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fix(proxy): stop stale auth cache re-publish to Redis so key updates propagate across replicas - #33565

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litellm_fix_stale_auth_redis_recache
Jul 16, 2026
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fix(proxy): stop stale auth cache re-publish to Redis so key updates propagate across replicas#33565
yassin-berriai merged 1 commit into
litellm_internal_stagingfrom
litellm_fix_stale_auth_redis_recache

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@yassin-berriai

@yassin-berriai yassin-berriai commented Jul 16, 2026

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Relevant issues

Linear ticket

Resolves LIT-4219

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)

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Screenshots / Proof of Fix

Rig: two proxy replicas (ports 4219 and 4220) sharing one Postgres and one Redis, enable_redis_auth_cache: true, real gpt-5.4-mini completions against the live OpenAI API (no mocks). Config mirrors the reproduction in the Linear ticket

model_list:
  - model_name: gpt-5.4-mini
    litellm_params:
      model: gpt-5.4-mini
      api_key: os.environ/OPENAI_API_KEY

general_settings:
  master_key: sk-litfix4219

litellm_settings:
  cache: true
  enable_redis_auth_cache: true
  cache_params:
    type: redis
    host: 127.0.0.1
    port: 6598

Steps, identical for both runs: create a key with model_rpm_limit {"gpt-5.4-mini": 5}, send one completion through each replica to prime both in-memory caches, then raise the limit and keep traffic flowing

curl -s -X POST http://127.0.0.1:4219/key/generate -H "Authorization: Bearer sk-litfix4219" \
  -H "Content-Type: application/json" -d '{"model_rpm_limit": {"gpt-5.4-mini": 5}}'
for PORT in 4219 4220; do
  curl -s -X POST "http://127.0.0.1:${PORT}/v1/chat/completions" -H "Authorization: Bearer $KEY" \
    -H "Content-Type: application/json" -d '{"model":"gpt-5.4-mini","messages":[{"role":"user","content":"Say ok"}]}'
done
curl -s -X POST http://127.0.0.1:4219/key/update -H "Authorization: Bearer sk-litfix4219" \
  -H "Content-Type: application/json" -d '{"key": "'$KEY'", "model_rpm_limit": {"gpt-5.4-mini": 20}}'

Before (unfixed, commit 69a491e)

/key/update deletes the Redis auth blob (TTL -2) and the DB reads back the new limit, but 20 real completions alternating across both replicas resurrect the OLD blob in Redis with a fresh 60s TTL

updated 5 -> 20; /key/info now: {'gpt-5.4-mini': 20}
redis TTL right after update (want -2): -2
after 20 real mixed-replica completions:
redis auth blob model_rpm_limit: {'gpt-5.4-mini': 5}
redis TTL: 60

A burst of 8 parallel completions on replica 4220 in a fresh rate window still enforces the old limit of 5

200 200 200 200 200 429 429 429

This never converges while traffic continues: every request on a replica holding the stale in-memory copy re-publishes it to Redis, and replicas whose copies expire re-prime themselves from the poisoned blob

After (fixed, commit e1c9b0a)

Note: later commits consolidated the sibling branch (the post-auth write-back captured below as a local-only write is now removed outright, and the key blob no longer enters the spend writeback at all). The Redis-facing behavior this run proves is unchanged by that consolidation; the write path only became stricter

Same steps. The Redis blob is only repopulated by a fresh DB load, so it carries the NEW limit under the same sustained traffic, and the second replica converges within the 60s auth cache TTL while traffic keeps flowing (replica2_limit=429 rows are its stale limit-5 window rejecting requests before convergence)

updated 5 -> 20 at 11:15:25
redis TTL right after update (want -2): -2
t=+0s   replica1_limit=20 replica2_limit=429 redis_blob_limit=20
t=+18s  replica1_limit=20 replica2_limit=429 redis_blob_limit=20
t=+43s  replica1_limit=20 replica2_limit=429 redis_blob_limit=20
t=+49s  replica1_limit=20 replica2_limit=20  redis_blob_limit=20
t=+74s  replica1_limit=20 replica2_limit=20  redis_blob_limit=20

The same burst of 8 parallel completions on replica 4220 now passes in full at the new limit

200 200 200 200 200 200 200 200

Independent e2e verification (Devin)

