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test(callbacks): harden flaky proxy callback-leak detector - #28195

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mateo-berri merged 4 commits into
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May 18, 2026
Merged

test(callbacks): harden flaky proxy callback-leak detector#28195
mateo-berri merged 4 commits into
litellm_internal_stagingfrom
litellm_/zen-mccarthy-b302a1

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@yuneng-berri

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What

tests/test_callbacks_on_proxy.py::test_check_num_callbacks_on_lowest_latency (and its sibling test_check_num_callbacks) was flaky in CI — e.g. assert abs(num_callbacks_1 - num_callbacks_2) <= 4 failing as assert 10 <= 4 (85 → 95).

Root cause

These tests assert on a process-global callback count (sum of 7 litellm.* callback lists) read from /active/callbacks, on a proxy that the build_and_test job shares across 4 parallel xdist workers. The 85 → 95 jump is a bounded, one-time registration the test triggers on itself: switching the router to latency-based-routing via /config/update registers the latency-strategy handler and (from the same payload) Slack alerting. Diagnostic sampling showed the count steps once and is then flat at 95 for 2.5 min under full parallel load — not a leak. The old fixed ±4 threshold over a 30s window was flaky purely because the two samples sometimes straddled that self-inflicted step.

Change

Rework both tests into a robust leak detector that keeps the original intent (no unbounded callback growth):

  • Settle past the deliberate /config/update registration before baselining.
  • Sample N times; flag only sustained, monotonic per-type growth (a real leak), not one-time pollution from other workers on the shared proxy.
  • Normalize callback str() (strip instance addresses) so N leaked instances collapse to one rising counter; name the offending type in the failure message.
  • @pytest.mark.flaky(reruns=2) for residual transient tolerance.

No production code changed.

Test plan

build_and_test job, commit 913c722202, 3 independent runs (pipelines 77855 / 77887 / 77892) — all green:

Run test_check_num_callbacks test_check_num_callbacks_on_lowest_latency
77855 ✅ 124.5s ✅ 120.7s
77887 ✅ 126.1s ✅ 120.3s
77892 ✅ 126.6s ✅ 120.6s

Detector logic additionally unit-verified locally against the original failure series (correctly classified as no-leak) and against a synthetic sustained climb (correctly flagged).

Hardened leak detector (sample N, flag sustained monotonic per-type
growth, normalize instance addresses) + a temporary always-fail probe
on test_check_num_callbacks_on_lowest_latency that dumps the per-type
series and raw reprs via the JUnit failure message, to settle real-leak
vs bounded-pollution on CCI. Diagnostic block is clearly marked and
will be reverted before the PR.
CCI diagnostic confirmed the 85->95 jump is a bounded one-time
registration from the test's own switch to latency-based-routing
(+LowestLatencyLoggingHandler, +SlackAlerting), flat at 95 for 2.5 min
under load — not a leak. Final detector: settle past the deliberate
config/update, sample N times, flag only sustained monotonic per-type
growth, normalize instance addresses, name the leaking type on failure.
Removes the temporary always-fail probe.
@greptile-apps

greptile-apps Bot commented May 18, 2026

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Greptile Summary

This PR hardens two previously flaky proxy callback-leak detector tests by replacing a simple abs(n1 - n2) <= 4 assertion with a multi-sample, per-type monotonic-growth detector that tolerates bounded one-time registrations from parallel xdist workers.

  • Introduces _detect_leaks (sustained monotonic growth across ≥ 2 intervals, net ≥ 5) and _terminal_suspects / _detect_leaks_confirmed (an extra confirmation sample for burst-at-end growth), directly addressing the two blind spots noted in prior review threads.
  • Adds @pytest.mark.flaky(reruns=2) and a finally block to ensure routing strategy is restored even when assertions fail.
  • Normalizes callback str() representations to collapse multiple instances of the same type into one rising counter, producing named failure messages instead of opaque counts.

Confidence Score: 5/5

Test-only change; no production code touched. The new leak detector is strictly more precise than the old fixed-delta check and correctly handles the one-time registration step that caused CI flakiness.

The rework is carefully reasoned and well-documented. The _terminal_suspects confirmation path directly closes the burst-at-end blind spot from prior review. The only rough edge is a single hardcoded magic number (30) that should use the SETTLE_SECONDS constant, but this has no functional impact since the values are equal.

No files require special attention beyond the minor constant inconsistency in test_check_num_callbacks_on_lowest_latency.

Important Files Changed

Filename Overview
tests/test_callbacks_on_proxy.py Replaces the fragile fixed-delta assertion with a robust multi-sample monotonic-growth leak detector; adds _terminal_suspects + _detect_leaks_confirmed to handle burst-at-end growth. One minor inconsistency: hardcoded 30 vs SETTLE_SECONDS in test_check_num_callbacks_on_lowest_latency.

Reviews (2): Last reviewed commit: "test(callbacks): address review - drop r..." | Re-trigger Greptile

Comment thread tests/test_callbacks_on_proxy.py
Comment thread tests/test_callbacks_on_proxy.py
@codecov

codecov Bot commented May 18, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

…al-burst blind spot

- test_check_num_callbacks: remove leftover sleep(30) before sleep(SETTLE_SECONDS) (60s -> 30s dead wait).
- Add _terminal_suspects + _detect_leaks_confirmed: when monotonic net growth is confined to the final interval (escapes the >=2-interval guard), take one confirmation sample. A real ongoing leak keeps climbing and is flagged; a one-time terminal registration plateaus and is ignored.
@yuneng-berri

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LGTM

@mateo-berri
mateo-berri merged commit a7f3dbc into litellm_internal_staging May 18, 2026
115 checks passed
@mateo-berri
mateo-berri deleted the litellm_/zen-mccarthy-b302a1 branch May 18, 2026 23:39
blake-hamm added a commit to blake-hamm/bhamm-lab that referenced this pull request Jun 16, 2026
…to v1.89.0 (#200)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [https://github.com/BerriAI/litellm.git](https://github.com/BerriAI/litellm) | minor | `v1.85.1` → `v1.89.0` |

---

> ⚠️ **Warning**
>
> Some dependencies could not be looked up. Check the [Dependency Dashboard](issues/155) for more information.

