriAI/litellm/pull/36724)
- fix(ptu): stop per-token billing on a PTU-configured deployment by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36829](https://github.com/BerriAI/litellm/pull/36829)
- fix(ui): add nvidia riva to the model provider list by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36769](https://github.com/BerriAI/litellm/pull/36769)
- fix(scripts): end make check with a ran/skipped summary and verdict by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36864](https://github.com/BerriAI/litellm/pull/36864)
- fix(proxy): track spend for OpenAI passthrough /v1/embeddings by [@&#8203;lostmartian](https://github.com/lostmartian) in [#&#8203;36660](https://github.com/BerriAI/litellm/pull/36660)
- test(proxy): stop monkeypatch.undo re-planting fixture-mocked prisma\_client by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36872](https://github.com/BerriAI/litellm/pull/36872)
- fix(access groups): sync assigned\_team\_ids from the team write paths by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36825](https://github.com/BerriAI/litellm/pull/36825)
- ci: drop the CircleCI ui\_build and ui\_unit\_tests jobs by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36893](https://github.com/BerriAI/litellm/pull/36893)
- fix(langfuse)!: source the emitted metadata blob from StandardLoggingPayload by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36744](https://github.com/BerriAI/litellm/pull/36744)
- refactor(ui): migrate Navbar off antd to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36902](https://github.com/BerriAI/litellm/pull/36902)
- refactor(ui): migrate log details drawer off antd to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36904](https://github.com/BerriAI/litellm/pull/36904)
- refactor(ui): migrate AI Hub off antd and tremor to shadcn by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36908](https://github.com/BerriAI/litellm/pull/36908)
- refactor(ui): move the shared dropdowns and selectors onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36924](https://github.com/BerriAI/litellm/pull/36924)
- refactor(ui): move the root-level dashboard components onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36927](https://github.com/BerriAI/litellm/pull/36927)
- refactor(ui): move the settings page and bulk user invite onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36936](https://github.com/BerriAI/litellm/pull/36936)
- refactor(ui): move the cost tracking components onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36955](https://github.com/BerriAI/litellm/pull/36955)
- ci: drop the duplicate proxy\_unit\_tests letter-shard workflow by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36866](https://github.com/BerriAI/litellm/pull/36866)
- refactor(ui): migrate shared common\_components off antd and tremor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36910](https://github.com/BerriAI/litellm/pull/36910)
- refactor(ui): migrate key info and permissions views off antd and tremor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36913](https://github.com/BerriAI/litellm/pull/36913)
- feat(proxy): serve Anthropic-native /v1/models for Claude Code gateway discovery by [@&#8203;Ar-maan05](https://github.com/Ar-maan05) in [#&#8203;35455](https://github.com/BerriAI/litellm/pull/35455)
- refactor(ui): migrate router settings and shared badges off antd and tremor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36915](https://github.com/BerriAI/litellm/pull/36915)
- refactor(ui): move the model hub and model select onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36918](https://github.com/BerriAI/litellm/pull/36918)
- fix(ui): keep the cost tracking removal confirmation open until it settles by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36960](https://github.com/BerriAI/litellm/pull/36960)
- refactor(ui): declare DateRangePickerValue locally instead of importing it from tremor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36962](https://github.com/BerriAI/litellm/pull/36962)
- fix(main): an explicit provider outranks a known OpenAI model name by [@&#8203;FahimaGold](https://github.com/FahimaGold) in [#&#8203;36800](https://github.com/BerriAI/litellm/pull/36800)
- fix(exception\_mapping): bare 429 in an error body no longer outranks the status code by [@&#8203;FahimaGold](https://github.com/FahimaGold) in [#&#8203;36705](https://github.com/BerriAI/litellm/pull/36705)