Reran this scenario independently on a fresh live rig (two proxy replicas on ports 4001 and 4002 sharing one Postgres and one Redis, enable_redis_auth_cache: true) using real gemini-2.5-flash completions against the live Gemini API, no mocks, comparing merge-base 69a491e16887353a4170f571e7698566bd0db607 (unfixed) against PR head e1c9b0a3bcd911ec8c05cbc35be2abef56100ca8 (fixed). Each run generates a key at model_rpm_limit {"gemini-2.5-flash": 5}, primes both in-memory caches with one completion per replica, raises the limit to 20 (/key/info returns 20 and the redis auth blob TTL is -2 right after the update), alternates completions across both replicas for ~90s while sampling redis and each replica's enforced limit every ~10s, then fires 8 parallel completions at replica B once the rate window clears. On the merge-base the redis blob reverts to 5 and replica B keeps enforcing 5 for the whole window (burst 5x200 then 429s); on the PR head the redis blob stays at 20 and replica B converges from 5 to 20 at t=62s while traffic keeps flowing (burst 8x200)

Unfixed run (merge-base 69a491e), full flow

unfixed run

Fixed run (PR head e1c9b0a), full flow

fixed run

Unfixed: redis auth blob reverts to 5 and both replicas keep enforcing 5

unfixed redis reverts to 5

Fixed: redis stays at 20 and replica B converges to 20 at t=62s

fixed convergence

Fixed: 8 parallel completions at replica B all pass at the new limit

fixed 8x200 burst

Unfixed, merge-base 69a491e, sustained-traffic sampling and burst

/key/update -> HTTP 200
/key/info model_rpm_limit right after update: {'gemini-2.5-flash': 20}
redis TTL of auth blob immediately after update (want -2): -2

  t(s) | redis model_rpm_limit      | A enforces(code) | B enforces(code)
-------+----------------------------+------------------+------------------
     0 | {'gemini-2.5-flash': 5}    | 20(200)          | 5(429)
     7 | {'gemini-2.5-flash': 5}    | 20(200)          | 5(429)
    13 | {'gemini-2.5-flash': 5}    | 20(200)          | 5(429)
    19 | {'gemini-2.5-flash': 5}    | 20(200)          | 5(429)
    25 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    31 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    37 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    43 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    50 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    56 | {'gemini-2.5-flash': 5}    | 20(429)          | 5(429)
    62 | {'gemini-2.5-flash': 5}    | 5(429)           | 5(429)
    68 | {'gemini-2.5-flash': 5}    | 5(429)           | 5(429)
    74 | {'gemini-2.5-flash': 5}    | 5(429)           | 5(429)
    80 | {'gemini-2.5-flash': 5}    | 5(429)           | 5(429)
    87 | {'gemini-2.5-flash': 5}    | 5(429)           | 5(429)

8 parallel completions at replica B after the window clears:
200 200 200 200 200 429 429 429  (5x200, 3x429)

Fixed, PR head e1c9b0a, sustained-traffic sampling and burst

/key/update -> HTTP 200
/key/info model_rpm_limit right after update: {'gemini-2.5-flash': 20}
redis TTL of auth blob immediately after update (want -2): -2

  t(s) | redis model_rpm_limit      | A enforces(code) | B enforces(code)
-------+----------------------------+------------------+------------------
     0 | {'gemini-2.5-flash': 20}   | 20(200)          | 5(429)
     6 | {'gemini-2.5-flash': 20}   | 20(200)          | 5(429)
    12 | {'gemini-2.5-flash': 20}   | 20(200)          | 5(429)
    18 | {'gemini-2.5-flash': 20}   | 20(200)          | 5(429)
    25 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    31 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    37 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    43 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    49 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    55 | {'gemini-2.5-flash': 20}   | 20(429)          | 5(429)
    62 | {'gemini-2.5-flash': 20}   | 20(200)          | 20(200)
    68 | {'gemini-2.5-flash': 20}   | 20(200)          | 20(200)
    74 | {'gemini-2.5-flash': 20}   | 20(429)          | 20(429)
    80 | {'gemini-2.5-flash': 20}   | 20(429)          | 20(429)
    86 | {'gemini-2.5-flash': 20}   | 20(429)          | 20(429)
    92 | {'gemini-2.5-flash': 20}   | 20(429)          | 20(429)