---

### Release Notes

<details>
<summary>BerriAI/litellm (https://github.com/BerriAI/litellm.git)</summary>

### [`v1.89.0`](https://github.com/BerriAI/litellm/releases/tag/v1.89.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.88.2...v1.89.0)

#### 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:v1.89.0
```

**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/v1.89.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.89.0
```

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

- test(responses): bump deprecated gemini-3-pro-preview to gemini-3.1-pro-preview by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29433](https://github.com/BerriAI/litellm/pull/29433)
- fix: map mistral/ministral-8b-latest in model price map by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29453](https://github.com/BerriAI/litellm/pull/29453)
- fix(datadog): split oversized batches on 413 instead of re-queueing forever by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29444](https://github.com/BerriAI/litellm/pull/29444)
- feat(otel): allowlist team\_metadata sub-keys promoted to baggage by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29442](https://github.com/BerriAI/litellm/pull/29442)
- fix: stop use\_chat\_completions\_api flag from leaking into provider request body by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29447](https://github.com/BerriAI/litellm/pull/29447)
- fix(anthropic, fireworks): inline legacy $ref defs in tool schemas by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28646](https://github.com/BerriAI/litellm/pull/28646)
- fix(proxy): omit OpenAI \[DONE] on google-genai streamGenerateContent by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29426](https://github.com/BerriAI/litellm/pull/29426)
- ci(release): create stable/X.Y.x line branch on X.Y.0 tags by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29457](https://github.com/BerriAI/litellm/pull/29457)
- fix(vector-stores): support engines URL for Vertex AI Search by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;27885](https://github.com/BerriAI/litellm/pull/27885)
- fix(ui): render caller-supplied filter options in caller order by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29462](https://github.com/BerriAI/litellm/pull/29462)
- fix(batches): skip unnecessary batch input file reads by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29114](https://github.com/BerriAI/litellm/pull/29114)
- docs(agents): clarify when to create new test files by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29472](https://github.com/BerriAI/litellm/pull/29472)
- Litellm OSS Staging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29161](https://github.com/BerriAI/litellm/pull/29161)
- fix(mcp): clear allowed\_tools and tool overrides on MCP server edit by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29411](https://github.com/BerriAI/litellm/pull/29411)
- Litellm OSS Staging 010626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29422](https://github.com/BerriAI/litellm/pull/29422)
- fix(ci): make CircleCI rerun-failed-tests collect tests when 2+ test files fail by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29475](https://github.com/BerriAI/litellm/pull/29475)
- feat(a2a): watsonx Orchestrate agent provider by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29410](https://github.com/BerriAI/litellm/pull/29410)
- fix(azure\_ai): strip tool-level extra fields on 400 and retry by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29479](https://github.com/BerriAI/litellm/pull/29479)
- fix(docs): remove fixed dimensions from README hero image by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29496](https://github.com/BerriAI/litellm/pull/29496)
- Litellm oss staging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29492](https://github.com/BerriAI/litellm/pull/29492)
- fix: small CLAUDE.md nits by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29504](https://github.com/BerriAI/litellm/pull/29504)
- Add MCP semantic conventions to otelv2 by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29468](https://github.com/BerriAI/litellm/pull/29468)
- fix(passthrough): emit otel guardrail span when a guardrail blocks by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29470](https://github.com/BerriAI/litellm/pull/29470)
- fix(proxy): strip NUL bytes from spend log payloads to prevent PostgreSQL 22P05 by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29515](https://github.com/BerriAI/litellm/pull/29515)
- \[internal copy of [#&#8203;28008](https://github.com/BerriAI/litellm/issues/28008)] Support MCP OAuth passthrough and issuer-scoped JWT auth by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28356](https://github.com/BerriAI/litellm/pull/28356)
- feat(vector-stores): forward per-request params to Vertex AI Search by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29459](https://github.com/BerriAI/litellm/pull/29459)
- feat(proxy): add per-MCP-server RPM rate limiting for keys and teams by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29482](https://github.com/BerriAI/litellm/pull/29482)
- fix(tests): drop module-level test calls that break local\_testing collection by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29520](https://github.com/BerriAI/litellm/pull/29520)
- feat(agents): add LangFlow agent provider with A2A session bridging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28963](https://github.com/BerriAI/litellm/pull/28963)
- fix(ui/agents): make A2A skill tags enterable and validated by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29512](https://github.com/BerriAI/litellm/pull/29512)
- \[internal copy of [#&#8203;29232](https://github.com/BerriAI/litellm/issues/29232)] feat: route future Claude models to Anthropic provider via pattern matching by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29239](https://github.com/BerriAI/litellm/pull/29239)
- fix(tests): drop import-time completion call in test\_register\_model by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29521](https://github.com/BerriAI/litellm/pull/29521)
- test: stabilize batch VCR coverage and stop live upload/network leaks by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29477](https://github.com/BerriAI/litellm/pull/29477)
- \[internal copy of [#&#8203;29003](https://github.com/BerriAI/litellm/issues/29003)] fix(vertex\_ai): use user-supplied api\_base as is for Model Garden OpenAI-compat path by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29530](https://github.com/BerriAI/litellm/pull/29530)
- feat(proxy): native /health/drain preStop hook for graceful shutdown by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29439](https://github.com/BerriAI/litellm/pull/29439)
- fix(auth): preserve 401 status for expired JWTs in OTel traces by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29510](https://github.com/BerriAI/litellm/pull/29510)
- fix(otel): capture 401 error details in management endpoint spans by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29535](https://github.com/BerriAI/litellm/pull/29535)
- test(proxy/utils): pin bottom-of-file helper behavior by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29509](https://github.com/BerriAI/litellm/pull/29509)
- test(proxy/utils): pin PrismaClient and spend-update behavior by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29488](https://github.com/BerriAI/litellm/pull/29488)
- test(proxy/utils): pin ProxyLogging behavior by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29485](https://github.com/BerriAI/litellm/pull/29485)
- fix: missing span for guardrail passthrough by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29552](https://github.com/BerriAI/litellm/pull/29552)
- fix(auth): let internal users view search tools by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29542](https://github.com/BerriAI/litellm/pull/29542)
- fix: missing mcp otel attributes by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29554](https://github.com/BerriAI/litellm/pull/29554)
- fix(proxy): resolve managed video model ids for auth by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29545](https://github.com/BerriAI/litellm/pull/29545)
- fix(key\_generate): allow team members to create keys on org-scoped teams by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29310](https://github.com/BerriAI/litellm/pull/29310)
- test(pass-through): move Gemini pass-through tests to gemini-3.1-flash-lite by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29595](https://github.com/BerriAI/litellm/pull/29595)
- Litellm oss staging 030626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29578](https://github.com/BerriAI/litellm/pull/29578)
- Fix : a2a bugs 030626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29566](https://github.com/BerriAI/litellm/pull/29566)
- \[internal copy of [#&#8203;29533](https://github.com/BerriAI/litellm/issues/29533)] fix(anthropic/adapter): emit thinking block for reasoning\_content-only streaming chunks by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29600](https://github.com/BerriAI/litellm/pull/29600)
- ci: reproduce default-Windows wheel install to guard MAX\_PATH by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29597](https://github.com/BerriAI/litellm/pull/29597)
- fix(vertex): strip output\_config.effort for Vertex Claude models that reject it (Haiku 4.5) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29585](https://github.com/BerriAI/litellm/pull/29585)
- Litellm websocket improvements by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29563](https://github.com/BerriAI/litellm/pull/29563)
- feat(arize/phoenix): OpenInference rendering parity — tool\_calls, cost, passthrough I/O, session/user, multimodal, cache tokens by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28800](https://github.com/BerriAI/litellm/pull/28800)
- \[internal copy of [#&#8203;29550](https://github.com/BerriAI/litellm/issues/29550)] fix: passthrough endpoints duplicate logs by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29598](https://github.com/BerriAI/litellm/pull/29598)
- fix(ci): keep coverage rename green when a parallel node runs no tests by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29608](https://github.com/BerriAI/litellm/pull/29608)
- test(vcr): close out the remaining VCR live-call leaks by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29603](https://github.com/BerriAI/litellm/pull/29603)
- fix(key\_generate): exempt UI/CLI session tokens from the budget ceiling for team keys by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29612](https://github.com/BerriAI/litellm/pull/29612)