- refactor(ui): move MCP permission panels onto shadcn primitives by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36964](https://github.com/BerriAI/litellm/pull/36964)
- refactor(ui): migrate ten small dashboard files off antd and tremor by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36966](https://github.com/BerriAI/litellm/pull/36966)
- fix(proxy): force prisma recreate on postgres cached-plan error by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36428](https://github.com/BerriAI/litellm/pull/36428)
- fix(transcription): stop a zero output rate from zeroing transcription cost by [@&#8203;hMED22](https://github.com/hMED22) in [#&#8203;36914](https://github.com/BerriAI/litellm/pull/36914)
- fix(langfuse): restrict trace steering keys to real langfuse trace fields by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36862](https://github.com/BerriAI/litellm/pull/36862)
- Revert "fix(auth): stop the team fallback from widening model access" ([#&#8203;36837](https://github.com/BerriAI/litellm/issues/36837)) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36982](https://github.com/BerriAI/litellm/pull/36982)
- fix(ui): show zeroed auto-router usage stats when a window has no sessions by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36868](https://github.com/BerriAI/litellm/pull/36868)
- fix(mcp): keep admin-entered oauth endpoints in management reads by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36888](https://github.com/BerriAI/litellm/pull/36888)
- fix(ui): distinguish hosted and local vLLM in the provider dropdown by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36974](https://github.com/BerriAI/litellm/pull/36974)
- fix(openai,azure): return a length-truncated 200 when the output budget fits no token by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36859](https://github.com/BerriAI/litellm/pull/36859)
- fix(proxy): always emit the Anthropic /v1/models token limits, null when unknown by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36961](https://github.com/BerriAI/litellm/pull/36961)
- feat(helm): add startupProbe and hpa.behavior to the componentized chart by [@&#8203;Louis-Vauterin](https://github.com/Louis-Vauterin) in [#&#8203;36382](https://github.com/BerriAI/litellm/pull/36382)
- fix(proxy): serve aggregate MCP endpoint on bare /mcp instead of 307-redirecting by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;34845](https://github.com/BerriAI/litellm/pull/34845)
- feat(shadow\_eval): add reverse-direction shadow eval jobs by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36865](https://github.com/BerriAI/litellm/pull/36865)
- fix(proxy): requeue Redis spend buffer transactions when the DB commit fails by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33881](https://github.com/BerriAI/litellm/pull/33881)
- feat(search): add Nimble as a search provider by [@&#8203;ilchemla](https://github.com/ilchemla) in [#&#8203;36347](https://github.com/BerriAI/litellm/pull/36347)
- fix(mcp): drop caller host and configured upstream headers from logged metadata by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;36901](https://github.com/BerriAI/litellm/pull/36901)
- fix(azure\_ai): recognize real Search doc endpoints so teams can read/write via passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36798](https://github.com/BerriAI/litellm/pull/36798)
- fix(anthropic): aggregate 5m/1h cache-write split across iterations path by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34860](https://github.com/BerriAI/litellm/pull/34860)
- fix(anthropic cost): apply regional geo uplift to cached tokens by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34850](https://github.com/BerriAI/litellm/pull/34850)
- fix(ui): match the MCP servers count badge to its sibling permission badges by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36984](https://github.com/BerriAI/litellm/pull/36984)
- fix(batches): mark terminal batch with no output file as processed in CheckBatchCost by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35360](https://github.com/BerriAI/litellm/pull/35360)
- fix(caching): cache anthropic /v1/messages responses, including streaming by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34581](https://github.com/BerriAI/litellm/pull/34581)
- fix(anthropic\_messages): make tool\_result images visible to OpenAI-compatible providers by [@&#8203;hMED22](https://github.com/hMED22) in [#&#8203;34462](https://github.com/BerriAI/litellm/pull/34462)
