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test: add strict stateless provider replay identity - #41149

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yuneng-berri merged 7 commits into
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litellm_strict_provider_identity
Sep 15, 2026
Merged

yuneng-berri merged 7 commits into
mainfrom
litellm_strict_provider_identity

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@yuneng-berri

@yuneng-berri yuneng-berri commented Sep 14, 2026 •

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TLDR

Problem this solves:

  • Replay ignores semantic headers and collapses literal request values
  • Repeated query values can reuse the wrong recorded response

How it solves it:

  • Add opt-in stateless_v1 matching for chat and messages
  • Bind requests to destination, headers, queries and exact JSON
  • Preserve legacy fixtures and reject incompatible strict bundles

User Flow

Before: an E2E contributor can replay success after changing a prompt

  1. Record POST http://127.0.0.1:<edge-port>/openai/v1/chat/completions with prompt 2031-04-05
  2. Switch to replay and send the same request with 2032-06-07
  3. Receive the recorded HTTP 200 despite changing the request

After: the contributor enables E2E_REPLAY_MATCH_PROFILE=stateless_v1 for recording and replay

  1. Record POST http://127.0.0.1:<edge-port>/openai/v1/chat/completions with prompt 2031-04-05
  2. Switch to replay and send the same request with 2032-06-07
  3. Receive HTTP 599 naming a body mismatch, without an upstream call

The same contract applies to /anthropic/v1/messages. Leaving the profile unset preserves legacy behavior

Relevant issues

Affected release

Linear ticket

Resolves LIT-7733

Pre-Submission checklist

  • I have added meaningful tests
  • The focused harness files pass locally: 156 passed, no reruns
  • My PR passes all required CI/CD checks
  • Scope is limited to opt-in test-harness request matching
  • Greptile has independently reviewed the current head at 5/5

Screenshots / Proof of Fix

This is test-harness behavior. All HTTP evidence uses temporary synthetic providers, with no proxy/database deployment or paid-provider calls

Shared setup: run the existing harness edge against its synthetic HTTP provider with an empty temporary fixture directory. Record one request, close the recording edge, reload the bundle, and start a replay edge with the same provider destination. The provider counter starts at zero. $EDGE is the allocated edge address. Use E2E_REPLAY_MATCH_PROFILE=stateless_v1 for the updated capture and replay

The request command is:

curl --silent --show-error --noproxy '*' -w '\nHTTP %{http_code}\n' \
  -H 'content-type: application/json' -H 'anthropic-beta: feature-a' \
  --data-binary '{"model":"synthetic","messages":[{"role":"user","content":"2031-04-05"}]}' \
  "$EDGE/openai/v1/chat/completions"

Use the same command with /anthropic/v1/messages for the messages case

Before (d1fc231)

Chat completions

  1. Execute the recording command: HTTP 200, response echoes 2031-04-05
  2. Against the replay edge, change the prompt to 2032-06-07: HTTP 200, response still echoes 2031-04-05
  3. Provider counter: one capture call and zero replay calls

Messages

  1. Execute the recording command at /anthropic/v1/messages: HTTP 200, response echoes 2031-04-05
  2. Against the replay edge, change the prompt to 2032-06-07: HTTP 200, response still echoes 2031-04-05
  3. Provider counter: one capture call and zero replay calls

After (37bde0b)

Chat completions

  1. Execute the strict recording command: HTTP 200, response echoes 2031-04-05
  2. Against the strict replay edge, change the prompt to 2032-06-07: HTTP 599 with stateless_v1 replay mismatch: body; re-record with E2E_FIXTURE_MODE=record
  3. Provider counter: one capture call and zero replay calls

Messages

  1. Execute the strict recording command at /anthropic/v1/messages: HTTP 200, response echoes 2031-04-05
  2. Against the strict replay edge, change the prompt to 2032-06-07: HTTP 599 with stateless_v1 replay mismatch: body; re-record with E2E_FIXTURE_MODE=record
  3. Provider counter: one capture call and zero replay calls

Qualification

The five harness files passed 156 tests with reruns disabled. Coverage includes precise numbers and JSON types, header presence/value changes, destination changes, ordered queries, credential redaction, fresh-process replay, legacy bundle loading, finite consumption, leftovers, multipart/binary compatibility, stream chunk boundaries and truncation

A temporary functional fault omitted anthropic-beta from identity. Both protocol checks failed at 200 == 599 after a changed header incorrectly received the recorded success. Restoring the implementation passed both controls. No diagnostic fault or fixture bundle is committed

The scoped repository check script passed E2E typing, test-tree lint, raw HTTP restrictions and test-quality budgets. Workflow startup and CI coverage/slice checks passed. The CircleCI provider_replay_harness job explicitly executes the five markerless harness files and uploads JUnit results. It uses the existing CircleCI trigger policy; this PR adds no automatic PR trigger

Independent review identified numeric precision, query decoding and authentication edge cases; each was corrected and verified. Strict JSON now preserves numeric tokens exactly (including 1, 1e0, -0 and enormous exponents), while only authorization scheme casing is normalized. Semantic header values remain exact. Legacy interaction serialization was also compared byte-for-byte with the base

The implementation at 37bde0bdbe passed all 156 tests in the previous GHA run, received independent Greptile 5/5, and passed Veria with no security issues. The latest change moves execution to CircleCI and removes the added GHA step. CircleCI configuration validates; the new job has not run in CircleCI yet. Fresh current-head review is pending. Bugbot has no result available and is not counted as a pass

The strict tests live in tests/code_coverage_tests/test_provider_replay_harness.py, preserving all eight methods and including their path in the CI selector. The synthetic provider stores immutable request snapshots

The Vertex job on the earlier head 37bde0bdbe failed two Gemini embedding cost assertions that also failed on its exact base. That result is historical: the later main merge and CI move require fresh current-head checks

Type

Test

Caveats

Low

  • Strict enrollment covers only stateless chat and messages
  • Credentials, model availability and transport performance remain unverified
  • SDK timeout/retry metadata is excluded from request identity
  • Inbound transfer encoding is unsupported; use content-length framing

QA runbook

Strict harness tests live outside tests/e2e, alongside CI tooling tests. They reuse the existing synthetic provider and transport helpers: actual HTTP requests cross the edge and synthetic upstream, recordings are written to disk and loaded for replay, and one case replays in a fresh process. They exercise the record/storage/replay boundary without mocked client calls or direct canonicalizer-only assertions. No provider credentials or live proxy are required