- fix(realtime): allow null transcripts in stream logging payloads by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29625](https://github.com/BerriAI/litellm/pull/29625)
- build(ui): migrate eslint to flat config + bump eslint-config-next to 16 by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29626](https://github.com/BerriAI/litellm/pull/29626)
- fix(key\_generate): scope session-token team-key budget exemption to caller-supplied team\_id by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29641](https://github.com/BerriAI/litellm/pull/29641)
- fix(proxy): disable proxy buffering on streaming SSE responses by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29557](https://github.com/BerriAI/litellm/pull/29557)
- fix(mcp): gate /public/mcp\_hub strictly on litellm.public\_mcp\_servers by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;27764](https://github.com/BerriAI/litellm/pull/27764)
- ci(ui): frontend-lint job enforcing prettier + eslint on changed files by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29633](https://github.com/BerriAI/litellm/pull/29633)
- fix(gemini): googleSearch + server-side tools and googleMaps JSON schema by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29582](https://github.com/BerriAI/litellm/pull/29582)
- fix(proxy): passthrough 404 when SERVER\_ROOT\_PATH is set by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29658](https://github.com/BerriAI/litellm/pull/29658)
- fix(gemini-realtime): use GA event names for Pipecat 1.3.x compatibility by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29662](https://github.com/BerriAI/litellm/pull/29662)
- Litellm oss staging 040626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29671](https://github.com/BerriAI/litellm/pull/29671)
- style(ui): prettier formatting pass over the dashboard by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29622](https://github.com/BerriAI/litellm/pull/29622)
- chore: ignore prettier dashboard reformat in git blame by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29695](https://github.com/BerriAI/litellm/pull/29695)
- fix(helm): Enable Backend Deployment to mount Gateway config.yaml by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29605](https://github.com/BerriAI/litellm/pull/29605)
- \[internal copy of [#&#8203;29277](https://github.com/BerriAI/litellm/issues/29277)] fix(proxy): add default=None to LiteLLM\_TeamMembership.litellm\_budget\_table by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29684](https://github.com/BerriAI/litellm/pull/29684)
- test: make custom\_tokenizer proxy tests hermetic by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29643](https://github.com/BerriAI/litellm/pull/29643)
- test(proxy): stop running real-DB tests in GitHub Actions unit jobs by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29700](https://github.com/BerriAI/litellm/pull/29700)
- chore(ui): remove the bare-fetch lint rule by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29712](https://github.com/BerriAI/litellm/pull/29712)
- Litellm jwt mapping virtualkeys by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;28510](https://github.com/BerriAI/litellm/pull/28510)
- refactor(ui): shared HTTP client + location-pinned fetch() lint rule by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29723](https://github.com/BerriAI/litellm/pull/29723)
- fix(proxy): stop team BYOK model name corruption on model edit by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29731](https://github.com/BerriAI/litellm/pull/29731)
- \[internal copy of [#&#8203;29511](https://github.com/BerriAI/litellm/issues/29511)] feat(guardrails): add sensitive data routing to on-premise models by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29531](https://github.com/BerriAI/litellm/pull/29531)
- fix(proxy/hooks): populate llm\_provider on internal rate-limit errors by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;27707](https://github.com/BerriAI/litellm/pull/27707)
- fix(vertex/anthropic): handle namespace tools and strip client\_metadata for codex compatibility by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29489](https://github.com/BerriAI/litellm/pull/29489)
- Support OAuth M2M for Databricks Apps A2A agents by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29586](https://github.com/BerriAI/litellm/pull/29586)
- fix: small CLAUDE.md nit by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29749](https://github.com/BerriAI/litellm/pull/29749)
- fix(anthropic): route Claude Opus 4.8 through adaptive thinking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29702](https://github.com/BerriAI/litellm/pull/29702)
- fix(proxy): persist oauth2\_flow on MCP server registration by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;29690](https://github.com/BerriAI/litellm/pull/29690)
- \[internal copy of [#&#8203;27491](https://github.com/BerriAI/litellm/issues/27491)] fix(realtime): Fix Realtime Audio Token Cost Tracking by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29722](https://github.com/BerriAI/litellm/pull/29722)
- fix(galileo): use ingest traces API and standard logging payload by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29651](https://github.com/BerriAI/litellm/pull/29651)
- fix(auth): expand all-team-models sentinel in can\_key\_call\_model for batch validation by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29746](https://github.com/BerriAI/litellm/pull/29746)
- test(vcr): stop refreshing cassette TTL on read so cassettes lapse after 24h by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29784](https://github.com/BerriAI/litellm/pull/29784)
- test(ci): record/replay OpenAI image gen so the spend E2E isn't outage-bound by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29787](https://github.com/BerriAI/litellm/pull/29787)
- fix(ui): route MCP playground auth by oauth2 mode instead of token\_url by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29714](https://github.com/BerriAI/litellm/pull/29714)
- refactor(ui): centralize proxy base URL resolution into tested resolver by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29793](https://github.com/BerriAI/litellm/pull/29793)
- Litellm oss staging 050626 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29774](https://github.com/BerriAI/litellm/pull/29774)
- test(google): add google-genai SDK proxy integration tests by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29781](https://github.com/BerriAI/litellm/pull/29781)
- fix(jwt): use resolved DB user\_id for spend on legacy email match by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29217](https://github.com/BerriAI/litellm/pull/29217)
- feat(ui): generate dashboard API types from the proxy OpenAPI spec by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29816](https://github.com/BerriAI/litellm/pull/29816)
- fix(proxy): drop deleted team BYOK model name from team.models by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29820](https://github.com/BerriAI/litellm/pull/29820)
- feat(mcp): per-server env vars with global + per-user scopes by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28917](https://github.com/BerriAI/litellm/pull/28917)
- refactor(ui): route behavior-preserving networking calls through apiClient by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29806](https://github.com/BerriAI/litellm/pull/29806)
- fix(mcp): persist Tools-tab MCP OAuth token to DB by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29809](https://github.com/BerriAI/litellm/pull/29809)
- fix(ui): require new expiration when regenerating an expired key by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;29838](https://github.com/BerriAI/litellm/pull/29838)
- refactor(ui): route query-building networking calls through apiClient by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29815](https://github.com/BerriAI/litellm/pull/29815)
- Make the image-gen record/replay proxy report cache mode and per-request HIT/MISS by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29802](https://github.com/BerriAI/litellm/pull/29802)
- feat(proxy): hot-reload .env in dev when running with --reload by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29783](https://github.com/BerriAI/litellm/pull/29783)
- fix(ui): stop MCP playground tool calls from sending twice by [@&#8203;tin-berri](https://github.com/tin-berri) in [#&#8203;29821](https://github.com/BerriAI/litellm/pull/29821)
- feat(fal\_ai): add Nano Banana / Gemini 2.5 Flash Image generation support by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29798](https://github.com/BerriAI/litellm/pull/29798)
- Title: Fix managed batch cancel credential resolution by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29734](https://github.com/BerriAI/litellm/pull/29734)
- Title: fix(proxy): resolve vector store file list credentials from team deployments by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29739](https://github.com/BerriAI/litellm/pull/29739)
- refactor: convert AWS and GCP Terraform stacks into reusable modules … by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28103](https://github.com/BerriAI/litellm/pull/28103)
- chore(ui): build ui for release by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29853](https://github.com/BerriAI/litellm/pull/29853)
- fix(terraform/gcp): prompt for image\_registry in DeployStack one-click by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29852](https://github.com/BerriAI/litellm/pull/29852)
- fix(terraform/gcp): abandon SQL user on destroy by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29855](https://github.com/BerriAI/litellm/pull/29855)
- Extend the record/replay proxy to chat, embeddings, moderations, rerank, and Anthropic by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29847](https://github.com/BerriAI/litellm/pull/29847)
- chore(deps): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29860](https://github.com/BerriAI/litellm/pull/29860)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29861](https://github.com/BerriAI/litellm/pull/29861)
- fix: 400 on Anthropic context overflow; seed identity on failed auth by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29848](https://github.com/BerriAI/litellm/pull/29848)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29862](https://github.com/BerriAI/litellm/pull/29862)
- chore(release): patch v1.89.0-rc.1 with [#&#8203;30064](https://github.com/BerriAI/litellm/issues/30064) (Claude Fable 5) for v1.89.0-rc.2 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30143](https://github.com/BerriAI/litellm/pull/30143)

**Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.88.0...v1.89.0>

### [`v1.88.2`](https://github.com/BerriAI/litellm/releases/tag/v1.88.2)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.88.1...v1.88.2)

#### 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:v1.88.2
```

**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/v1.88.2/cosign.pub \
  ghcr.io/berriai/litellm:v1.88.2
```

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

- chore(release): backport Fable 5, batch-file auth, CrowdStrike AIDR, Mantle Responses SigV4, and NetApp streaming-cost fix to stable/1.88.x and cut 1.88.2 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;30144](https://github.com/BerriAI/litellm/pull/30144)
- chore(release): backport DB-resilience, passthrough, model-info, budget, and deps fixes to stable/1.88.x by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;30408](https://github.com/BerriAI/litellm/pull/30408)

**Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.88.1...v1.88.2>

### [`v1.88.1`](https://github.com/BerriAI/litellm/releases/tag/v1.88.1)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.88.0...v1.88.1)

#### 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:v1.88.1
```

**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/v1.88.1/cosign.pub \
  ghcr.io/berriai/litellm:v1.88.1
```

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

- build(deps): bump pyjwt to 2.13.0 and ws override to 8.20.1 (1.88.x) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29987](https://github.com/BerriAI/litellm/pull/29987)
- chore(release): bump version to 1.88.1 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29989](https://github.com/BerriAI/litellm/pull/29989)

**Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.88.0...v1.88.1>

### [`v1.88.0`](https://github.com/BerriAI/litellm/releases/tag/v1.88.0)

[Compare Source](https://github.com/BerriAI/litellm/compare/v1.87.3...v1.88.0)

#### 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:v1.88.0
```

**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/v1.88.0/cosign.pub \
  ghcr.io/berriai/litellm:v1.88.0
```