- feat(fireworks\_ai): translate NIM/vLLM extra params to Fireworks-native args by [@&#8203;milesadkins](https://github.com/milesadkins) in [#&#8203;35969](https://github.com/BerriAI/litellm/pull/35969)
- fix(ui): stop the models tab strip from scrolling vertically by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36993](https://github.com/BerriAI/litellm/pull/36993)
- fix(ui): anchor chips-combobox popups to the field instead of the inner input by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36995](https://github.com/BerriAI/litellm/pull/36995)
- feat(proxy): per-component response cost headers by [@&#8203;erensh27](https://github.com/erensh27) in [#&#8203;36965](https://github.com/BerriAI/litellm/pull/36965)
- fix(cost): track OpenAI/Azure web search tool cost per call by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35286](https://github.com/BerriAI/litellm/pull/35286)
- fix(bedrock): resolve aliases in batch file records by [@&#8203;daleselaji-dev](https://github.com/daleselaji-dev) in [#&#8203;36159](https://github.com/BerriAI/litellm/pull/36159)
- fix: report real token usage on guardrail-blocked /v1/responses replies by [@&#8203;guptaishaan](https://github.com/guptaishaan) in [#&#8203;36907](https://github.com/BerriAI/litellm/pull/36907)
- fix(proxy): requeue spend logs when the DB write fails with a transport error by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36716](https://github.com/BerriAI/litellm/pull/36716)
- fix(cost): tiered pricing supports cache creation cost and is all-or-nothing by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36720](https://github.com/BerriAI/litellm/pull/36720)
- fix(vertex\_ai): translate /v1/embeddings batch rows to the Gemini embedding shape by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35092](https://github.com/BerriAI/litellm/pull/35092)
- docs(claude): require ReadOnly on every TypedDict field (LIT012) by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37005](https://github.com/BerriAI/litellm/pull/37005)
- refactor(ui): migrate access group create modal to RHF + zod + shadcn by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;37033](https://github.com/BerriAI/litellm/pull/37033)
- refactor(ui): re-sync badge and skeleton onto the base-vega shadcn style by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;36991](https://github.com/BerriAI/litellm/pull/36991)
- feat(ui): link user detail team names to team pages by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;37022](https://github.com/BerriAI/litellm/pull/37022)
- fix(model\_prices): correct DeepSeek V4 max output tokens by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36925](https://github.com/BerriAI/litellm/pull/36925)
- fix(ui): rename models table Status column to Source by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;37021](https://github.com/BerriAI/litellm/pull/37021)
- chore: bump litellm-enterprise 0.1.55 -> 0.1.56, litellm-proxy-extras 0.4.85 -> 0.4.86 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37045](https://github.com/BerriAI/litellm/pull/37045)
- feat(proxy): gate the Global Control Plane worker registry on an enterprise license by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;36996](https://github.com/BerriAI/litellm/pull/36996)
- fix(model\_prices): add gemini 3.1 flash tts preview and legacy OpenAI shutdown dates by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36788](https://github.com/BerriAI/litellm/pull/36788)
- fix(panw\_prisma\_airs): surface scan\_id on allowed requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37037](https://github.com/BerriAI/litellm/pull/37037)
- fix(model\_map): flag native structured outputs on Anthropic-direct claude-sonnet-5 and claude-haiku-4-5 by [@&#8203;anmolg1997](https://github.com/anmolg1997) in [#&#8203;35930](https://github.com/BerriAI/litellm/pull/35930)
- fix(router): stop get\_router\_model\_info from wiping cached pricing by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36985](https://github.com/BerriAI/litellm/pull/36985)
- fix(redis): unwrap decorated \_\_init\_\_s when deriving the from\_url kwargs allowlist by [@&#8203;anmolg1997](https://github.com/anmolg1997) in [#&#8203;36654](https://github.com/BerriAI/litellm/pull/36654)
- fix(proxy): reserve the larger declared output budget for TPM limits by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;37001](https://github.com/BerriAI/litellm/pull/37001)
- fix(databricks): surface provider usage, including prompt-cache counts, in streaming chunks by [@&#8203;pokepoke81](https://github.com/pokepoke81) in [#&#8203;36943](https://github.com/BerriAI/litellm/pull/36943)