  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_roundtrip_rejects_semantic_changes
    • Record chat and messages, then change date, UUID, model, array order, query order, header values/presence or auth scheme; expect HTTP 599
    • Reorder JSON keys and header casing; expect the original bytes and no extra provider call
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_json_values_remain_distinct
    • Record each null/empty/false/zero/array/object/precise-number value and replay a different value; expect HTTP 599 naming body
    • Replay the original value; expect HTTP 200, including 1e400
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_ineligible_capture_never_calls_provider
    • Send unsupported endpoints, headers, bodies, invalid UTF-8 queries, duplicate JSON keys; expect eligibility errors
    • Confirm no provider call or interaction file was created
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_destination_is_part_of_actual_http_identity
    • Record a request, change its upstream base path and replay; expect HTTP 599 naming upstream
    • Confirm the provider counter still records only the capture call
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_credentials_are_not_identity_and_fresh_process_replays
    • Capture synthetic auth, cookie and query credentials; inspect stored requests and verify original values reached the provider
    • Start a fresh replay process with different credential values; expect original response bytes and no provider call
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_profiles_cannot_load_each_others_bundles
    • Load each bundle using the other profile; expect a profile mismatch with a rerecord instruction
    • Confirm neither incompatible bundle is silently upgraded
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_strict_stream_preserves_chunks_and_truncation
    • Record complete and interrupted streams, then replay; compare exact transfer chunks and ending
    • Confirm all expected interactions were consumed without contacting the provider
  • tests/code_coverage_tests/test_provider_replay_harness.py::TestStrictIdentity::test_auth_scheme_survives_missing_credentials
    • Record credential-less Bearer, then replay Basic or Digest; expect HTTP 599 naming auth
    • Replay Bearer with synthetic credentials; expect success because credential validity is outside matching

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

Finite tests cannot establish that regressions are impossible

@greptile-apps

greptile-apps Bot commented Sep 15, 2026 •

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Greptile Summary

This PR adds an opt-in strict replay profile for stateless OpenAI chat-completion and Anthropic messages requests.

  • Matches exact JSON values, ordered query pairs, semantic headers, authorization schemes, and upstream destinations while redacting credentials.
  • Separates strict and legacy bundle formats and rejects incompatible fixture bundles.
  • Adds focused replay, streaming, redaction, compatibility, and fresh-process tests.
  • Runs the provider replay harness in every admitted CircleCI workflow by removing the restrictive branch filter.

Confidence Score: 5/5

The PR appears safe to merge; the previously identified CircleCI coverage gap is fixed and no new actionable issue was found.

Removing the harness job’s branch filter ensures every pipeline admitted by the existing workflow runs the replay suite, so ordinary feature branches no longer skip this coverage. All six previous threads were manually resolved without explanatory replies; the current code also directly addresses their reported concerns through exact numeric identities, normalized authorization schemes, test relocation, immutable request snapshots, compliant formatting, and unrestricted harness job execution.

Important Files Changed

Filename Overview
.circleci/config.yml Adds the provider replay harness job and now runs it in every admitted CircleCI workflow without the feature-branch-excluding filter.
tests/e2e/fixture_profile.py Defines strict request eligibility and identity construction with exact numeric tokens, ordered queries, semantic headers, credential redaction, and normalized authorization schemes.
tests/e2e/provider_edge.py Integrates profile-aware identity generation, recording, replay matching, diagnostics, and bundle loading into the test provider edge.
tests/e2e/fixture_bundle.py Adds profile-specific bundle metadata, format validation, strict identities, and legacy-compatible serialization.
tests/code_coverage_tests/test_provider_replay_harness.py Adds focused end-to-end coverage for strict identity mismatches, numeric fidelity, eligibility, destination matching, credential handling, profile compatibility, and streaming.
tests/e2e/test_provider_edge.py Extends the synthetic provider with immutable request snapshots used by the strict replay tests.

Reviews (6): Last reviewed commit: "ci: run replay harness on every admitted..." | Re-trigger Greptile

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Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

@yuneng-berri

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@greptileai review

@yuneng-berri

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@greptileai review. Strict harness tests now live outside tests/e2e; all 156 HTTP, persistence, and replay controls pass.

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@yuneng-berri

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@greptileai review. Request history now uses immutable snapshots, and the payload expression fits the line limit; all 156 tests pass.

@yuneng-berri

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@greptileai review. Harness execution moved from GHA to CircleCI under existing triggers; configuration validates and all 156 tests pass locally.

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@yuneng-berri

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@greptileai review. Removed the harness job branch filter so every admitted CircleCI pipeline runs it; run-ci and cadence triggering remain unchanged.

@yuneng-berri
yuneng-berri merged commit 26a1313 into main Sep 15, 2026
82 of 83 checks passed
@yuneng-berri
yuneng-berri deleted the litellm_strict_provider_identity branch September 15, 2026 04:31
doonga pushed a commit to greyrock-labs/home-ops that referenced this pull request Sep 28, 2026
…103.0) (#290)

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 | `v1.102.1` → `v1.103.0` |

---

### Release Notes

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

### [`v1.103.0`](https://github.com/BerriAI/litellm/releases/tag/v1.103.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.102.1...v1.103.0)

#### 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:v1.103.0
```

**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/v1.103.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.103.0
```

Expected output:

