feat(router): add capability classifier as Fuse foundation by tin-berri · Pull Request #41270 · BerriAI/litellm

tin-berri · 2026-09-15T18:31:19Z

Note

Separate copy of #39961 by @tin-berri, refreshed against main. Original commits and authorship are preserved. Fuse V2 follows in #41272, targeting this branch

TLDR

Problem this solves:

Complexity routing cannot consume whole-task solve probabilities
Adaptive selection can undo capable-tier classifier decisions

How it solves it:

Adds capability forecasts, optional calibration, and threshold routing
Preserves capable-tier floors in adaptive selection and affinity

User Flow

Before: the developer cannot configure capability-based routing

They submit a capability configuration to POST http://localhost:4000/auto_router/test_routing
They receive HTTP 422 because that classifier type is unsupported

After: the developer can preview and serve capability-based routing

They submit the same configuration to POST http://localhost:4000/auto_router/test_routing
They receive the chosen model, forecast probabilities, and threshold
They send POST http://localhost:4000/v1/chat/completions with model: auto-capability and receive HTTP 200 with the solver answer

Relevant issues

Original implementation: #39961

Affected release

Linear ticket

Pre-Submission checklist

Meaningful tests from the original implementation are preserved
1,424 backend tests and 241 dashboard configuration tests pass; 135 capability/Codex/encrypted-task cases pass after hardening
Current-tip required CI/CD checks pass
Scope is isolated to capability forecasting and integration
Greptile confidence is 5/5 on the current tip

Screenshots / Proof of Fix

The before checkout omits auto-capability, which its configuration schema does not support. The after checkout adds the alias below. Provider deployments, prompts, and endpoint payloads are the same

Shared setup and commands

Set MOONSHOT_API_KEY in the environment and save this as qa/capability.yaml. Use V2_QA_MASTER_KEY=sk-local-classifiers-qa for these localhost-only instances

model_list:
- model_name: judge
  litellm_params:
    model: moonshot/kimi-k3
    api_base: https://api.moonshot.ai/v1
    api_key: os.environ/MOONSHOT_API_KEY
    extra_body:
      thinking:
        type: disabled
- model_name: efficient
  litellm_params:
    model: moonshot/kimi-k3
    api_base: https://api.moonshot.ai/v1
    api_key: os.environ/MOONSHOT_API_KEY
    extra_body:
      thinking:
        type: disabled
- model_name: capable
  litellm_params:
    model: moonshot/kimi-k3
    api_base: https://api.moonshot.ai/v1
    api_key: os.environ/MOONSHOT_API_KEY
    extra_body:
      thinking:
        type: enabled
- model_name: auto-capability
  litellm_params:
    model: auto_router/complexity_router
    complexity_router_config:
      classifier_type: capability
      classifier_llm_config:
        model: judge
        timeout_ms: 60000
        circuit_breaker_enabled: false
      tiers:
        SIMPLE:
        - efficient
        REASONING:
        - capable
      classification_mode: user_turn
      adaptive: false
      plan_mode_min_tier: null
      route_housekeeping_to_cheapest_tier: false
      stall_escalation_enabled: false
      enable_context_window_escalation: false
      modality_routing: false
      escalation_keywords: []
      keyword_tier_rules: []
      return_raw_model_name: true
      max_tokens_from_tier_model: false
      capability_classifier_config:
        efficient_tier: SIMPLE
        capable_tier: REASONING
        base_threshold: 0.66
        threshold_step: 0.1
        max_output_tokens: 1024
        response_format: json_schema
general_settings:
  master_key: os.environ/V2_QA_MASTER_KEY
litellm_settings:
  turn_off_message_logging: true

Start the proxy from each checkout with PYTHON_DOTENV_DISABLED=1 uv run --no-sync python -m litellm.proxy.proxy_cli --config qa/capability.yaml --host 127.0.0.1 --port PORT. Before uses port 4135; after uses 4136

Save these request payloads in qa/:

capability-preview.json

{"prompt": "Return only the Python expression that adds two to x", "complexity_router_config": {"classifier_type": "capability", "classifier_llm_config": {"model": "judge", "timeout_ms": 60000, "circuit_breaker_enabled": false}, "tiers": {"SIMPLE": ["efficient"], "REASONING": ["capable"]}, "classification_mode": "user_turn", "adaptive": false, "plan_mode_min_tier": null, "route_housekeeping_to_cheapest_tier": false, "stall_escalation_enabled": false, "enable_context_window_escalation": false, "modality_routing": false, "escalation_keywords": [], "keyword_tier_rules": [], "return_raw_model_name": true, "max_tokens_from_tier_model": false, "capability_classifier_config": {"efficient_tier": "SIMPLE", "capable_tier": "REASONING", "base_threshold": 0.66, "threshold_step": 0.1, "max_output_tokens": 1024, "response_format": "json_schema"}}}

capability-chat.json

{"model": "auto-capability", "messages": [{"role": "user", "content": "Return only the Python expression that adds two to x"}], "max_tokens": 128}

capability-responses.json

{"model": "auto-capability", "input": "Return only the Python expression that adds two to x", "max_output_tokens": 128}

capability-messages.json

{"model": "auto-capability", "messages": [{"role": "user", "content": "Return only the Python expression that adds two to x"}], "max_tokens": 128}