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(proxy): gate team allowed\_passthrough\_routes to proxy admins by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28097](https://github.com/BerriAI/litellm/pull/28097)
- fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28110](https://github.com/BerriAI/litellm/pull/28110)
- fix(bedrock/cohere): send embedding\_types as JSON array, not string by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;28172](https://github.com/BerriAI/litellm/pull/28172)
- fix(tests): migrate realtime + rerank tests off shut-down upstream models by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28191](https://github.com/BerriAI/litellm/pull/28191)
- fix(caching): replay openai/responses bridge cache hits as chat streams by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28158](https://github.com/BerriAI/litellm/pull/28158)
- Litellm oss staging by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28161](https://github.com/BerriAI/litellm/pull/28161)
- feat(prometheus): add user\_email and user\_alias to user budget metrics by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28155](https://github.com/BerriAI/litellm/pull/28155)
- test(callbacks): harden flaky proxy callback-leak detector by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28195](https://github.com/BerriAI/litellm/pull/28195)
- fix(bedrock): sanitize batch metadata to prevent Pydantic ValidationError by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28202](https://github.com/BerriAI/litellm/pull/28202)
- fix(deepseek): use native /anthropic/v1/messages endpoint and sanitize tools by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28200](https://github.com/BerriAI/litellm/pull/28200)
- feat(ui): add Interactions API endpoint to playground with SSE streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28156](https://github.com/BerriAI/litellm/pull/28156)
- fix(proxy): decode bytes and pass-through SSE for Google-native streamGenerateContent ([#&#8203;27444](https://github.com/BerriAI/litellm/issues/27444)) by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28213](https://github.com/BerriAI/litellm/pull/28213)
- refactor(bedrock/sagemaker): switch to lazy loading for response stre… by [@&#8203;harish-berri](https://github.com/harish-berri) in [#&#8203;28189](https://github.com/BerriAI/litellm/pull/28189)
- \[Refactor] UI - Spend Logs: consolidate filter state and extract components by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;25847](https://github.com/BerriAI/litellm/pull/25847)
- fix(tests): replace shut-down gpt-4o-audio-preview with gpt-audio-1.5 by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28281](https://github.com/BerriAI/litellm/pull/28281)
- chore(ci): bump versions by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28287](https://github.com/BerriAI/litellm/pull/28287)
- feat: propagate team\_id and team\_alias to all child OTEL spans by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28273](https://github.com/BerriAI/litellm/pull/28273)
- Day 0 support : Gemini 3.5 Flash by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28268](https://github.com/BerriAI/litellm/pull/28268)
- Gemini managed agents support by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28270](https://github.com/BerriAI/litellm/pull/28270)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28292](https://github.com/BerriAI/litellm/pull/28292)
- feat(gemini): add gemini-3.1-flash-lite model cost map by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28320](https://github.com/BerriAI/litellm/pull/28320)
- fix(spend\_counter): seed Redis counter via SET NX to prevent cross-pod double-seed by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;27854](https://github.com/BerriAI/litellm/pull/27854)
- fix(proxy): normalize batch file IDs before ManagedObjectTable write by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28339](https://github.com/BerriAI/litellm/pull/28339)
- fix(router): use forwarded model\_id for native Azure container IDs by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;27921](https://github.com/BerriAI/litellm/pull/27921)
- fix(ui): restore log filter loading indicator by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28282](https://github.com/BerriAI/litellm/pull/28282)
- test(e2e): migrate runner to uv, add All Proxy Models key test by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28313](https://github.com/BerriAI/litellm/pull/28313)
- feat(ui): team passthrough routes create parity + edit load fix by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28098](https://github.com/BerriAI/litellm/pull/28098)
- fix(mcp): JWT on tools/list and REST tools/call server resolution by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28227](https://github.com/BerriAI/litellm/pull/28227)
- feat(interactions): migrate to Google Interactions API steps schema (May 2026) by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28153](https://github.com/BerriAI/litellm/pull/28153)
- test(ui-e2e): admin key creation with a specific proxy model by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28365](https://github.com/BerriAI/litellm/pull/28365)
- fix(vertex\_ai): omit function\_call id on Vertex Gemini 3.5+ tool turns by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28324](https://github.com/BerriAI/litellm/pull/28324)
- feat(mcp): allow native MCP OAuth support for cursor by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28327](https://github.com/BerriAI/litellm/pull/28327)
- fix(interactions): never drop streamed text deltas; always emit terminal completion by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28394](https://github.com/BerriAI/litellm/pull/28394)
- fix(proxy): expose Prisma idle/connect timeout + extra DB URL params by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28395](https://github.com/BerriAI/litellm/pull/28395)
- Litellm oss staging 1 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28337](https://github.com/BerriAI/litellm/pull/28337)
- fix: serialize guardrail\_response to JSON in OTEL traces by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28362](https://github.com/BerriAI/litellm/pull/28362)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28314](https://github.com/BerriAI/litellm/pull/28314)
- test(realtime): expect session.created as xAI realtime initial event by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28424](https://github.com/BerriAI/litellm/pull/28424)
- feat(tests): behavior-pinning harness + Key Tier-1 matrix by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28321](https://github.com/BerriAI/litellm/pull/28321)
- fix(proxy): hydrate wildcard discovery credentials ([#&#8203;28284](https://github.com/BerriAI/litellm/issues/28284)) - CCI Run by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28419](https://github.com/BerriAI/litellm/pull/28419)
- Litellm oss staging 04 21 2026 2 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;26569](https://github.com/BerriAI/litellm/pull/26569)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28290](https://github.com/BerriAI/litellm/pull/28290)
- fix(vertex\_gemma): strip `context_management` from request body by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28438](https://github.com/BerriAI/litellm/pull/28438)
- fix(logging): recalculate cost after router retry failures by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28476](https://github.com/BerriAI/litellm/pull/28476)
- fix(otel): emit guardrail span on violation, surface status + categories by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28364](https://github.com/BerriAI/litellm/pull/28364)
- test(proxy): behavior-pinning matrix for team management endpoints by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28441](https://github.com/BerriAI/litellm/pull/28441)
- test(vertex\_ai): tolerate transient 500 in google maps grounding test by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28503](https://github.com/BerriAI/litellm/pull/28503)
- fix(docker): restore npm to non\_root builder image by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28519](https://github.com/BerriAI/litellm/pull/28519)
- chore(ci): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28524](https://github.com/BerriAI/litellm/pull/28524)
- build(deps-dev): bump black to 26.3.1 and apply formatting by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28525](https://github.com/BerriAI/litellm/pull/28525)
- chore(deps): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28528](https://github.com/BerriAI/litellm/pull/28528)
- test(e2e): forward LITELLM\_LICENSE to UI e2e proxy by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28398](https://github.com/BerriAI/litellm/pull/28398)
- Add granian as a ASGI compliant web server. Provider better throughput stability, by [@&#8203;harish-berri](https://github.com/harish-berri) in [#&#8203;26027](https://github.com/BerriAI/litellm/pull/26027)
- Fix conflicts and UI by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28477](https://github.com/BerriAI/litellm/pull/28477)
- Add error\_description and hint for oauth flows by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28471](https://github.com/BerriAI/litellm/pull/28471)
- feat(mcp): Add tool call and tool list support via UI for Oauth mcps by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28454](https://github.com/BerriAI/litellm/pull/28454)
- feat(proxy): persist allowlisted OIDC claims in CLI SSO poll by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28463](https://github.com/BerriAI/litellm/pull/28463)
- fix(responses): use OpenAI SSEDecoder for Responses API streaming by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28566](https://github.com/BerriAI/litellm/pull/28566)
- Litellm oss staging 2 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28582](https://github.com/BerriAI/litellm/pull/28582)
- \[internal copy of [#&#8203;28269](https://github.com/BerriAI/litellm/issues/28269)] Codex cli jwt team alias by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28621](https://github.com/BerriAI/litellm/pull/28621)
- fix(check\_licenses): read PEP 639 license-expression metadata by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28529](https://github.com/BerriAI/litellm/pull/28529)
- test(proxy): behavior-pinning matrix for tier-2/3 key + team management endpoints by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28620](https://github.com/BerriAI/litellm/pull/28620)
- chore(test): remove dead old Playwright e2e suite by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28632](https://github.com/BerriAI/litellm/pull/28632)