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

***

#### What's Changed

- fix(responses): translate the reasoning object into a chat-completion reasoning effort by [@&#8203;joshgarnett](https://github.com/joshgarnett) in [#&#8203;36363](https://github.com/BerriAI/litellm/pull/36363)
- fix(proxy): bound tool and guardrail index create\_many by the spend-log statement budgets by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40561](https://github.com/BerriAI/litellm/pull/40561)
- fix(mcp): require admission for delegated OAuth by [@&#8203;joshua-berri](https://github.com/joshua-berri) in [#&#8203;40923](https://github.com/BerriAI/litellm/pull/40923)
- fix(logging): log one bounded summary for a burst of timed-out LoggingWorker callbacks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40912](https://github.com/BerriAI/litellm/pull/40912)
- fix(fireworks): resolve short model names to long cost map keys by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40929](https://github.com/BerriAI/litellm/pull/40929)
- ci: remove main branch source guard by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;40172](https://github.com/BerriAI/litellm/pull/40172)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;40942](https://github.com/BerriAI/litellm/pull/40942)
- fix(spend\_logs): store litellm\_call\_id and match it in request\_id lookups by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;39068](https://github.com/BerriAI/litellm/pull/39068)
- fix(auth): refresh lite login session token grants from the live user and team rows by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;40657](https://github.com/BerriAI/litellm/pull/40657)
- feat(bedrock): support file delete and list for S3-backed managed files by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;39836](https://github.com/BerriAI/litellm/pull/39836)
- fix(proxy): gate the webhook test alert on proxy admins by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;40814](https://github.com/BerriAI/litellm/pull/40814)
- fix(ui): hide admin write-form tabs on the models page from view-only admins by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;38867](https://github.com/BerriAI/litellm/pull/38867)
- fix(anthropic-adapter): surface mid-stream provider errors as Anthropic error events by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33352](https://github.com/BerriAI/litellm/pull/33352)
- docs(github): add an Affected release section to the PR template by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;40618](https://github.com/BerriAI/litellm/pull/40618)
- docs(e2e): ban unit tests under tests/e2e by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;33852](https://github.com/BerriAI/litellm/pull/33852)
- fix(router): preserve Azure Entra ID params in reusable credentials by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40889](https://github.com/BerriAI/litellm/pull/40889)
- docs(user endpoints): remove unsupported soft\_budget param from user docstrings by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;36585](https://github.com/BerriAI/litellm/pull/36585)
- feat(friendli): auto-sync Friendli model metadata into price registry by [@&#8203;Lee-Si-Yoon](https://github.com/Lee-Si-Yoon) in [#&#8203;35918](https://github.com/BerriAI/litellm/pull/35918)
- build(deps): bump smol-toml to 1.8.0 to clear GHSA-7w5x-hrqm-74c2 in osv-scan by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40478](https://github.com/BerriAI/litellm/pull/40478)
- fix(bedrock\_mantle): price GovCloud regions from the regional cost row and accept region-prefixed model names by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;39846](https://github.com/BerriAI/litellm/pull/39846)
- chore(ci): remerge internal staging by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;40943](https://github.com/BerriAI/litellm/pull/40943)
- test(auth): freeze the cache clock in auth prefetch tests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40996](https://github.com/BerriAI/litellm/pull/40996)
- feat(jwt): allow virtual\_key\_claim\_field per issuer by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40927](https://github.com/BerriAI/litellm/pull/40927)
- fix(cost): bill cached realtime audio tokens at the audio cache-read rate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40627](https://github.com/BerriAI/litellm/pull/40627)
- perf(logging): skip correlation contextvar stamping when request\_correlation\_in\_logs is off by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41054](https://github.com/BerriAI/litellm/pull/41054)
- feat(pricing): add azure gpt-chat-latest rates and drop retired friendliai llama-3.1 entries by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40976](https://github.com/BerriAI/litellm/pull/40976)
- build(deps): re-suppress GHSA-h7x2-h6g9-p789 in osv-scan on main, mlflow still has no fixed release by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41104](https://github.com/BerriAI/litellm/pull/41104)
- fix(otel): cap per-index OpenInference message attributes span-wide by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40562](https://github.com/BerriAI/litellm/pull/40562)
- feat(proxy): add general\_settings.allowed\_file\_extensions for /v1/files uploads by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41106](https://github.com/BerriAI/litellm/pull/41106)
- fix(proxy): forward provider request id headers on mapped error responses by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40925](https://github.com/BerriAI/litellm/pull/40925)
- fix(router): name the all-deployments-in-cooldown error on 429 responses by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40995](https://github.com/BerriAI/litellm/pull/40995)
- fix(ui): show the team alias on the model info page and in its raw JSON by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40992](https://github.com/BerriAI/litellm/pull/40992)
- feat(proxy): honor LITELLM\_DISABLE\_ACCESS\_LOG\_PATHS to drop noisy uvicorn access log lines by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41096](https://github.com/BerriAI/litellm/pull/41096)
- fix(prometheus): label pre-call rate limit failures with the resolved api\_provider by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41059](https://github.com/BerriAI/litellm/pull/41059)
- perf(proxy): serialize /model/info listing once with orjson by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41114](https://github.com/BerriAI/litellm/pull/41114)
- fix(utils): stop wrapper\_async submitting the sync success handler twice by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41115](https://github.com/BerriAI/litellm/pull/41115)
- fix(redis): log a timeout streak once per interval instead of one line per cache call by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40817](https://github.com/BerriAI/litellm/pull/40817)
- fix(router): record flat retry attempts and cap retries from attempted\_retries by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40930](https://github.com/BerriAI/litellm/pull/40930)
- refactor(prometheus): source PROXY\_LLM\_PROVIDER\_FALLBACK from litellm.constants by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41118](https://github.com/BerriAI/litellm/pull/41118)
- fix(proxy): hide default credentials login hint when UI\_PASSWORD is set by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41107](https://github.com/BerriAI/litellm/pull/41107)
- fix(cli): show routed models and session stats for LLM API keys by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41116](https://github.com/BerriAI/litellm/pull/41116)
- fix(bedrock/realtime): propagate deferred Nova Sonic stream failures to the router by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41064](https://github.com/BerriAI/litellm/pull/41064)
- fix(proxy): keep org admins' own team memberships in other orgs visible on team list by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41086](https://github.com/BerriAI/litellm/pull/41086)
- feat(model\_info): provider-scoped fill\_missing\_for\_providers backfill from fallback generalization rules by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41093](https://github.com/BerriAI/litellm/pull/41093)
- fix(auth): load team membership once per request and skip prisma on an L1 hit by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41102](https://github.com/BerriAI/litellm/pull/41102)
- refactor(harness): expand independent trace coverage by [@&#8203;yujonglee-berri](https://github.com/yujonglee-berri) in [#&#8203;41120](https://github.com/BerriAI/litellm/pull/41120)
- fix(proxy): release max\_parallel\_requests slot when a realtime session ends without LLM callbacks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41113](https://github.com/BerriAI/litellm/pull/41113)
- fix(router): cool down team deployments on 429 when a sibling serves the same public model by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40991](https://github.com/BerriAI/litellm/pull/40991)
- fix(ui): move tags typed into key metadata JSON into the Tags field by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41023](https://github.com/BerriAI/litellm/pull/41023)