- fix(spend): give a batch's cost row a primary key of its own by [@&#8203;marty-sullivan](https://github.com/marty-sullivan) in [#&#8203;36876](https://github.com/BerriAI/litellm/pull/36876)
- feat: shadow eval samples /v1/messages and /v1/responses traffic by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36830](https://github.com/BerriAI/litellm/pull/36830)
- fix(ptu): stop a PTU deployment billing for grounded search by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;37043](https://github.com/BerriAI/litellm/pull/37043)
- fix(fireworks\_ai): support router slugs via routers/ prefix by [@&#8203;heathriel](https://github.com/heathriel) in [#&#8203;34257](https://github.com/BerriAI/litellm/pull/34257)
- fix(bedrock): register managed-batch litellm\_params so they stop leaking to the provider (internal copy of [#&#8203;36633](https://github.com/BerriAI/litellm/issues/36633)) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;37048](https://github.com/BerriAI/litellm/pull/37048)
- fix(bedrock): resolve the managed-batch output bucket on every path that reads it by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;37047](https://github.com/BerriAI/litellm/pull/37047)
- fix(bedrock): resolve the managed-batch output bucket on every path that reads it by [@&#8203;marty-sullivan](https://github.com/marty-sullivan) in [#&#8203;36634](https://github.com/BerriAI/litellm/pull/36634)
- feat(scripts): queue heavy gates behind a machine-wide slot lock by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36988](https://github.com/BerriAI/litellm/pull/36988)
- feat(mcp): scope gateway session bearers to the RFC 8707 resource by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;35045](https://github.com/BerriAI/litellm/pull/35045)
- feat(ui): direction picker and reverse-mode display for shadow evals by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;36994](https://github.com/BerriAI/litellm/pull/36994)
- fix(guardrails): return the full PANW AIRS scan response on blocked requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37036](https://github.com/BerriAI/litellm/pull/37036)
- fix(passthrough): stop forwarding client Accept-Encoding upstream by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;37058](https://github.com/BerriAI/litellm/pull/37058)
- fix(batches): account a managed batch's cost exactly once by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;37050](https://github.com/BerriAI/litellm/pull/37050)
- fix(panw\_prisma\_airs): scan tool call args as plain text, not a tool\_event by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37038](https://github.com/BerriAI/litellm/pull/37038)
- feat(lint): exempt TypedDict-annotated dict literals from LIT002 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36869](https://github.com/BerriAI/litellm/pull/36869)
- docs(claude): tell agents to let heavy gates queue for machine-wide slots by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37057](https://github.com/BerriAI/litellm/pull/37057)
- test: unstick the suites CircleCI is failing on by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37059](https://github.com/BerriAI/litellm/pull/37059)
- docs(github): proof-of-fix section shows only the latest run as Before/After with nested cases by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;37063](https://github.com/BerriAI/litellm/pull/37063)
- test(e2e): assert provider error shape instead of pinned prose by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37065](https://github.com/BerriAI/litellm/pull/37065)
- fix(ui): de-duplicate the reset budget option and polish shadcn surfaces by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37010](https://github.com/BerriAI/litellm/pull/37010)
- chore: rebuild Admin UI bundle from litellm\_internal\_staging by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37066](https://github.com/BerriAI/litellm/pull/37066)
- test(e2e/ui): assert the log drawer chevrons by their lucide classes by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37069](https://github.com/BerriAI/litellm/pull/37069)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37042](https://github.com/BerriAI/litellm/pull/37042)
- fix(ui): keep completion-mode models in the playground chat dropdown (backport to rc/1.98.0) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;37955](https://github.com/BerriAI/litellm/pull/37955)