8 parallel completions at replica B after the window clears:
200 200 200 200 200 200 200 200  (8x200)

Type

🐛 Bug Fix

Changes

With enable_redis_auth_cache and multiple replicas, /key/update and /key/delete delete the Redis auth blob and the handling pod's in-memory entry, but two read-path writers re-published the stale blob from any other replica's per-pod memory back to Redis with a fresh 60s TTL on every request: the post-auth re-cache in user_api_key_auth and the post-response spend writeback pipeline in update_cache. Replicas whose in-memory entries expired then re-primed themselves from the poisoned Redis entry, so key limit and access changes never took effect fleet-wide while traffic continued

The auth object is now written only by the DB-load paths (IdentityStore._resolve_key, get_key_object) and deleted on mutation: the post-auth re-cache is removed outright (even a local-only write could race an invalidation and resurrect a revoked key on the worker that served it) and spend tracking no longer writes the auth object back at all, since spend flows through the spend:key:* counters. The remaining spend writebacks for user, team, end-user, and tag objects become local-only so they cannot republish stale management objects either, with one deliberate exception: the proxy-wide {litellm_proxy_admin_name}:spend scalar keeps its shared Redis write because the global max_budget check reads it between authoritative DB reloads, and it carries no limits or permissions so sharing it cannot resurrect an invalidated auth blob. Cross-pod budget enforcement is otherwise unaffected; it reads the dedicated Redis spend counters through get_current_spend. Deployments without enable_redis_auth_cache see no behavior change on the Redis side because that cache has no Redis attached. This consolidates the sibling branch from PR #33560, which reached the same root cause for the delete-propagation case (LIT-4350, closed as a duplicate). Cross-pod budget enforcement is unaffected: it reads the dedicated Redis spend counters through get_current_spend, with the auth blob's spend only ever used as a local fallback. Deployments without enable_redis_auth_cache see no behavior change because that cache has no Redis attached

DualCache's redis-to-memory read backfill also ignored default_in_memory_ttl, pinning backfilled entries for InMemoryCache's 600s default instead of the configured 60s auth TTL, which let a replica primed from Redis serve a stale key for 10 minutes even with the writers fixed. The backfill now injects the configured default exactly like every write path already does

Regression tests: the auth builder must not write a cache-served token to Redis (fails on the unfixed builder), get_key_object's DB load must still publish to Redis (guards against over-correcting), the spend writeback pipeline must be local-only, and the DualCache backfill must honor default_in_memory_ttl. Each was mutation-checked by reverting the corresponding production change and confirming the test fails

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

Link to Devin session: https://app.devin.ai/sessions/54cb6081085149f6965d2b8568ab9b44

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@greptile-apps

greptile-apps Bot commented Jul 16, 2026

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Greptile Summary

This PR fixes a stale-auth-blob republication bug in multi-replica deployments using enable_redis_auth_cache: /key/update and /key/delete correctly invalidate Redis, but two read-path writers (post-auth re-cache and spend writeback) were re-publishing stale blobs from any replica's in-memory copy with a fresh TTL on every request, preventing limit changes from propagating fleet-wide. A secondary bug caused Redis-to-memory backfills to ignore default_in_memory_ttl, pinning entries at InMemoryCache's 600 s default instead of the configured 60 s auth TTL.

  • Auth write-path narrowed: the post-auth _cache_key_object fire-and-forget task is removed from _user_api_key_auth_builder; Redis writes now occur only in DB-load paths (get_key_object, IdentityStore._resolve_key). The spend pipeline no longer writes the key auth object back at all.
  • Spend writeback split: all management-object updates (user, team, end-user, tag spend) become local-only; only the global proxy spend scalar keeps its shared-Redis write so cross-replica max_budget enforcement is unaffected.
  • DualCache backfill TTL fixed: _backfill_kwargs helper injects default_in_memory_ttl into all three read-path backfills (sync get_cache, async_get_cache, async_batch_get_cache).

Confidence Score: 5/5

Safe to merge; changes are narrowly scoped to the Redis write paths, all three fixes are independently tested, and the global proxy spend scalar deliberately retains its shared write so cross-replica budget enforcement is not disrupted.

The auth writeback removal, spend-pipeline split, and DualCache backfill TTL fix are all logically correct. DB-load paths still publish to Redis (verified by a dedicated regression test), management-object writes are local-only (verified by pipeline-mock assertions), and the backfill TTL tests confirm the in-memory expiry matches default_in_memory_ttl. No regressions were introduced on the critical auth path.