- fix(ui): let team admins grant a team all proxy models by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;40196](https://github.com/BerriAI/litellm/pull/40196)
- chore(lint): graduate 12 rules from the strict-gate ratchet by [@&#8203;HUAHAODIA](https://github.com/HUAHAODIA) in [#&#8203;41048](https://github.com/BerriAI/litellm/pull/41048)
- test: add dedicated CircleCI integration contract foundation by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41066](https://github.com/BerriAI/litellm/pull/41066)
- fix(utils): keep litellm params out of provider request bodies by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41018](https://github.com/BerriAI/litellm/pull/41018)
- fix(openai): keep extra\_headers out of the chat request body on the httpx handler path by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41141](https://github.com/BerriAI/litellm/pull/41141)
- test: cover persisted updates and warmed authorization policies by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41070](https://github.com/BerriAI/litellm/pull/41070)
- fix(proxy): resolve x-litellm-call-id from response metadata when routes omit call\_id by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41056](https://github.com/BerriAI/litellm/pull/41056)
- chore(prices): sync Vertex AI prices: 14 models by [@&#8203;berriai-litellm-provider-info-sync](https://github.com/berriai-litellm-provider-info-sync)\[bot] in [#&#8203;40955](https://github.com/BerriAI/litellm/pull/40955)
- ci(codeql): exclude noisy Python quality queries by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41142](https://github.com/BerriAI/litellm/pull/41142)
- feat(proxy): predict prompt-cache costs across deployments by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;40877](https://github.com/BerriAI/litellm/pull/40877)
- fix(prompt\_security): keep polling file sanitization through non-terminal statuses by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41131](https://github.com/BerriAI/litellm/pull/41131)
- fix(health): skip background health check DB writes when the latest-row read fails by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41145](https://github.com/BerriAI/litellm/pull/41145)
- feat(model\_armor): logging\_only mode scans completed streams after delivery by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40702](https://github.com/BerriAI/litellm/pull/40702)
- fix(bedrock guardrails): derive contextual grounding source and query from plain messages by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41132](https://github.com/BerriAI/litellm/pull/41132)
- fix(cli): drop enum.StrEnum so the CLI imports on Python 3.10 by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41046](https://github.com/BerriAI/litellm/pull/41046)
- fix(responses): route mid-stream error events through exception\_type so content\_policy\_fallbacks fire by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40988](https://github.com/BerriAI/litellm/pull/40988)
- fix(cost): bill gemini-embedding-2 per token and stop double charging audio by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41157](https://github.com/BerriAI/litellm/pull/41157)
- test: bind management E2E callers and isolate JWT actors by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;40892](https://github.com/BerriAI/litellm/pull/40892)
- fix(headroom): protect cache\_control-marked rows anywhere in history by [@&#8203;rad-p44](https://github.com/rad-p44) in [#&#8203;40315](https://github.com/BerriAI/litellm/pull/40315)
- test: add strict stateless provider replay identity by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41149](https://github.com/BerriAI/litellm/pull/41149)
- fix(ci): test checked-out model pricing in unit jobs by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41181](https://github.com/BerriAI/litellm/pull/41181)
- fix(guardrails): write per-message guardrail rewrites back onto Responses input items by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40939](https://github.com/BerriAI/litellm/pull/40939)
- fix(proxy): log the provider usage on deferred /v1/messages calls and price cache writes without a creation rate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41172](https://github.com/BerriAI/litellm/pull/41172)
- fix(guardrails): record not\_run evaluation when scoping leaves nothing to scan by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;39050](https://github.com/BerriAI/litellm/pull/39050)
- fix(responses): preserve provider affinity by [@&#8203;AaronHowell](https://github.com/AaronHowell) in [#&#8203;40228](https://github.com/BerriAI/litellm/pull/40228)
- fix(sdk): keep body and proxy headers on BadRequestError mapped from a litellm\_proxy 400 by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40994](https://github.com/BerriAI/litellm/pull/40994)
- fix(responses): hoist Codex additional\_tools input items into the chat bridge tools by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40989](https://github.com/BerriAI/litellm/pull/40989)
- fix(router): honor team and key provider weights by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41072](https://github.com/BerriAI/litellm/pull/41072)
- test(e2e): verify streamed answers and tool continuation by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41194](https://github.com/BerriAI/litellm/pull/41194)
- fix(cli): label router costs and simplify the routed-model header by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41186](https://github.com/BerriAI/litellm/pull/41186)
- test(spend): reconcile concurrent requests and daily activity by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41188](https://github.com/BerriAI/litellm/pull/41188)
- fix(guardrails): scan the Anthropic top-level system prompt and tool\_use arguments by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40984](https://github.com/BerriAI/litellm/pull/40984)
- fix(router): count num\_retries\_per\_request across fallback hops by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41191](https://github.com/BerriAI/litellm/pull/41191)
- fix(bedrock): grant rerank, retrieve, agent, and agentcore actions in the web identity session policy by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41168](https://github.com/BerriAI/litellm/pull/41168)
- fix(vertex-live): bill Gemini Live sessions end to end (internal copy of [#&#8203;37075](https://github.com/BerriAI/litellm/issues/37075)) by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40915](https://github.com/BerriAI/litellm/pull/40915)
- fix(health): resolve litellm\_credential\_name in realtime health checks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41173](https://github.com/BerriAI/litellm/pull/41173)
- feat(proxy): unified custom\_key\_policy hook for key generate, update and regenerate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40921](https://github.com/BerriAI/litellm/pull/40921)
- fix(proxy): enforce custom\_key\_update policy on /key/regenerate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40695](https://github.com/BerriAI/litellm/pull/40695)
- fix(router): preserve session model choice within each complexity tier by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41174](https://github.com/BerriAI/litellm/pull/41174)
- test(pricing): let synced GovCloud Bedrock rows cite the AWS price list by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41263](https://github.com/BerriAI/litellm/pull/41263)
- docs(github): ask for interactive coding-tool proof in the PR template by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41257](https://github.com/BerriAI/litellm/pull/41257)
- feat(proxy): add POST /management/v1/users/bulk for batched user and team membership creation by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41028](https://github.com/BerriAI/litellm/pull/41028)
- fix(credentials): answer 409 on a credential name collision, make Terraform adoption opt-in by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;40917](https://github.com/BerriAI/litellm/pull/40917)
- feat(proxy): add POST /management/v1/users/bulk\_delete and POST /management/v1/teams/{team\_id}/members/bulk\_delete by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41039](https://github.com/BerriAI/litellm/pull/41039)
- fix(proxy): list directly assigned team models in model access errors by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41256](https://github.com/BerriAI/litellm/pull/41256)
- feat(auto-router): allow opted-in team members to manage their routers by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41175](https://github.com/BerriAI/litellm/pull/41175)
- build(rust-bridge): add typed \_native stub and validate it with mypy.stubtest by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41180](https://github.com/BerriAI/litellm/pull/41180)
- feat(guardrails): add new upstream presidio pii entities including german set by [@&#8203;MvdB](https://github.com/MvdB) in [#&#8203;36775](https://github.com/BerriAI/litellm/pull/36775)
- fix(responses): filter bridged kwargs like the native Responses path by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41144](https://github.com/BerriAI/litellm/pull/41144)