##### New Contributors

- [@&#8203;kr0k](https://github.com/kr0k) made their first contribution in [#&#8203;33196](https://github.com/BerriAI/litellm/pull/33196)
- [@&#8203;HuanQian571](https://github.com/HuanQian571) made their first contribution in [#&#8203;35773](https://github.com/BerriAI/litellm/pull/35773)
- [@&#8203;alexshtf](https://github.com/alexshtf) made their first contribution in [#&#8203;35669](https://github.com/BerriAI/litellm/pull/35669)
- [@&#8203;vairodp](https://github.com/vairodp) made their first contribution in [#&#8203;33490](https://github.com/BerriAI/litellm/pull/33490)
- [@&#8203;fancybear-dev](https://github.com/fancybear-dev) made their first contribution in [#&#8203;36196](https://github.com/BerriAI/litellm/pull/36196)
- [@&#8203;daleselaji-dev](https://github.com/daleselaji-dev) made their first contribution in [#&#8203;36160](https://github.com/BerriAI/litellm/pull/36160)
- [@&#8203;eugene-yao-zocdoc](https://github.com/eugene-yao-zocdoc) made their first contribution in [#&#8203;34290](https://github.com/BerriAI/litellm/pull/34290)
- [@&#8203;geraint0923](https://github.com/geraint0923) made their first contribution in [#&#8203;30817](https://github.com/BerriAI/litellm/pull/30817)
- [@&#8203;william-xue](https://github.com/william-xue) made their first contribution in [#&#8203;36529](https://github.com/BerriAI/litellm/pull/36529)
- [@&#8203;dcadenas](https://github.com/dcadenas) made their first contribution in [#&#8203;32536](https://github.com/BerriAI/litellm/pull/32536)
- [@&#8203;atomic](https://github.com/atomic) made their first contribution in [#&#8203;34177](https://github.com/BerriAI/litellm/pull/34177)
- [@&#8203;Praveen11558](https://github.com/Praveen11558) made their first contribution in [#&#8203;30952](https://github.com/BerriAI/litellm/pull/30952)
- [@&#8203;anxkhn](https://github.com/anxkhn) made their first contribution in [#&#8203;32813](https://github.com/BerriAI/litellm/pull/32813)
- [@&#8203;lostmartian](https://github.com/lostmartian) made their first contribution in [#&#8203;36660](https://github.com/BerriAI/litellm/pull/36660)
- [@&#8203;FahimaGold](https://github.com/FahimaGold) made their first contribution in [#&#8203;36800](https://github.com/BerriAI/litellm/pull/36800)
- [@&#8203;Louis-Vauterin](https://github.com/Louis-Vauterin) made their first contribution in [#&#8203;36382](https://github.com/BerriAI/litellm/pull/36382)
- [@&#8203;ilchemla](https://github.com/ilchemla) made their first contribution in [#&#8203;36347](https://github.com/BerriAI/litellm/pull/36347)
- [@&#8203;milesadkins](https://github.com/milesadkins) made their first contribution in [#&#8203;35969](https://github.com/BerriAI/litellm/pull/35969)
- [@&#8203;erensh27](https://github.com/erensh27) made their first contribution in [#&#8203;36965](https://github.com/BerriAI/litellm/pull/36965)
- [@&#8203;guptaishaan](https://github.com/guptaishaan) made their first contribution in [#&#8203;36907](https://github.com/BerriAI/litellm/pull/36907)
- [@&#8203;pokepoke81](https://github.com/pokepoke81) made their first contribution in [#&#8203;36943](https://github.com/BerriAI/litellm/pull/36943)
- [@&#8203;heathriel](https://github.com/heathriel) made their first contribution in [#&#8203;34257](https://github.com/BerriAI/litellm/pull/34257)

**Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.97.0...v1.98.0>

### [`v1.98.0`](https://github.com/BerriAI/litellm/releases/tag/v1.98.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.97.0...v1.98.0)

##### 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:v1.98.0
```

**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/v1.98.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.98.0
```

Expected output:

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

***

##### What's Changed

- fix(bedrock): drop toolSpec.strict for Claude Sonnet 5 on Converse by [@&#8203;kr0k](https://github.com/kr0k) in [#&#8203;33196](https://github.com/BerriAI/litellm/pull/33196)
- fix(batches): attribute Vertex passthrough batch cost to key/team/tags by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;34456](https://github.com/BerriAI/litellm/pull/34456)
- docs: rewrite the CLAUDE.md comment rule with explicit exceptions by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36301](https://github.com/BerriAI/litellm/pull/36301)
- fix(proxy): scope file list pagination cursors to the caller by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36093](https://github.com/BerriAI/litellm/pull/36093)
- fix(proxy): skip prisma-dependent hooks when no database is attached by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36273](https://github.com/BerriAI/litellm/pull/36273)
- fix(proxy): report has\_more false on caller-scoped file list pages by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36326](https://github.com/BerriAI/litellm/pull/36326)
- fix(proxy): restore management\_v1 query-param validation under fastapi>=0.140.7 by [@&#8203;HuanQian571](https://github.com/HuanQian571) in [#&#8203;35773](https://github.com/BerriAI/litellm/pull/35773)
- fix(proxy): stop /{provider}/v1/files from capturing /openai\_passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36092](https://github.com/BerriAI/litellm/pull/36092)
- chore(typing): remove 914 basedpyright Any errors across 16 hotspot files by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36386](https://github.com/BerriAI/litellm/pull/36386)
- fix(router): keep batch fallbacks inside the model group that owns the file by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;36181](https://github.com/BerriAI/litellm/pull/36181)
- feat(ptu): configure provisioned-throughput flat cost on a model deployment by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;35341](https://github.com/BerriAI/litellm/pull/35341)
- docs: clarify the CLAUDE.md comment exceptions are any-of by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36421](https://github.com/BerriAI/litellm/pull/36421)
- docs: replace the Changes …
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