- fix(sagemaker): send native Cohere embed payload to Cohere SageMaker endpoints by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28613](https://github.com/BerriAI/litellm/pull/28613)
- style: apply black formatting to fix lint CI (LIT-3274) ([#&#8203;28639](https://github.com/BerriAI/litellm/issues/28639)) by [@&#8203;krrish-berri-2](https://github.com/krrish-berri-2) in [#&#8203;28641](https://github.com/BerriAI/litellm/pull/28641)
- fix(bedrock): decouple STS region from Bedrock aws\_region\_name by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28245](https://github.com/BerriAI/litellm/pull/28245)
- test(streaming): tolerate Vertex 429 wrapped in MidStreamFallbackError by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28669](https://github.com/BerriAI/litellm/pull/28669)
- feat(guardrails): add Microsoft Purview DLP guardrail by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;24966](https://github.com/BerriAI/litellm/pull/24966)
- fix(mcp): forward upstream initialize instructions on cold gateway init by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;28231](https://github.com/BerriAI/litellm/pull/28231)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28680](https://github.com/BerriAI/litellm/pull/28680)
- CI: copy of [#&#8203;25177](https://github.com/BerriAI/litellm/issues/25177) (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28223](https://github.com/BerriAI/litellm/pull/28223)
- Encrypt callback\_vars in key/team metadata in DB by [@&#8203;Michael-RZ-Berri](https://github.com/Michael-RZ-Berri) in [#&#8203;27141](https://github.com/BerriAI/litellm/pull/27141)
- perf: reduce per-request and per-chunk overhead across Anthropic streaming hot paths by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28289](https://github.com/BerriAI/litellm/pull/28289)
- feat(azure): add Speech STT config support by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;27482](https://github.com/BerriAI/litellm/pull/27482)
- test(proxy): phase-4 payload behavior pinning for tier-2/3 key + team management endpoints by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28681](https://github.com/BerriAI/litellm/pull/28681)
- feat(prometheus): emit per-token-type detail metrics (LIT-3220) ([#&#8203;28372](https://github.com/BerriAI/litellm/issues/28372)) by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;28378](https://github.com/BerriAI/litellm/pull/28378)
- fix(otel): stamp http.response.status\_code on all error responses by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28405](https://github.com/BerriAI/litellm/pull/28405)
- chore(ui): build ui by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28707](https://github.com/BerriAI/litellm/pull/28707)
- fix(helm): drop main- prefix from default image tag by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28710](https://github.com/BerriAI/litellm/pull/28710)
- test(model\_prices): allow audio\_transcription\_config in schema by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28708](https://github.com/BerriAI/litellm/pull/28708)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28709](https://github.com/BerriAI/litellm/pull/28709)
- fix(team): refresh team cache on team\_model\_add/delete (LIT-3244) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28683](https://github.com/BerriAI/litellm/pull/28683)
- fix(ui/add-model): stop vertex\_ai-anthropic\_models from leaking into Anthropic dropdown by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28723](https://github.com/BerriAI/litellm/pull/28723)
- Fix spend logs v2 route permissions by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28705](https://github.com/BerriAI/litellm/pull/28705)
- fix(proxy): Bedrock Knowledge Base pass-through: preserve SigV4 headers and signed request body by [@&#8203;milan-berri](https://github.com/milan-berri) in [#&#8203;27526](https://github.com/BerriAI/litellm/pull/27526)
- chore(tests): migrate Bedrock CI to AWS account [`9412775`](https://github.com/BerriAI/litellm/commit/941277531214) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28728](https://github.com/BerriAI/litellm/pull/28728)
- fix(otel): export SERVER span on management-endpoint success without http\_request by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28794](https://github.com/BerriAI/litellm/pull/28794)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28801](https://github.com/BerriAI/litellm/pull/28801)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28657](https://github.com/BerriAI/litellm/pull/28657)
- fix(ui): show 2-decimal precision for max\_budget on key overview by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28809](https://github.com/BerriAI/litellm/pull/28809)
- feat(proxy): allow `llm_api_routes` virtual keys to list MCP servers by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28442](https://github.com/BerriAI/litellm/pull/28442)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28807](https://github.com/BerriAI/litellm/pull/28807)
- fix(team): keep team\_alias cache in sync on \_cache\_team\_object writes by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28737](https://github.com/BerriAI/litellm/pull/28737)
- chore(ci): merge dev branch by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28822](https://github.com/BerriAI/litellm/pull/28822)
- ci: daily oss-agent-shin canonical branch by [@&#8203;ishaan-berri](https://github.com/ishaan-berri) in [#&#8203;28829](https://github.com/BerriAI/litellm/pull/28829)
- test(proxy): add harness for proxy\_server.py behavior-pinning by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28827](https://github.com/BerriAI/litellm/pull/28827)
- feat(openai): apply regional-processing cost uplift for EU/US data residency by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28626](https://github.com/BerriAI/litellm/pull/28626)
- chore(admin-ui): regenerate static export with trailingSlash: true by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28112](https://github.com/BerriAI/litellm/pull/28112)
- fix(azure): preserve AD token refresh in v1 OpenAI client path by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28627](https://github.com/BerriAI/litellm/pull/28627)
- fix(ui): route API Reference back to query-param page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28726](https://github.com/BerriAI/litellm/pull/28726)
- fix(model-edit): allow clearing custom pricing on wildcard models by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28719](https://github.com/BerriAI/litellm/pull/28719)
- fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28826](https://github.com/BerriAI/litellm/pull/28826)
- fix(proxy): strip LiteLLM policy tracking from OpenAI batch metadata by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;28425](https://github.com/BerriAI/litellm/pull/28425)
- Litellm OpenAI double prefix bug by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;28661](https://github.com/BerriAI/litellm/pull/28661)
- Litellm oss staging 250526 by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28770](https://github.com/BerriAI/litellm/pull/28770)
- fix(bedrock): align toolUse/toolSpec names and allow hyphens by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28874](https://github.com/BerriAI/litellm/pull/28874)
- fix(realtime): send TEXT frames and valid guardrail session.update by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28848](https://github.com/BerriAI/litellm/pull/28848)
- fix(mcp): extend key access-group union to MCP servers by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28890](https://github.com/BerriAI/litellm/pull/28890)
- fix(galileo): support hosted v2 spans API and string output extraction by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28771](https://github.com/BerriAI/litellm/pull/28771)
- fix(proxy): exclude proxy\_server\_request from its own body snapshot by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28618](https://github.com/BerriAI/litellm/pull/28618)
- \[Feat] Add tool calling support for gemini and vertex ai live api by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;26590](https://github.com/BerriAI/litellm/pull/26590)
- refactor(ui): remove dead App Router scaffolding in (dashboard)/\* by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28891](https://github.com/BerriAI/litellm/pull/28891)
- fix(docker): use system Node in componentized builders + retry apk add by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28888](https://github.com/BerriAI/litellm/pull/28888)
- docs(agents): require consent before writing new third-party names by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;28908](https://github.com/BerriAI/litellm/pull/28908)
- refactor(ui): extract auth state into AuthContext by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28910](https://github.com/BerriAI/litellm/pull/28910)
- fix(mcp): resolve team.access\_group\_ids → MCP servers by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28997](https://github.com/BerriAI/litellm/pull/28997)
- test(ui): e2e cover team model edit + admin identity in navbar by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;28652](https://github.com/BerriAI/litellm/pull/28652)
- test(e2e): cover add-fallback flow in Router Settings by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29069](https://github.com/BerriAI/litellm/pull/29069)
- test(e2e): cover Team-BYOK add-model flow as proxy admin by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29068](https://github.com/BerriAI/litellm/pull/29068)
- fix(containers): record ownership for service-account keys + fix Prisma Json serialization by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28990](https://github.com/BerriAI/litellm/pull/28990)
- test(e2e): cover add-MCP-server flow via discovery → custom form by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29070](https://github.com/BerriAI/litellm/pull/29070)
- test(e2e): cover AI Hub make-public flow and public model\_hub\_table by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29071](https://github.com/BerriAI/litellm/pull/29071)
- \[internal copy of [#&#8203;28877](https://github.com/BerriAI/litellm/issues/28877)] feat: add support for claude code goal mode for bedrock opus output config by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;28898](https://github.com/BerriAI/litellm/pull/28898)
- feat(guardrails): wire apply\_guardrail into proxy logging callbacks by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28970](https://github.com/BerriAI/litellm/pull/28970)