- test(e2e): cover the reliability retry, cooldown, fallback, and routing-strategy cells by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;39857](https://github.com/BerriAI/litellm/pull/39857)
- fix(anthropic): add the per-turn-control beta when a message carries output\_config by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41189](https://github.com/BerriAI/litellm/pull/41189)
- fix(router): bind per-request routing\_strategy override selectors to the request's callbacks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41178](https://github.com/BerriAI/litellm/pull/41178)
- feat(proxy): bind JWT claims to registered agents via agent\_id\_jwt\_field by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40904](https://github.com/BerriAI/litellm/pull/40904)
- fix(proxy): enforce organization budgets when max\_budget is 0 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;41271](https://github.com/BerriAI/litellm/pull/41271)
- fix(alerting): send llm\_exceptions Slack alert for 5xx HTTPException and ProxyException by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41125](https://github.com/BerriAI/litellm/pull/41125)
- fix(headroom): protect the cached prefix through the last cache\_control breakpoint by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41161](https://github.com/BerriAI/litellm/pull/41161)
- fix(utils): cache custom HuggingFace tokenizers across /utils/token\_counter requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41216](https://github.com/BerriAI/litellm/pull/41216)
- fix(router): keep weighted routing when a deployment id equals a model\_name by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41156](https://github.com/BerriAI/litellm/pull/41156)
- feat(router): add capability classifier as Fuse foundation by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41270](https://github.com/BerriAI/litellm/pull/41270)
- fix(proxy): keep access-group raw SQL writes on the writer while writer\_unavailable is stale by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41283](https://github.com/BerriAI/litellm/pull/41283)
- fix(prometheus): count 401 auth failures in litellm\_proxy\_failed\_requests\_metric by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41170](https://github.com/BerriAI/litellm/pull/41170)
- test: drop tests that pin vendor facts and add the CLAUDE.md rule by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41269](https://github.com/BerriAI/litellm/pull/41269)
- fix(proxy): run the remaining inline token counts off the event loop by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40262](https://github.com/BerriAI/litellm/pull/40262)
- fix(proxy): log blocked streaming guardrail responses as failures, not success by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40191](https://github.com/BerriAI/litellm/pull/40191)
- feat(proxy): add tpd\_limit (tokens per day) for batch submissions by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40997](https://github.com/BerriAI/litellm/pull/40997)
- fix(proxy): reconcile budget reservation before enqueuing spend to the DB by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40310](https://github.com/BerriAI/litellm/pull/40310)
- fix(xai): stop sending web\_search\_options to xAI's retired Live Search path by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;38278](https://github.com/BerriAI/litellm/pull/38278)
- feat(terraform): add tpm\_limit, rpm\_limit, budget\_duration, allowed\_models to litellm\_team\_member\_add by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;38682](https://github.com/BerriAI/litellm/pull/38682)
- fix(rerank): bill Vertex search\_units from input records and give every rerank response a unique id by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35180](https://github.com/BerriAI/litellm/pull/35180)
- fix(router): stop counting caller-set timeout 408s toward deployment cooldown by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41230](https://github.com/BerriAI/litellm/pull/41230)
- feat(router): add Fuse V2 classifier after capability forecasting by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41272](https://github.com/BerriAI/litellm/pull/41272)
- fix(proxy): keep client User-Agent on auth failure spend logs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41291](https://github.com/BerriAI/litellm/pull/41291)
- fix(proxy): reset budgets by decrementing pre-reset spend instead of zeroing rows by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41279](https://github.com/BerriAI/litellm/pull/41279)
- fix(xai): honor nested web\_search filters on the xAI Responses API by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;38268](https://github.com/BerriAI/litellm/pull/38268)
- fix(router): stop registering a caller-supplied credential as a router deployment by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;41289](https://github.com/BerriAI/litellm/pull/41289)
- fix(router): accept custom\_provider\_map providers before the first completion call by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41300](https://github.com/BerriAI/litellm/pull/41300)
- fix(proxy): return 400 instead of 500 for lone surrogate escapes in request body by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41297](https://github.com/BerriAI/litellm/pull/41297)
- fix(langsmith): keep events appended during an in-flight flush instead of clearing them by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41288](https://github.com/BerriAI/litellm/pull/41288)
- fix(logging): track spend for streams a deployment hook converted to non-streaming by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41171](https://github.com/BerriAI/litellm/pull/41171)
- fix(bedrock): sanitize client tool\_call ids to Bedrock toolUseId constraints by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40872](https://github.com/BerriAI/litellm/pull/40872)
- fix(passthrough): attribute Vertex passthrough successes to the resolved router deployment by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41307](https://github.com/BerriAI/litellm/pull/41307)
- feat(ui): persist Models table search, filters, sort and page in the URL by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41296](https://github.com/BerriAI/litellm/pull/41296)
- fix(jwt-auth): scope JWT key mappings by issuer to prevent cross-issuer collisions by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;41281](https://github.com/BerriAI/litellm/pull/41281)
- feat(openai): add openai\_system\_messages\_first to put system messages first for prompt caching by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41304](https://github.com/BerriAI/litellm/pull/41304)
- feat(ui): add custom request headers to the API Playground by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41309](https://github.com/BerriAI/litellm/pull/41309)
- feat(cli): sync Codex /model picker from proxy /v1/models in lite codex by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40476](https://github.com/BerriAI/litellm/pull/40476)
- chore: bump litellm-enterprise 0.1.67 -> 0.1.68, litellm-proxy-extras 0.4.97 -> 0.4.98, litellm 1.102.0 -> 1.103.0 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41321](https://github.com/BerriAI/litellm/pull/41321)
- feat: add aihubmix provider pricing entries by [@&#8203;IToSSc](https://github.com/IToSSc) in [#&#8203;41179](https://github.com/BerriAI/litellm/pull/41179)
- feat(auto-router): add per-model Fast mode toggle by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41282](https://github.com/BerriAI/litellm/pull/41282)
- fix(proxy): include litellm\_call\_id in LLM API exception logs by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41205](https://github.com/BerriAI/litellm/pull/41205)
- fix(proxy): keep yaml pass-through endpoints visible to auth after db overlay by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41303](https://github.com/BerriAI/litellm/pull/41303)
- fix(proxy): resolve router\_settings.model\_group\_alias before key/team model auth by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41308](https://github.com/BerriAI/litellm/pull/41308)
- fix(ui): block usage export and flag the range when a spend page fails by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41294](https://github.com/BerriAI/litellm/pull/41294)
- fix(vertex\_ai): bill Gemini Omni Interactions usage and Veo sampleCount on passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41322](https://github.com/BerriAI/litellm/pull/41322)
- fix(proxy): honor LITELLM\_LOG for uvicorn and proxy extras loggers by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41306](https://github.com/BerriAI/litellm/pull/41306)
- fix(cost): price native Responses WebSocket turns at their returned service\_tier by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41318](https://github.com/BerriAI/litellm/pull/41318)
- fix(proxy): key model rpm/tpm override takes precedence over team model limit by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41302](https://github.com/BerriAI/litellm/pull/41302)
- fix(proxy): track per-member organization spend by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41255](https://github.com/BerriAI/litellm/pull/41255)
