diff --git a/cookbook/misc/RELEASE_NOTES_GENERATION_INSTRUCTIONS.md b/cookbook/misc/RELEASE_NOTES_GENERATION_INSTRUCTIONS.md
index ab2cf33445..ef7b146fe0 100644
--- a/cookbook/misc/RELEASE_NOTES_GENERATION_INSTRUCTIONS.md
+++ b/cookbook/misc/RELEASE_NOTES_GENERATION_INSTRUCTIONS.md
@@ -9,6 +9,15 @@ This document provides comprehensive instructions for AI agents to generate rele
3. **Previous Version Commit Hash** - To compare model pricing changes
4. **Reference Release Notes** - Use recent stable releases (v1.76.3-stable, v1.77.2-stable) as templates for consistent formatting
+### Resolving Staging PRs
+
+The GitHub release page (e.g. `https://github.com/BerriAI/litellm/releases/tag/v1.83.3-stable`) does **not** list the real changelog directly. The "What's Changed" section contains **staging PRs** that each bundle many individual commits/PRs. For example:
+
+- `Litellm oss staging 03 14 2026 by @RheagalFire in #23686`
+- `Litellm ryan march 16 by @ryan-crabbe in #23822`
+
+To get the real changelog, you MUST click into each staging PR (e.g. `#23686`, `#23822`), open its **Commits** tab, and extract every underlying commit/PR (look for the `(#NNNNN)` suffix on commit titles). Those underlying PRs — not the staging PRs — are what get categorized in the release notes. Never treat a staging PR title as a single changelog entry.
+
## Step-by-Step Process
### 1. Initial Setup and Analysis
diff --git a/docs/my-website/release_notes/v1.83.3/index.md b/docs/my-website/release_notes/v1.83.3/index.md
index bfa66b8fcc..1eced9239c 100644
--- a/docs/my-website/release_notes/v1.83.3/index.md
+++ b/docs/my-website/release_notes/v1.83.3/index.md
@@ -1,6 +1,6 @@
---
-title: "[Preview] v1.83.3.rc.1 - Introducing MCP Skills Marketplace"
-slug: "v1-83-3-rc-1"
+title: "v1.83.3-stable - Introducing MCP Skills Marketplace"
+slug: "v1-83-3-stable"
date: 2026-04-04T00:00:00
authors:
- name: Krrish Dholakia
@@ -38,14 +38,14 @@ import TabItem from '@theme/TabItem';
docker run \
-e STORE_MODEL_IN_DB=True \
-p 4000:4000 \
-docker.litellm.ai/berriai/litellm:main-v1.83.3.rc.1
+docker.litellm.ai/berriai/litellm:main-v1.83.3-stable
```
```bash
-pip install litellm==1.83.3rc1
+pip install litellm==1.83.3.post1
```
@@ -233,4 +233,4 @@ MCP Toolsets let AI platform admins create curated subsets of tools from one or
* @vanhtuan0409 made their first contribution in https://github.com/BerriAI/litellm/pull/24078
* @clfhhc made their first contribution in https://github.com/BerriAI/litellm/pull/24932
-**Full Changelog**: https://github.com/BerriAI/litellm/compare/v1.83.0-nightly...v1.83.3.rc.1
+**Full Changelog**: https://github.com/BerriAI/litellm/compare/v1.83.0-nightly...v1.83.3-stable
diff --git a/docs/my-website/release_notes/v1.83.7.rc.1/index.md b/docs/my-website/release_notes/v1.83.7.rc.1/index.md
new file mode 100644
index 0000000000..811b129d22
--- /dev/null
+++ b/docs/my-website/release_notes/v1.83.7.rc.1/index.md
@@ -0,0 +1,210 @@
+---
+title: "[Preview] v1.83.7.rc.1 - Per-User MCP OAuth, Team Spend Logs RBAC"
+slug: "v1-83-7-rc-1"
+date: 2026-04-12T00:00:00
+authors:
+ - name: Krrish Dholakia
+ title: CEO, LiteLLM
+ url: https://www.linkedin.com/in/krish-d/
+ image_url: https://pbs.twimg.com/profile_images/1298587542745358340/DZv3Oj-h_400x400.jpg
+ - name: Ishaan Jaff
+ title: CTO, LiteLLM
+ url: https://www.linkedin.com/in/reffajnaahsi/
+ image_url: https://pbs.twimg.com/profile_images/1613813310264340481/lz54oEiB_400x400.jpg
+ - name: Ryan Crabbe
+ title: Full Stack Engineer, LiteLLM
+ url: https://www.linkedin.com/in/ryan-crabbe-0b9687214
+ image_url: https://media.licdn.com/dms/image/v2/D5603AQHt1t9Z4BJ6Gw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1724453682340?e=1772064000&v=beta&t=VXdmr13rsNB05wyA2F1TENOB5UuDHUZ0FCHTolNyR5M
+ - name: Yuneng Jiang
+ title: Senior Full Stack Engineer, LiteLLM