Use this curl helper for the steps below:

request() {
  curl -sS --max-time 120 -w '\nHTTP %{http_code}\n' "$1/$2"     -H 'Authorization: Bearer sk-local-classifiers-qa'     -H 'Content-Type: application/json'     -H 'anthropic-version: 2023-06-01' --data-binary "@$3"
}

The after run made paid calls to Moonshot Kimi K3. Solver aliases use thinking disabled/enabled to exercise transport and routing; this run does not measure solver quality. Batches were spaced at least 60 seconds apart for the provider's rate limit

Before (`3ac7975`)

Routing preview

Run request http://127.0.0.1:4135 auto_router/test_routing qa/capability-preview.json
Observed HTTP 422; classifier_type rejected: Input should be 'heuristic', 'heuristic_v2', 'llm', 'custom', 'heuristic_first' or 'hybrid'

Chat Completions

Run request http://127.0.0.1:4135 v1/chat/completions qa/capability-chat.json
Observed HTTP 400; /chat/completions: Invalid model name passed in model=auto-capability. Call /v1/models to view available models for your key.

Responses

Run request http://127.0.0.1:4135 v1/responses qa/capability-responses.json
Observed HTTP 400; /responses: Invalid model name passed in model=auto-capability. Call /v1/models to view available models for your key.

Messages

Run request http://127.0.0.1:4135 v1/messages qa/capability-messages.json
Observed HTTP 400; anthropic_messages: Invalid model name passed in model=auto-capability. Call /v1/models to view available models for your key.

After (`55fc0de`)

Routing preview

Run request http://127.0.0.1:4136 auto_router/test_routing qa/capability-preview.json
Observed HTTP 200; routing decision: {"routed_model": "efficient", "cause": "capability_classifier", "classifier_p_solve": 0.98, "classifier_threshold": 0.66}

Chat Completions

Run request http://127.0.0.1:4136 v1/chat/completions qa/capability-chat.json
Observed HTTP 200; chatcmpl-6aa9985eb83a9dd71440356f returned x + 2 from moonshot/kimi-k3

Responses

Run request http://127.0.0.1:4136 v1/responses qa/capability-responses.json
Observed HTTP 200; resp_5dOeLOtqN03sghXHzTPGNzmGhC1s7JyYqq5ZqhPHFxmxnxZffxMScy1HlZYE0q_doicxjtoNQBsJT_5rRFvqjEAZR8pgJbYA7AJqk39-ZS5NKL3ruZjWpvxx7LVqeMRF4t3qTm_ihOsx2GdkNOS1KN23Jp_3gx8B2E9ugerVyxERTNaEhCR7rDlwAUBRtvmejdxlRXUlDzxNg6uTG3b0kgOf8-qUYKvEMHRvbgmiBshvZqZv6UN2qMFUeJO01fZMSwXVLJEJg4vBv2Y1R6qkpW5BPCANCoCgfBkStpgbHVgbNTDJxcaI6YjbaH20cwmvrRdUbq8eEVS5-nW3KhnqAIY8HXmRQDboqRiIG3F7nN5nYrW0qvtzrBKdv6CdRX2J5s4CoAVoEp000Rkyzb9wIUlJm_cLOsDHERCV1ieCsqvoOwdoy9k= returned x + 2 from moonshot/kimi-k3

Messages

Run request http://127.0.0.1:4136 v1/messages qa/capability-messages.json
Observed HTTP 200; chatcmpl-6aa998ec45deacfb3b1a0171 returned x + 2 from moonshot/kimi-k3

Type

New Feature

Caveats (if any)

Medium

Calibration coefficients must match the judge, solver, and harness
API configuration only; dashboard preserves existing classifier settings
Interactive Codex screenshots unavailable: Terminal automation was blocked

Final Attestation

Current-tip CI, Greptile 5/5, Bugbot, Veria, and live API checks pass
Interactive Codex screenshots could not be captured because Terminal automation was blocked

codspeed · 2026-09-15T18:33:37Z

Merging this PR will not alter performance

✅ 31 untouched benchmarks

_{Comparing litellm_capability_classifier_pr (55fc0de) with main (2e06d19)¹}

No successful run was found on main (d392928) during the generation of this report, so 2e06d19 was used instead as the comparison base. There might be some changes unrelated to this pull request in this report. ↩

codecov · 2026-09-15T18:34:30Z

Codecov Report

❌ Patch coverage is 94.09091% with 13 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
...er_strategy/complexity_router/complexity_router.py	89.77%	9 Missing ⚠️
...itellm/router_strategy/complexity_router/config.py	95.89%	3 Missing ⚠️
...trategy/complexity_router/capability_classifier.py	98.03%	1 Missing ⚠️