- feat(proxy): add /nvidia\_nim passthrough route for NIM object detection and OCR /v1/infer by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41316](https://github.com/BerriAI/litellm/pull/41316)
- feat(model\_info): add provider-neutral Gemini 2.5+ chat baseline fallback generalization by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41320](https://github.com/BerriAI/litellm/pull/41320)
- fix(spend): sum multi-round session duration in logs UI by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35388](https://github.com/BerriAI/litellm/pull/35388)
- feat(router): limit unlicensed Capability and Fuse v2 routers to one each by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41326](https://github.com/BerriAI/litellm/pull/41326)
- fix(guardrails): resolve caller identity from metadata buckets in custom code guardrail by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41126](https://github.com/BerriAI/litellm/pull/41126)
- fix(e2e): onboard dashboard users through invitations by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41319](https://github.com/BerriAI/litellm/pull/41319)
- feat(guardrails): add Microsoft Agent 365 MCP tool-call guardrail by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;38241](https://github.com/BerriAI/litellm/pull/38241)
- test: drop remaining tests that pin cost-map vendor facts by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41298](https://github.com/BerriAI/litellm/pull/41298)
- feat(ui): show average response time per model in usage model activity by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41313](https://github.com/BerriAI/litellm/pull/41313)
- fix(proxy): preserve Anthropic pricing modifiers in router savings by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41341](https://github.com/BerriAI/litellm/pull/41341)
- feat(guardrails): support pre\_call and during\_call modes for llm\_as\_a\_judge by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41128](https://github.com/BerriAI/litellm/pull/41128)
- fix(gemini): propagate the provider's modelVersion to the response model by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41338](https://github.com/BerriAI/litellm/pull/41338)
- fix(fireworks-ai): bill cache-write, reasoning and audio tokens via the shared cost calculator by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41339](https://github.com/BerriAI/litellm/pull/41339)
- feat(guardrails): singulr v2 API contract with logging\_only, pre\_mcp\_call and post\_mcp\_call by [@&#8203;yucheng-berri](https://github.com/yucheng-berri) in [#&#8203;41329](https://github.com/BerriAI/litellm/pull/41329)
- ci(image-scan): ignore zlib CVE-2026-85091 until Wolfi ships the fix by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41353](https://github.com/BerriAI/litellm/pull/41353)
- feat(e2e): reuse exact provider responses for 24 hours by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41346](https://github.com/BerriAI/litellm/pull/41346)
- fix(xai): keep 'instructions' on the xAI Responses API so system messages survive web search by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;38254](https://github.com/BerriAI/litellm/pull/38254)
- feat(ui): configure capability and Fuse v2 classifiers by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41315](https://github.com/BerriAI/litellm/pull/41315)
- fix(anthropic): tolerate message\_delta events without usage when streaming by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41336](https://github.com/BerriAI/litellm/pull/41336)
- test(router): ignore deployment-selection logs in the fallback log assertion by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41358](https://github.com/BerriAI/litellm/pull/41358)
- test(proxy): assert budget resets decrement the cleared spend by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41359](https://github.com/BerriAI/litellm/pull/41359)
- fix(e2e): expect models filters to persist after reload by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41348](https://github.com/BerriAI/litellm/pull/41348)
- fix(e2e): record cookie-setting provider responses and keep prompt-caching tests live by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41366](https://github.com/BerriAI/litellm/pull/41366)
- fix(responses): recount tokens when a streamed response completes without usage by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41337](https://github.com/BerriAI/litellm/pull/41337)
- fix(ui): simplify Capability and Fuse advanced routing options by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;41371](https://github.com/BerriAI/litellm/pull/41371)
- fix(mcp): authorize JWT OAuth credential persistence by [@&#8203;joshua-berri](https://github.com/joshua-berri) in [#&#8203;41314](https://github.com/BerriAI/litellm/pull/41314)
- feat(router): stream shadow traffic and fan out silent\_model to multiple targets by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41368](https://github.com/BerriAI/litellm/pull/41368)
- perf(content\_filter): scan a bounded window per streamed chunk by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41407](https://github.com/BerriAI/litellm/pull/41407)
- fix(proxy): hide model allowlist from client-facing model access denied errors by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41310](https://github.com/BerriAI/litellm/pull/41310)
- feat(http): opt-in outbound HTTP/2 for httpx clients by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41268](https://github.com/BerriAI/litellm/pull/41268)
- refactor(rust): remove gateway, config, router, realtime, and Rust trace-parity instrumentation by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41432](https://github.com/BerriAI/litellm/pull/41432)
- fix(guardrails): don't add post\_call output scan for MCP-only Presidio modes by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40571](https://github.com/BerriAI/litellm/pull/40571)
- chore(prices): sync Azure, Azure AI, Gemini, OpenAI, Bedrock, Together AI, Fireworks and Vertex prices: 278 models, 59 new, 30 deprecated by [@&#8203;berriai-litellm-provider-info-sync](https://github.com/berriai-litellm-provider-info-sync)\[bot] in [#&#8203;41154](https://github.com/BerriAI/litellm/pull/41154)
- fix(rag): forward retrieval\_filter from retrieval\_config to vector store search by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34427](https://github.com/BerriAI/litellm/pull/34427)
- refactor(rust): extract auth and cache crates by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41464](https://github.com/BerriAI/litellm/pull/41464)
- fix(proxy): default litellm\_trace\_id to the OTel server span trace id by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41386](https://github.com/BerriAI/litellm/pull/41386)
- chore(codeowners): add ryan and kerry as owners of the cost map by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41333](https://github.com/BerriAI/litellm/pull/41333)
- fix(responses): guard empty-choices chunks in the Responses API streaming bridge by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;34455](https://github.com/BerriAI/litellm/pull/34455)
- chore(prices): sync Google Gemini prices: 22 models by [@&#8203;berriai-litellm-provider-info-sync](https://github.com/berriai-litellm-provider-info-sync)\[bot] in [#&#8203;41457](https://github.com/BerriAI/litellm/pull/41457)
- fix(bedrock): forward userContext in Knowledge Base Retrieve requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41475](https://github.com/BerriAI/litellm/pull/41475)
- ci(rust): split rust jobs, use nextest and Swatinem/rust-cache by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41480](https://github.com/BerriAI/litellm/pull/41480)
- fix(fireworks\_ai): flatten dict-form reasoning\_effort to its effort string by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41335](https://github.com/BerriAI/litellm/pull/41335)
- fix(proxy): never forward the LiteLLM virtual key to Anthropic on the /anthropic passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41340](https://github.com/BerriAI/litellm/pull/41340)
- fix(proxy): rename AWS Secrets Manager secret when key alias changes by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41468](https://github.com/BerriAI/litellm/pull/41468)
- feat(otel): promote nested request metadata keys to litellm.metadata.\* span attributes by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41462](https://github.com/BerriAI/litellm/pull/41462)
- fix(proxy): sync AWS Secrets Manager on body-less key regenerate and key alias changes by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41458](https://github.com/BerriAI/litellm/pull/41458)
- fix(http\_handler): keep a handler alive while a response it issued is still reading by [@&#8203;max-sixty](https://github.com/max-sixty) in [#&#8203;34829](https://github.com/BerriAI/litellm/pull/34829)
- fix(bedrock): make prompt caching work on the Nova InvokeModel route by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41343](https://github.com/BerriAI/litellm/pull/41343)
- ci(migrations): flag defaulted ADD COLUMN on request-log tables by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41460](https://github.com/BerriAI/litellm/pull/41460)