+ url: https://www.linkedin.com/in/yuneng-david-jiang-455676139/
+ image_url: https://avatars.githubusercontent.com/u/171294688?v=4
+ - name: Shivam Rawat
+ title: Forward Deployed Engineer, LiteLLM
+ url: https://linkedin.com/in/shivam-rawat-482937318
+ image_url: https://github.com/shivamrawat1.png
+hide_table_of_contents: false
+---
+
+## Deploy this version
+
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+
+
+
+```bash
+docker run \
+-e STORE_MODEL_IN_DB=True \
+-p 4000:4000 \
+docker.litellm.ai/berriai/litellm:main-v1.83.7.rc.1
+```
+
+
+
+
+```bash
+pip install litellm==1.83.7rc1
+```
+
+
+
+
+:::warning
+
+**Breaking change — Prometheus latency histogram buckets reduced.** The default `LATENCY_BUCKETS` set has been reduced from 35 to 18 boundaries to lower Prometheus cardinality. Dashboards and PromQL queries that reference specific `le=` bucket values may stop matching. Review your alerts/dashboards before upgrading and use `LATENCY_BUCKETS` env override to restore the previous boundaries if needed — [PR #25527](https://github.com/BerriAI/litellm/pull/25527).
+
+:::
+
+## Key Highlights
+
+- **Per-User MCP OAuth Tokens** — [Each end-user can now hold their own OAuth tokens for interactive MCP server flows, isolating credentials across users](../../docs/mcp)
+- **Team Spend Logs RBAC** — Teams with the `/spend/logs` permission can view team-wide spend logs from the UI and API
+- **Bulk Team Permissions API** — New `POST /team/permissions_bulk_update` endpoint for updating member permissions across many teams in one call
+- **Azure Container Routing** — Container routing, managed container IDs, and delete-response parsing for Azure Responses API containers
+- **UI E2E Test Suite** — Playwright-based end-to-end tests for proxy admin, team, and key management flows now run in CI
+
+---
+
+## New Models / Updated Models
+
+#### New Model Support (14 new models)
+
+| Provider | Model | Context Window | Input ($/1M tokens) | Output ($/1M tokens) | Features |
+| -------- | ----- | -------------- | ------------------- | -------------------- | -------- |
+| AWS Bedrock (GovCloud) | `bedrock/us-gov-east-1/anthropic.claude-sonnet-4-5-20250929-v1:0` | 200K | $3.30 | $16.50 | Chat, vision, tool use, prompt caching, reasoning |
+| AWS Bedrock (GovCloud) | `bedrock/us-gov-west-1/anthropic.claude-sonnet-4-5-20250929-v1:0` | 200K | $3.30 | $16.50 | Chat, vision, tool use, prompt caching, reasoning |
+| AWS Bedrock (GovCloud) | `us-gov.anthropic.claude-sonnet-4-5-20250929-v1:0` | 200K | $3.30 | $16.50 | Bedrock Converse, with above-200K tier pricing |
+| Baseten | `baseten/MiniMaxAI/MiniMax-M2.5` | - | $0.30 | $1.20 | Chat |
+| Baseten | `baseten/nvidia/Nemotron-120B-A12B` | - | $0.30 | $0.75 | Chat |
+| Baseten | `baseten/zai-org/GLM-5` | - | $0.95 | $3.15 | Chat |
+| Baseten | `baseten/zai-org/GLM-4.7` | - | $0.60 | $2.20 | Chat |
+| Baseten | `baseten/zai-org/GLM-4.6` | - | $0.60 | $2.20 | Chat |
+| Baseten | `baseten/moonshotai/Kimi-K2.5` | - | $0.60 | $3.00 | Chat |
+| Baseten | `baseten/moonshotai/Kimi-K2-Thinking` | - | $0.60 | $2.50 | Chat |
+| Baseten | `baseten/moonshotai/Kimi-K2-Instruct-0905` | - | $0.60 | $2.50 | Chat |
+| Baseten | `baseten/openai/gpt-oss-120b` | - | $0.10 | $0.50 | Chat |
+| Baseten | `baseten/deepseek-ai/DeepSeek-V3.1` | - | $0.50 | $1.50 | Chat |
+| Baseten | `baseten/deepseek-ai/DeepSeek-V3-0324` | - | $0.77 | $0.77 | Chat |
+
+#### Features
+
+- **[AWS Bedrock](../../docs/providers/bedrock)**
+ - Update GovCloud Claude Sonnet 4.5 pricing, raise `max_tokens` to 8192, and add prompt-caching costs
+ - Skip dummy `user` continue message when assistant prefix prefill is set - [PR #25419](https://github.com/BerriAI/litellm/pull/25419)
+ - Avoid double-counting cache tokens in Anthropic Messages streaming usage - [PR #25517](https://github.com/BerriAI/litellm/pull/25517)