- chore(ci): merge dev brach by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29192](https://github.com/BerriAI/litellm/pull/29192)
- perf(streaming): cut per-chunk overhead \~30% on Anthropic + Bedrock hot path by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28720](https://github.com/BerriAI/litellm/pull/28720)
- fix(proxy): enforce tag budgets for key-level tags by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29108](https://github.com/BerriAI/litellm/pull/29108)
- fix(vertex-ai): use DB credentials in video handlers + implement Veo video edit by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29098](https://github.com/BerriAI/litellm/pull/29098)
- fix(datadog): drain cost-management queue + opt-in FinOps tag allowlist by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28487](https://github.com/BerriAI/litellm/pull/28487)
- feat(helm): split per-component ServiceAccounts for gateway, backend, and UI by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28712](https://github.com/BerriAI/litellm/pull/28712)
- chore(ci): bump deps ([#&#8203;29208](https://github.com/BerriAI/litellm/issues/29208)) by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29226](https://github.com/BerriAI/litellm/pull/29226)
- fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29229](https://github.com/BerriAI/litellm/pull/29229)
- chore(cookbook): bump Go directive to 1.26.3 in gollem example by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29234](https://github.com/BerriAI/litellm/pull/29234)
- chore(ci): bump version by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29242](https://github.com/BerriAI/litellm/pull/29242)
- feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29238](https://github.com/BerriAI/litellm/pull/29238)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29243](https://github.com/BerriAI/litellm/pull/29243)
- fix(ci): restore real Bedrock batch S3 bucket/role in oai\_misc\_config by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29245](https://github.com/BerriAI/litellm/pull/29245)
- fix(guardrails): persist disable\_global\_guardrails on keys by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29233](https://github.com/BerriAI/litellm/pull/29233)
- test(e2e): cover Team Admin view + member + key flows by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29072](https://github.com/BerriAI/litellm/pull/29072)
- docs: hand-written CLAUDE.md; remove AGENTS.md, point GEMINI.md at it by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29252](https://github.com/BerriAI/litellm/pull/29252)
- fix(teams): expose keys\_count on /v2/team/list and wire UI Resources badge by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28502](https://github.com/BerriAI/litellm/pull/28502)
- fix(anthropic): stop injecting unsupported output\_config.effort=xhigh for Claude Code on Sonnet/Opus 4.6 by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29304](https://github.com/BerriAI/litellm/pull/29304)
- test(e2e): cover Internal Viewer nav, key, and team-info gating by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29075](https://github.com/BerriAI/litellm/pull/29075)
- test(e2e): cover Internal User key modal, team info, key page by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29074](https://github.com/BerriAI/litellm/pull/29074)
- test(e2e): cover navbar Logout flow as proxy admin by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29076](https://github.com/BerriAI/litellm/pull/29076)
- fix(mcp): resolve key.access\_group\_ids → MCP servers (ungated) by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29195](https://github.com/BerriAI/litellm/pull/29195)
- fix(router): enforce deployment budgets for dynamically added models by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29273](https://github.com/BerriAI/litellm/pull/29273)
- fix(proxy): map stripped batch body.model to proxy alias for auth by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29264](https://github.com/BerriAI/litellm/pull/29264)
- feat(mcp): support stateless and stateful clients via session-id routing by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;26857](https://github.com/BerriAI/litellm/pull/26857)
- fix(bedrock): support tool search results + chat annotations by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29120](https://github.com/BerriAI/litellm/pull/29120)
- fix(mcp): ignore stale ids on key save by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29128](https://github.com/BerriAI/litellm/pull/29128)
- feat(a2a): well-known agent-card discovery + LangGraph Platform mode by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28860](https://github.com/BerriAI/litellm/pull/28860)
- fix(proxy): link passthrough success spans to the SERVER root OTEL span by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29315](https://github.com/BerriAI/litellm/pull/29315)
- \[internal copy of [#&#8203;29089](https://github.com/BerriAI/litellm/issues/29089)] fix: duplicate claude code traces by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29311](https://github.com/BerriAI/litellm/pull/29311)
- feat(otel): typed semconv-aligned OpenTelemetry instrumentation by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;28909](https://github.com/BerriAI/litellm/pull/28909)
- tests(proxy\_server): surface current behavior in tests by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29309](https://github.com/BerriAI/litellm/pull/29309)
- test(e2e): cover Internal User create-key flow when in no teams by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29083](https://github.com/BerriAI/litellm/pull/29083)
- test(e2e): assert internal-user navbar identity is scoped to that user by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29077](https://github.com/BerriAI/litellm/pull/29077)
- feat(otel): add team\_metadata, http.route, and model names to inference spans by [@&#8203;yassin-berriai](https://github.com/yassin-berriai) in [#&#8203;29319](https://github.com/BerriAI/litellm/pull/29319)
- feat(context\_management): compact\_20260112 polyfill for non-Anthropic providers by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;28868](https://github.com/BerriAI/litellm/pull/28868)
- feat(enterprise): add RESEND\_FROM\_EMAIL for self-hosted Resend sends by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;28830](https://github.com/BerriAI/litellm/pull/28830)
- Revert Bedrock CI back to the reactivated AWS account ([`8886022`](https://github.com/BerriAI/litellm/commit/888602223428)) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29326](https://github.com/BerriAI/litellm/pull/29326)
- fix(mcp): preserve source\_url in GET /v1/mcp/server list responses by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29249](https://github.com/BerriAI/litellm/pull/29249)
- fix(mcp): preserve omitted fields on PUT /v1/mcp/server partial updates by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29253](https://github.com/BerriAI/litellm/pull/29253)
- fix(ci): make litellm\_internal\_staging green (logging test + Bedrock Opus 4.7 self-heal) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29344](https://github.com/BerriAI/litellm/pull/29344)
- refactor(proxy/auth): normalize Bearer prefix in safe-hash helper by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29343](https://github.com/BerriAI/litellm/pull/29343)
- test(reasoning-effort-grid): cover Claude Opus 4.8 across provider routes by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29327](https://github.com/BerriAI/litellm/pull/29327)
- fix(guardrails): return HTTP 400 for litellm content filter blocks by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;28418](https://github.com/BerriAI/litellm/pull/28418)
- fix(proxy): restrict vector store index create/delete to proxy admins by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29202](https://github.com/BerriAI/litellm/pull/29202)
- feat(pass\_through): extend passthrough\_managed\_object\_ids to Azure by [@&#8203;Sameerlite](https://github.com/Sameerlite) in [#&#8203;29160](https://github.com/BerriAI/litellm/pull/29160)
- fix(proxy): enforce allowed\_passthrough\_routes for auth=true pass-thr… by [@&#8203;shivamrawat1](https://github.com/shivamrawat1) in [#&#8203;29256](https://github.com/BerriAI/litellm/pull/29256)
- feat(mcp/auth): additive key access-group grants + opt-in member assignment by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29313](https://github.com/BerriAI/litellm/pull/29313)
- fix(reset\_budget): write only {spend, budget\_reset\_at} and stop pre-zeroing counter by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29358](https://github.com/BerriAI/litellm/pull/29358)
- test(e2e): cover PROXY\_LOGOUT\_URL redirect on Logout by [@&#8203;ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#&#8203;29080](https://github.com/BerriAI/litellm/pull/29080)
- fix(ui): break logout redirect loop across dev and proxy origins by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29360](https://github.com/BerriAI/litellm/pull/29360)
- fix(openai-moderation): wire streaming flags through to unified dispatcher by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;27324](https://github.com/BerriAI/litellm/pull/27324)
- chore(ci): build ui by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29366](https://github.com/BerriAI/litellm/pull/29366)
- fix(v3 limiter): cap no-max\_tokens TPM floor at smallest configured limit by [@&#8203;michelligabriele](https://github.com/michelligabriele) in [#&#8203;28805](https://github.com/BerriAI/litellm/pull/28805)
- fix(e2e): tolerate trailing slash in SERVER\_ROOT\_PATH login redirect by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29369](https://github.com/BerriAI/litellm/pull/29369)
- chore(deps): bump deps by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29373](https://github.com/BerriAI/litellm/pull/29373)
- chore(ci): promote internal staging to main by [@&#8203;yuneng-berri](https://github.com/yuneng-berri) in [#&#8203;29372](https://github.com/BerriAI/litellm/pull/29372)
- chore(release): patch v1.88.0-rc.1 with four staged fixes by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29632](https://github.com/BerriAI/litellm/pull/29632)
- chore(release): patch v1.88.0-rc.1 with [#&#8203;29612](https://github.com/BerriAI/litellm/issues/29612) (session-token budget-ceiling exemption) by [@&#8203;mateo-berri](https://github.com/mateo-berri) in [#&#8203;29637](https://github.com/BerriAI/litellm/pull/29637)
- fix(key\_generate): harden GHSA-q775 …
fzowl pushed a commit to fzowl/litellm that referenced this pull request Jun 24, 2026
…8195)