- feat(prometheus): add customer (end\_user) budget gauges by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41472](https://github.com/BerriAI/litellm/pull/41472)
- fix(otel): drop None metric and event attributes before OTLP export by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;36815](https://github.com/BerriAI/litellm/pull/36815)
- fix(anthropic): carry the served model from message\_start onto stream chunks by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41446](https://github.com/BerriAI/litellm/pull/41446)
- fix(models): rolling registry audit: Gemini latest aliases, Nova cache pricing, OpenRouter/Together sync, Mistral GLM 5.3, Azure snapshots, Grok caching by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41112](https://github.com/BerriAI/litellm/pull/41112)
- fix(router): count TPM/RPM usage before building rate-limit headers by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41474](https://github.com/BerriAI/litellm/pull/41474)
- feat(guardrails): release buffered stream chunks after each passing scan by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41425](https://github.com/BerriAI/litellm/pull/41425)
- fix!: re-check budget on router fallback targets by [@&#8203;runjivu](https://github.com/runjivu) in [#&#8203;41379](https://github.com/BerriAI/litellm/pull/41379)
- refactor(ocr): move file preparation from the python bridge into litellm-core by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41489](https://github.com/BerriAI/litellm/pull/41489)
- feat(s3): add s3\_log\_prompts\_only option to log prompts without responses by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41327](https://github.com/BerriAI/litellm/pull/41327)
- feat(team): team-level model\_max\_budget with key-level overrides by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41330](https://github.com/BerriAI/litellm/pull/41330)
- feat(keys): filter /key/list by active, expired, revoked or deleted status and serve deleted keys from /key/info by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41311](https://github.com/BerriAI/litellm/pull/41311)
- feat(proxy): expose lifetime total\_spend on virtual keys by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41403](https://github.com/BerriAI/litellm/pull/41403)
- fix(proxy): release completed max-parallel slots promptly by [@&#8203;elifozdamar](https://github.com/elifozdamar) in [#&#8203;40843](https://github.com/BerriAI/litellm/pull/40843)
- feat(ui): accept ssh clone urls when registering a skill by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;35418](https://github.com/BerriAI/litellm/pull/35418)
- fix(prices): dedupe Nova cache\_read\_input\_token\_cost keys left by a text merge by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41496](https://github.com/BerriAI/litellm/pull/41496)
- fix(otel): propagate W3C trace context on HTTP and WebSocket passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40669](https://github.com/BerriAI/litellm/pull/40669)
- fix(proxy): remove duplicate user budget hook that 429'd zero-cost models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41345](https://github.com/BerriAI/litellm/pull/41345)
- test(logging): pick this test's own records out of the shared log batch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41487](https://github.com/BerriAI/litellm/pull/41487)
- test(together\_ai): move request-shape checks to the mapped file, drop the live ones by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41360](https://github.com/BerriAI/litellm/pull/41360)
- feat(ui): shared URL-state layer for tables and tabs by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41331](https://github.com/BerriAI/litellm/pull/41331)
- feat(e2e): make the provider cache reusable across builds and mount Bedrock behind it by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41402](https://github.com/BerriAI/litellm/pull/41402)
- fix(mcp): fail closed on missing upstream credentials by [@&#8203;joshua-berri](https://github.com/joshua-berri) in [#&#8203;41364](https://github.com/BerriAI/litellm/pull/41364)
- feat(rust): scaffold Redis cache crate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41501](https://github.com/BerriAI/litellm/pull/41501)
- fix(dashscope): forward reasoning\_effort to the provider by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;37506](https://github.com/BerriAI/litellm/pull/37506)
- fix(proxy): carry litellm\_call\_id through endpoint specific error logs and failure responses by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41356](https://github.com/BerriAI/litellm/pull/41356)
- fix(proxy): retry rate-limit fallbacks from a pristine request snapshot by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40596](https://github.com/BerriAI/litellm/pull/40596)
- fix(gemini): map minimal thinking to low for Gemini 3.7 and 3.8 Flash by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41201](https://github.com/BerriAI/litellm/pull/41201)
- fix(proxy): stop forwarding LiteLLM credential headers on Bedrock agent-runtime passthrough by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41504](https://github.com/BerriAI/litellm/pull/41504)
- fix(streaming): estimate interrupted Anthropic stream usage from reasoning\_content by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41503](https://github.com/BerriAI/litellm/pull/41503)
- fix(azure\_ai): route Responses API to native /openai/v1/responses for Foundry Models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;33856](https://github.com/BerriAI/litellm/pull/33856)
- fix(proxy): show all model groups to proxy admins in /model\_group/info by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41094](https://github.com/BerriAI/litellm/pull/41094)
- feat(proxy): let proxy admins choose which team fields team admins may edit by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;39996](https://github.com/BerriAI/litellm/pull/39996)
- fix(bedrock): neutralize orphaned tool blocks instead of raising or injecting a dummy tool (internal copy of [#&#8203;31400](https://github.com/BerriAI/litellm/issues/31400)) by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41513](https://github.com/BerriAI/litellm/pull/41513)
- feat(ui): persist organizations and projects list, detail tab and key table state in the URL by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41445](https://github.com/BerriAI/litellm/pull/41445)
- fix(bedrock\_mantle): accept and forward verbosity on gpt-5.x chat completions by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41509](https://github.com/BerriAI/litellm/pull/41509)
- test: cover database transactions and persisted accounting by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41073](https://github.com/BerriAI/litellm/pull/41073)
- test: provider wire contracts, streaming and recovery by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41075](https://github.com/BerriAI/litellm/pull/41075)
- fix(mcp): count admin static headers as api\_key credential slots by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41514](https://github.com/BerriAI/litellm/pull/41514)
- ci: auto-merge provider-info-sync PRs when CI, Greptile and Bugbot are clean by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41494](https://github.com/BerriAI/litellm/pull/41494)
- feat(rust): add standalone framing crate by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41500](https://github.com/BerriAI/litellm/pull/41500)
- fix(proxy): enforce tag budgets for tags added by guardrails by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40842](https://github.com/BerriAI/litellm/pull/40842)
- fix(utils): run post-call deployment hook on converted chat streams by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41495](https://github.com/BerriAI/litellm/pull/41495)
- fix(e2e): bind provider-cache recordings to the deployment's test, not the serving process by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41520](https://github.com/BerriAI/litellm/pull/41520)
- test: add extension and browser integration contracts by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41078](https://github.com/BerriAI/litellm/pull/41078)
- fix(logging): scan each log record once and collapse base64 payloads before the secret regex by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40934](https://github.com/BerriAI/litellm/pull/40934)
- fix(spend\_tracking): attribute router-rejected requests to the model group provider by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41507](https://github.com/BerriAI/litellm/pull/41507)
- feat(router): discover token limits for hosted OpenAI-compatible models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41508](https://github.com/BerriAI/litellm/pull/41508)
- feat(proxy): let team admins edit rpm\_limit and max\_budget when enabled by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41525](https://github.com/BerriAI/litellm/pull/41525)
- fix(otel): fit per-index OpenInference messages to the span's remaining attribute budget by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41498](https://github.com/BerriAI/litellm/pull/41498)
- test(aws): verify rotated secret value by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41524](https://github.com/BerriAI/litellm/pull/41524)