+- **[Anthropic](../../docs/providers/anthropic)**
+ - Support `advisor_20260301` tool type - [PR #25525](https://github.com/BerriAI/litellm/pull/25525)
+- **[Google Gemini / Vertex AI](../../docs/providers/gemini)**
+ - Mark applicable Gemini 2.5/3 models with `supports_service_tier`
+
+### Bug Fixes
+
+- **[AWS Bedrock](../../docs/providers/bedrock)**
+ - Pass-through fix for Bedrock JSON body and multipart uploads - [PR #25464](https://github.com/BerriAI/litellm/pull/25464)
+- **[OpenAI](../../docs/providers/openai)**
+ - Mock headers in `test_completion_fine_tuned_model` to stabilize tests - [PR #25444](https://github.com/BerriAI/litellm/pull/25444)
+
+## LLM API Endpoints
+
+#### Features
+
+- **[Responses API](../../docs/response_api)**
+ - Containers: Azure routing, managed container IDs, and delete-response parsing - [PR #25287](https://github.com/BerriAI/litellm/pull/25287)
+ - WebSocket: append `?model=` to backend WebSocket URL so model selection routes correctly - [PR #25437](https://github.com/BerriAI/litellm/pull/25437)
+- **[OpenAI / Files API](../../docs/providers/openai)**
+ - Add file content streaming support for OpenAI and related utilities - [PR #25450](https://github.com/BerriAI/litellm/pull/25450)
+- **[A2A](../../docs/mcp)**
+ - Default 60-second timeout when creating an A2A client - [PR #25514](https://github.com/BerriAI/litellm/pull/25514)
+
+#### Bugs
+
+- **[Responses API](../../docs/response_api)**
+ - Map refusal `stop_reason` to `incomplete` status in streaming - [PR #25498](https://github.com/BerriAI/litellm/pull/25498)
+ - Fix duplicate keyword argument error in Responses WebSocket path - [PR #25513](https://github.com/BerriAI/litellm/pull/25513)
+- **General**
+ - Ensure spend/cost logging runs when `stream=True` for web-search interception - [PR #25424](https://github.com/BerriAI/litellm/pull/25424)
+
+## Management Endpoints / UI
+
+#### Features
+
+- **Teams + Organizations**
+ - New `POST /team/permissions_bulk_update` endpoint for bulk permission updates across teams - [PR #25239](https://github.com/BerriAI/litellm/pull/25239)
+ - Team member permission `/spend/logs` to view team-wide spend logs (UI + RBAC) - [PR #25458](https://github.com/BerriAI/litellm/pull/25458)
+ - Align org and team endpoint permission checks - [PR #25554](https://github.com/BerriAI/litellm/pull/25554)
+- **Virtual Keys**
+ - Align `/v2/key/info` response handling with v1 - [PR #25313](https://github.com/BerriAI/litellm/pull/25313)
+- **Authentication / Routing**
+ - Consolidate route auth for UI and API tokens - [PR #25473](https://github.com/BerriAI/litellm/pull/25473)
+ - Use parameterized query for `combined_view` token lookup - [PR #25467](https://github.com/BerriAI/litellm/pull/25467)
+- **Provider Credentials**
+ - Per-team / per-project credential overrides via `model_config` metadata - [PR #24438](https://github.com/BerriAI/litellm/pull/24438)
+- **UI**
+ - Improve browser storage handling and Dockerfile consistency - [PR #25384](https://github.com/BerriAI/litellm/pull/25384)
+ - Align v1 guardrail and agent list responses with v2 field handling - [PR #25478](https://github.com/BerriAI/litellm/pull/25478)
+ - Flush Tremor Tooltip timers in `user_edit_view` tests - [PR #25480](https://github.com/BerriAI/litellm/pull/25480)
+
+#### Bugs
+
+- Improve input validation on management endpoints - [PR #25445](https://github.com/BerriAI/litellm/pull/25445)
+- Harden file path resolution in skill archive extraction - [PR #25475](https://github.com/BerriAI/litellm/pull/25475)
+
+## AI Integrations
+
+### Logging
+
+- **[Langfuse](../../docs/proxy/logging#langfuse)**
+ - Preserve proxy key-auth metadata on `/v1/messages` Langfuse traces - [PR #25448](https://github.com/BerriAI/litellm/pull/25448)