📢 Thoughts on this report? Let us know!

tin-berri · 2026-09-15T18:38:49Z

@greptileai Please review the updated capability classifier, including threshold routing, adaptive floors, configuration validation, logging controls, and dashboard preservation.

greptile-apps · 2026-09-15T18:39:42Z

Greptile Summary

Adds capability-based complexity routing as a foundation for Fuse:

Forecasts whole-task solve probability with a structured LLM classifier and optional calibration.
Applies deterministic efficient/capable tier thresholds and fails closed to the capable tier.
Preserves capability-selected floors through adaptive selection and records forecast details in routing logs.
Extends configuration, API/dashboard types, dependency discovery, documentation, and regression coverage.
The latest commit only applies formatting to the previously tested encrypted-task handling.

Confidence Score: 5/5

The PR appears safe to merge; no new actionable issue was introduced since the previous review, and the previous findings are resolved.

The only change since the previous review reformats the encrypted-task opening-task conditional without changing its evaluation or output. Both previous findings are resolved, and no concrete mounted-rule violation remains.

Important Files Changed

Filename	Overview
litellm/router_strategy/complexity_router/complexity_router.py	Integrates capability forecasting, fail-closed routing, adaptive floors, logging, and shared classifier calls; the post-review change is formatting-only.
litellm/router_strategy/complexity_router/capability_classifier.py	Defines the strict forecast contract, packaged capability prompt, verdict parsing, and threshold policy.
litellm/router_strategy/complexity_router/config.py	Adds strict capability, calibration, threshold, prompt-policy, and tier validation.
tests/test_litellm/router_strategy/test_complexity_router.py	Adds coverage for capability classification, calibration, failure behavior, task extraction, and routing integration.
ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts	Preserves capability classifier configuration through dashboard configuration flows.

_{Reviews (6): Last reviewed commit: "style(router): format encrypted task sel..." | Re-trigger Greptile}

codspeed · 2026-09-15T18:40:52Z

Merging this PR will not alter performance

✅ 31 untouched benchmarks

_{Comparing litellm_capability_classifier_pr (914ae9b) with main (41b5d47)}

tin-berri · 2026-09-15T18:43:23Z

@greptileai Unknown capability policy fields now fail validation; the regression test reproduces the previous silent default and passes with the fix.

codspeed · 2026-09-15T18:45:28Z

Merging this PR will not alter performance

✅ 31 untouched benchmarks

_{Comparing litellm_capability_classifier_pr (e62f0d0) with main (2e06d19)}

tin-berri · 2026-09-15T18:53:32Z

bugbot run

tin-berri · 2026-09-15T18:57:07Z

@greptileai Please review 896f35c, including request-scoped Codex task extraction and regressions covering generic callers, custom markers, and preserving original requests.

cursor

Stale Bugbot comment from a previous run.

tin-berri · 2026-09-15T19:06:23Z

@greptileai Please review cadb7ee after the Bugbot fixes for native encrypted task handling and the inherited classifier policy regressions

tin-berri · 2026-09-15T19:06:24Z

bugbot run

cursor

Stale Bugbot comment from a previous run.

tin-berri · 2026-09-15T19:09:37Z

@greptileai Please refresh the review on 55fc0de; this commit only applies the formatter to the tested encrypted-task fix

tin-berri · 2026-09-15T19:09:38Z

bugbot run

cursor

✅ Bugbot reviewed your changes and found no new issues!

Comment @cursor review or bugbot run to trigger another review on this PR

^{Reviewed by Cursor Bugbot for commit 55fc0de. Configure here.}

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

tin-berri added 6 commits September 5, 2026 15:31

feat(router): add Switchyard capability classifier

a6a58b3

feat(router): integrate benchmark calibration and merge staging

82937d9

fix(router): satisfy calibration lint and schema checks

2ac98ab

chore: merge latest staging for benchmark readiness

61ad566

fix(schema): regenerate snapshot with CI Python version

1450ffe

chore: merge main into capability classifier copy

2da9bbf

tin-berri mentioned this pull request Sep 15, 2026

feat(router): add Fuse V2 classifier after capability forecasting #41272

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tin-berri requested review from ryan-crabbe-berri and yuneng-berri as code owners September 15, 2026 18:36

test(ui): use the current deployment affinity label

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Comment thread litellm/router_strategy/complexity_router/config.py Outdated

fix(router): reject unknown capability policy fields

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fix(router): extract capability tasks with request scoped markers

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fix(router): preserve native encrypted capability tasks

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style(router): format encrypted task selection

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tin-berri enabled auto-merge September 15, 2026 19:24

yucheng-berri approved these changes Sep 15, 2026

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tin-berri merged commit d07b2e8 into main Sep 15, 2026
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tin-berri deleted the litellm_capability_classifier_pr branch September 15, 2026 20:04

tin-berri mentioned this pull request Sep 15, 2026

feat(ui): configure capability and Fuse v2 classifiers #41315

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