- test(e2e): read a deleted key back as deleted, not as a 404 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41551](https://github.com/BerriAI/litellm/pull/41551)
- fix(otel v2): map the caller's Langfuse user, session and tags onto the root and generation spans by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41140](https://github.com/BerriAI/litellm/pull/41140)
- test: fix seven tests left stale by [#&#8203;41311](https://github.com/BerriAI/litellm/issues/41311), [#&#8203;41337](https://github.com/BerriAI/litellm/issues/41337), [#&#8203;39996](https://github.com/BerriAI/litellm/issues/39996), [#&#8203;41310](https://github.com/BerriAI/litellm/issues/41310), [#&#8203;41289](https://github.com/BerriAI/litellm/issues/41289) and [#&#8203;41315](https://github.com/BerriAI/litellm/issues/41315) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41527](https://github.com/BerriAI/litellm/pull/41527)
- test(budgets): cover management null handling by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41563](https://github.com/BerriAI/litellm/pull/41563)
- test(e2e): drop the auto-router select "opens below" spec by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41568](https://github.com/BerriAI/litellm/pull/41568)
- fix(guardrails): stream Prompt Security post\_call redactions in incremental\_diff mode by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41558](https://github.com/BerriAI/litellm/pull/41558)
- fix(guardrails): give post-call scans the scoped request conversation and tools by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41220](https://github.com/BerriAI/litellm/pull/41220)
- feat(openrouter): add stealth/union-alpha to the model cost map by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41576](https://github.com/BerriAI/litellm/pull/41576)
- test(management): cover project authorization lifecycle by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41573](https://github.com/BerriAI/litellm/pull/41573)
- feat(rust): map Anthropic Messages transformations by [@&#8203;yujonglee-berri](https://github.com/yujonglee-berri) in [#&#8203;41531](https://github.com/BerriAI/litellm/pull/41531)
- fix(e2e): clear the three standing errors in the scheduled Buildkite suite by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41616](https://github.com/BerriAI/litellm/pull/41616)
- refactor(rust\_bridge): declarative route catalog and shared runtime selection by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41479](https://github.com/BerriAI/litellm/pull/41479)
- fix(mock\_completion): keep the resolved provider so router custom pricing resolves for azure\_ai deployments by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41623](https://github.com/BerriAI/litellm/pull/41623)
- fix(mcp): restrict health discovery to virtual key grants by [@&#8203;joshua-berri](https://github.com/joshua-berri) in [#&#8203;41609](https://github.com/BerriAI/litellm/pull/41609)
- fix(mcp): preserve request-selected guardrails during tool execution by [@&#8203;joshua-berri](https://github.com/joshua-berri) in [#&#8203;41619](https://github.com/BerriAI/litellm/pull/41619)
- refactor(ocr): mirror Python provider layout and preserve tests by [@&#8203;yujonglee-berri](https://github.com/yujonglee-berri) in [#&#8203;41550](https://github.com/BerriAI/litellm/pull/41550)
- test(fireworks\_ai): stop pinning vision support on minimax-m3 by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41627](https://github.com/BerriAI/litellm/pull/41627)
- perf(spend\_tracking): index LiteLLM\_SpendLogs by (api\_key, startTime) by [@&#8203;etiennechabert](https://github.com/etiennechabert) in [#&#8203;37983](https://github.com/BerriAI/litellm/pull/37983)
- fix(proxy): reject non-string model with 400 and log its spend as unknown-model by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41633](https://github.com/BerriAI/litellm/pull/41633)
- test(together\_ai): stop pinning successor deprecation status by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41635](https://github.com/BerriAI/litellm/pull/41635)
- chore(prices): sync Together AI prices: 6 models, 6 deprecated \[sync failed: Google Gemini] by [@&#8203;berriai-litellm-provider-info-sync](https://github.com/berriai-litellm-provider-info-sync)\[bot] in [#&#8203;41570](https://github.com/BerriAI/litellm/pull/41570)
- fix(budgets): page end-user cache invalidation after a budget reset by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41488](https://github.com/BerriAI/litellm/pull/41488)
- chore: bump litellm-proxy-extras 0.4.98 -> 0.4.99 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41659](https://github.com/BerriAI/litellm/pull/41659)
- fix(tests): resolve the integration support package without run.py's PYTHONPATH by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41373](https://github.com/BerriAI/litellm/pull/41373)
- fix(ui): keep untimed guardrail entries on the request lifecycle by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;41374](https://github.com/BerriAI/litellm/pull/41374)
- fix(anthropic-bridge): convert mid-conversation system turns to user turns on /v1/messages to chat completions by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41493](https://github.com/BerriAI/litellm/pull/41493)
- fix(bedrock): support aws-sdk-bedrock-runtime 0.10/0.11 in Bedrock Realtime by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41542](https://github.com/BerriAI/litellm/pull/41542)
- feat(cli): deprecate the litellm-proxy entrypoint in favour of lite by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41673](https://github.com/BerriAI/litellm/pull/41673)
- fix(scim): align pagination `count` validation with RFC 7644 by [@&#8203;zachbernstein-sdx](https://github.com/zachbernstein-sdx) in [#&#8203;41444](https://github.com/BerriAI/litellm/pull/41444)
- fix(bedrock): never emit Converse cachePoint for OpenAI-family models by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41419](https://github.com/BerriAI/litellm/pull/41419)
- fix(images): stop forwarding the raw image\[] and mask\[] form keys by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;39512](https://github.com/BerriAI/litellm/pull/39512)
- feat(management\_v1): bulk update team member budgets by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41632](https://github.com/BerriAI/litellm/pull/41632)
- refactor(rust): extract provider translations by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41690](https://github.com/BerriAI/litellm/pull/41690)
- feat(cli): rename lite autoroute up/down to start/stop, keeping the old names as deprecated aliases by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41672](https://github.com/BerriAI/litellm/pull/41672)
- fix(responses): keep the addressed response id off bridged provider requests by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41689](https://github.com/BerriAI/litellm/pull/41689)
- fix(license): let a wildcard allowed\_features license grant the auto\_router feature by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41684](https://github.com/BerriAI/litellm/pull/41684)
- fix(ui): list every provider in the cache leakage by-model table by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;40875](https://github.com/BerriAI/litellm/pull/40875)
- fix(team): keep a forked member budget's reset window and audit bulk member budget writes by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;41686](https://github.com/BerriAI/litellm/pull/41686)
- feat(proxy): add TypeSafe AI Jev evaluate passthrough with registry-priced spend tracking by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41607](https://github.com/BerriAI/litellm/pull/41607)
- test(e2e): cover bedrock batch file upload and create in the us-gov-west-1 partition by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41536](https://github.com/BerriAI/litellm/pull/41536)
- feat(grafana): add all-metrics dashboard and fix stale dashboard\_v2 gauges by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41578](https://github.com/BerriAI/litellm/pull/41578)
- fix(cost): price Azure PTU spillover requests at standard token rates by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41569](https://github.com/BerriAI/litellm/pull/41569)
- build(deps): bump soupsieve to 2.9.2 to clear the osv-scan advisories by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41703](https://github.com/BerriAI/litellm/pull/41703)
- fix(fireworks\_ai): restore supports\_vision on minimax-m3 in the cost map by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41699](https://github.com/BerriAI/litellm/pull/41699)
- feat(policy\_engine): explicit priority for policy attachment execution order by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41571](https://github.com/BerriAI/litellm/pull/41571)
- feat(router): add TypeSafe Jev as a complexity router classifier by [@&#8203;devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#&#8203;41615](https://github.com…

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e2e-changed — 6969bd9c Waiting Sep 15, 2026 by yuneng-berri via Run changed e2e tests against the stage-mirror stack #4699
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3 participants