No files require special attention.

Important Files Changed

Filename Overview
litellm/caching/dual_cache.py Adds _backfill_kwargs helper to inject default_in_memory_ttl when backfilling Redis hits into the in-memory tier; applied correctly to all three read paths (sync get_cache, async_get_cache, async_batch_get_cache). Fixes a TTL bug where backfilled entries would survive the full InMemoryCache default (600 s) instead of the configured auth-cache TTL (60 s).
litellm/proxy/auth/user_api_key_auth.py Removes the _cache_key_object fire-and-forget task that re-wrote a cache-hit token back into shared Redis on every authenticated request. DB-load paths still populate Redis; cache-hit paths no longer republish stale blobs.
litellm/proxy/proxy_server.py Removes the auth-object write-back from the spend pipeline (key's team_spend/team_member_spend/spend mutations on existing_spend_obj no longer reach values_to_update_in_cache). Splits the remaining pipeline write into local-only for all management objects (user, team, end-user, tag) and shared-Redis for the global proxy spend scalar only.
tests/test_litellm/caching/test_dual_cache.py Adds two new async tests that verify async_get_cache and async_batch_get_cache backfill paths honor default_in_memory_ttl; both check the TTL dict directly in InMemoryCache. Tests are correctly scoped to in-memory verification only (no real Redis).
tests/test_litellm/proxy/auth/test_user_api_key_auth.py Adds test_auth_does_not_rewrite_cached_key_object_back_into_cache which seeds a stale cache entry, runs _user_api_key_auth_builder, drains pending tasks, and asserts the cached value's last_refreshed_at and metadata are unchanged — a clean mutation-check that fails on the pre-fix builder.
tests/test_litellm/proxy/auth/test_auth_checks.py Adds TestAuthCacheRedisWritePolicy with a test that verifies DB-load paths still publish to Redis (get_key_object with a fake Redis client asserts async_set_cache is awaited exactly once). Guards against over-correcting the fix.
tests/test_litellm/proxy/test_proxy_server.py Adds two tests: test_spend_tracking_never_writes_the_auth_object_back and test_update_cache_global_proxy_spend_scalar_stays_shared. Both correctly drain async tasks before asserting and cover the two sides of the spend writeback split.

Reviews (4): Last reviewed commit: "fix(proxy): stop stale auth cache re-pub..." | Re-trigger Greptile

@codecov

codecov Bot commented Jul 16, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

@yassin-berriai

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@greptileai please review the current head 2357874; it replaces the asyncio.sleep timing guard in the new regression tests with a deterministic drain of pending tasks, addressing the one uncertainty from the previous review

Comment thread litellm/proxy/proxy_server.py Outdated
@veria-ai

veria-ai Bot commented Jul 16, 2026

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PR overview

All previously flagged issues have been addressed. No open security concerns remain on this pull request.

Security review

No open security issues remain on this pull request.

Fixed/addressed: 1 · PR risk: 0/10

@codspeed-hq

codspeed-hq Bot commented Jul 16, 2026

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Merging this PR will not alter performance

✅ 31 untouched benchmarks


Comparing litellm_fix_stale_auth_redis_recache (e482d7d) with litellm_internal_staging (2162da5)

Open in CodSpeed

@yassin-berriai

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@greptileai please review the current head f6342e7; it splits the spend writeback so the proxy-wide spend scalar keeps its shared Redis write (addresses the Veria finding on cross-replica global budget enforcement) while management-object blobs stay pod-local

@yassin-berriai
yassin-berriai force-pushed the litellm_fix_stale_auth_redis_recache branch from f6342e7 to a5b37c5 Compare July 16, 2026 20:50
…es propagate across replicas

With enable_redis_auth_cache and multiple replicas, /key/update and
/key/delete delete the Redis auth blob and the handling pod's in-memory
entry, but two read-path writers re-published the stale blob from any other
replica's per-pod memory back to Redis with a fresh 60s TTL on every
request: the post-auth re-cache in user_api_key_auth and the spend writeback
in update_cache. Replicas whose in-memory entries expired then re-primed
themselves from the poisoned Redis entry, so key limit and access changes
never took effect fleet-wide while traffic continued, and a deleted key kept
authenticating.