* test(callbacks): TEMP diagnostic probe for callback-leak flake

Hardened leak detector (sample N, flag sustained monotonic per-type
growth, normalize instance addresses) + a temporary always-fail probe
on test_check_num_callbacks_on_lowest_latency that dumps the per-type
series and raw reprs via the JUnit failure message, to settle real-leak
vs bounded-pollution on CCI. Diagnostic block is clearly marked and
will be reverted before the PR.

* test(callbacks): harden proxy callback-leak detector, drop diagnostic

CCI diagnostic confirmed the 85->95 jump is a bounded one-time
registration from the test's own switch to latency-based-routing
(+LowestLatencyLoggingHandler, +SlackAlerting), flat at 95 for 2.5 min
under load — not a leak. Final detector: settle past the deliberate
config/update, sample N times, flag only sustained monotonic per-type
growth, normalize instance addresses, name the leaking type on failure.
Removes the temporary always-fail probe.

* test(callbacks): address review - drop redundant settle, close terminal-burst blind spot

- test_check_num_callbacks: remove leftover sleep(30) before sleep(SETTLE_SECONDS) (60s -> 30s dead wait).
- Add _terminal_suspects + _detect_leaks_confirmed: when monotonic net growth is confined to the final interval (escapes the >=2-interval guard), take one confirmation sample. A real ongoing leak keeps climbing and is flagged; a one-time terminal registration plateaus and is ignored.
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3 participants