+- **[Prometheus](../../docs/proxy/logging#prometheus)**
+ - Reduce default `LATENCY_BUCKETS` from 35 → 18 boundaries (see breaking-change note above) - [PR #25527](https://github.com/BerriAI/litellm/pull/25527)
+- **General**
+ - S3 logging: retry with exponential backoff for transient 503/500 errors - [PR #25530](https://github.com/BerriAI/litellm/pull/25530)
+
+### Guardrails
+
+- Optional skip system message in unified guardrail inputs - [PR #25481](https://github.com/BerriAI/litellm/pull/25481)
+- Inline IAM: apply guardrail support - [PR #25241](https://github.com/BerriAI/litellm/pull/25241)
+- Preserve `dict` `HTTPException.detail` and Bedrock context in guardrail errors - [PR #25558](https://github.com/BerriAI/litellm/pull/25558)
+
+## Spend Tracking, Budgets and Rate Limiting
+
+- Session-TZ-independent date filtering for spend / error log queries - [PR #25542](https://github.com/BerriAI/litellm/pull/25542)
+
+## MCP Gateway
+
+- **Per-user OAuth token storage for interactive MCP flows** - [PR #25441](https://github.com/BerriAI/litellm/pull/25441)
+- Block arbitrary command execution via MCP `stdio` transport - [PR #25343](https://github.com/BerriAI/litellm/pull/25343)
+- Document missing MCP per-user token environment variables in `config_settings` - [PR #25471](https://github.com/BerriAI/litellm/pull/25471)
+
+## Performance / Loadbalancing / Reliability improvements
+
+- Reduce Prometheus latency histogram cardinality (default buckets 35 → 18) - [PR #25527](https://github.com/BerriAI/litellm/pull/25527)
+- S3 retry with exponential backoff for transient errors - [PR #25530](https://github.com/BerriAI/litellm/pull/25530)
+
+## Documentation Updates
+
+- Add Docker Image Security Guide covering cosign verification and deployment best practices - [PR #25439](https://github.com/BerriAI/litellm/pull/25439)
+- Document April townhall announcements - [PR #25537](https://github.com/BerriAI/litellm/pull/25537)
+- Document missing MCP per-user token env vars - [PR #25471](https://github.com/BerriAI/litellm/pull/25471)
+- Add "Screenshots / Proof of Fix" section to PR template - [PR #25564](https://github.com/BerriAI/litellm/pull/25564)
+
+## Infrastructure / Security Notes
+
+- Pin cosign.pub verification to initial commit hash - [PR #25273](https://github.com/BerriAI/litellm/pull/25273)
+- Fix node-gyp symlink path after npm upgrade in Dockerfile - [PR #25048](https://github.com/BerriAI/litellm/pull/25048)
+- `Dockerfile.non_root`: handle missing `.npmrc` gracefully - [PR #25307](https://github.com/BerriAI/litellm/pull/25307)
+- Add Playwright E2E tests with local PostgreSQL - [PR #25126](https://github.com/BerriAI/litellm/pull/25126)
+- UI E2E tests for proxy admin team and key management - [PR #25365](https://github.com/BerriAI/litellm/pull/25365)
+- Migrate Redis caching tests from GHA to CircleCI - [PR #25354](https://github.com/BerriAI/litellm/pull/25354)
+- Update `check_responses_cost` tests for `_expire_stale_rows` - [PR #25299](https://github.com/BerriAI/litellm/pull/25299)
+- Raise global vitest timeout and remove per-test overrides - [PR #25468](https://github.com/BerriAI/litellm/pull/25468)
+- Version bumps and UI rebuilds: [PR #25316](https://github.com/BerriAI/litellm/pull/25316), [PR #25528](https://github.com/BerriAI/litellm/pull/25528), [PR #25578](https://github.com/BerriAI/litellm/pull/25578), [PR #25571](https://github.com/BerriAI/litellm/pull/25571), [PR #25573](https://github.com/BerriAI/litellm/pull/25573), [PR #25577](https://github.com/BerriAI/litellm/pull/25577)
+
+## New Contributors
+
+* @csoni-cweave made their first contribution in https://github.com/BerriAI/litellm/pull/25441
+* @jimmychen-p72 made their first contribution in https://github.com/BerriAI/litellm/pull/25530
+
+**Full Changelog**: https://github.com/BerriAI/litellm/compare/v1.83.3.rc.1...v1.83.7.rc.1