The auth object is now written only by the DB-load paths
(IdentityStore._resolve_key, get_key_object): the post-auth re-cache is
removed outright (even a local-only write could race an invalidation and
resurrect a revoked key on this worker) and spend tracking no longer writes
the auth object back at all; spend is tracked through the spend:key:*
counters. The remaining spend writebacks for user, team, end-user, and tag
objects become local-only so they cannot republish stale management objects
either, with one deliberate exception: the proxy-wide
{litellm_proxy_admin_name}:spend scalar keeps its shared Redis write because
the global max_budget check reads it between authoritative DB reloads, and
it carries no limits or permissions so sharing it cannot resurrect an
invalidated auth blob.

DualCache's redis-to-memory read backfill also ignored default_in_memory_ttl,
pinning backfilled entries for InMemoryCache's 600s default instead of the
configured 60s auth TTL; the backfill now injects the configured default like
every write path already does, so a replica primed from Redis converges
within the auth cache TTL as well.

Consolidates the sibling stale-auth-recache branch; the delete-propagation
case is the duplicate ticket LIT-4350.

Resolves LIT-4219
@yassin-berriai
yassin-berriai force-pushed the litellm_fix_stale_auth_redis_recache branch from a5b37c5 to e482d7d Compare July 16, 2026 20:58
@yassin-berriai

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@greptileai please review the current head e482d7d; it consolidates the sibling branch from PR #33560 (the post-auth re-cache is now removed outright rather than made local-only, and spend tracking no longer writes the key auth object back at all) and rebases onto current litellm_internal_staging as a single commit

@yassin-berriai

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The osv-scan failure on this PR is base drift, not this diff: this branch has a zero-line uv.lock delta against litellm_internal_staging, and the flagged package (mcp 1.26.0, three known High findings) comes from the base lockfile itself, so every branch cut from the current staging tip fails the same way. Fix filed separately as #33591; osv-scan here will be rerun once that lands

@yassin-berriai
yassin-berriai merged commit ae8dc1f into litellm_internal_staging Jul 16, 2026
129 of 130 checks passed
@yassin-berriai
yassin-berriai deleted the litellm_fix_stale_auth_redis_recache branch July 16, 2026 22:00
yuneng-berri pushed a commit that referenced this pull request Jul 26, 2026
…es propagate across replicas (#33565)

With enable_redis_auth_cache and multiple replicas, /key/update and
/key/delete delete the Redis auth blob and the handling pod's in-memory
entry, but two read-path writers re-published the stale blob from any other
replica's per-pod memory back to Redis with a fresh 60s TTL on every
request: the post-auth re-cache in user_api_key_auth and the spend writeback
in update_cache. Replicas whose in-memory entries expired then re-primed
themselves from the poisoned Redis entry, so key limit and access changes
never took effect fleet-wide while traffic continued, and a deleted key kept
authenticating.

The auth object is now written only by the DB-load paths
(IdentityStore._resolve_key, get_key_object): the post-auth re-cache is
removed outright (even a local-only write could race an invalidation and
resurrect a revoked key on this worker) and spend tracking no longer writes
the auth object back at all; spend is tracked through the spend:key:*
counters. The remaining spend writebacks for user, team, end-user, and tag
objects become local-only so they cannot republish stale management objects
either, with one deliberate exception: the proxy-wide
{litellm_proxy_admin_name}:spend scalar keeps its shared Redis write because
the global max_budget check reads it between authoritative DB reloads, and
it carries no limits or permissions so sharing it cannot resurrect an
invalidated auth blob.

DualCache's redis-to-memory read backfill also ignored default_in_memory_ttl,
pinning backfilled entries for InMemoryCache's 600s default instead of the
configured 60s auth TTL; the backfill now injects the configured default like
every write path already does, so a replica primed from Redis converges
within the auth cache TTL as well.

Consolidates the sibling stale-auth-recache branch; the delete-propagation
case is the duplicate ticket LIT-4350.

Resolves LIT-4219

(cherry picked from commit ae8dc1f)
yuneng-berri added a commit that referenced this pull request Jul 28, 2026
…x-d8c02a

chore(release): backport #33565, #33840, #33841, #34121, #33261, #34325 and #34577 to stable/1.93.x and cut 1.93.1
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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3 participants