From e6c1a3cd4cbe98d95add4de4573dc1ad84884d1c Mon Sep 17 00:00:00 2001
From: sglang-bot <sglangbot@gmail.com>
Date: Wed, 26 Aug 2026 20:56:54 -0700
Subject: [PATCH] docs: sync LMSYS SGLang blog cards (#35416)

Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>
---
 docs/index.mdx | 60 +++++++++++++++++++++++++-------------------------
 1 file changed, 30 insertions(+), 30 deletions(-)

diff --git a/docs/index.mdx b/docs/index.mdx
index 6e313aae0..92e3c916e 100644
--- a/docs/index.mdx
+++ b/docs/index.mdx
@@ -90,7 +90,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
     }}
   >
     <a
-      href="https://lmsys.org/blog/2026-08-17-advanced-cuda-graph/"
+      href="https://lmsys.org/blog/2026-08-26-qwen-flash-next/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -111,8 +111,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/breakable_cuda_graph/bcg-design.svg"
-          alt="Advanced CUDA Graph Techniques in SGLang"
+          src="https://lmsys.org/images/blog/qwen-flash-next/cover.png"
+          alt="Qwen3.8-Flash-Next: Day-0 Support in SGLang"
           style={{
             width: "100%",
             height: "100%",
@@ -131,7 +131,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"Advanced CUDA Graph Techniques in SGLang"}
+          {"Qwen3.8-Flash-Next: Day-0 Support in SGLang"}
         </p>
         <p
           style={{
@@ -140,12 +140,12 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"August 17, 2026"}
+          {"August 26, 2026"}
         </p>
       </div>
     </a>
     <a
-      href="https://lmsys.org/blog/2026-08-12-qwen3-8-day0-support/"
+      href="https://lmsys.org/blog/2026-08-21-sglang-fast-recovery/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -166,8 +166,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/qwen3-8-day0-support/cover-qwen3-8.png"
-          alt="SGLang and Miles Add Day-0 Support for Qwen3.8"
+          src="https://lmsys.org/images/blog/sglang-fast-recovery/preview.png"
+          alt="Fast Engine Recovery: Sub-Second Engine Restart for SGLang via Weight Cache Daemon"
           style={{
             width: "100%",
             height: "100%",
@@ -186,7 +186,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"SGLang and Miles Add Day-0 Support for Qwen3.8"}
+          {"Fast Engine Recovery: Sub-Second Engine Restart for SGLang via Weight Cache Daemon"}
         </p>
         <p
           style={{
@@ -195,12 +195,12 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"Aug 12, 2026"}
+          {"August 21, 2026"}
         </p>
       </div>
     </a>
     <a
-      href="https://lmsys.org/blog/2026-08-11-unified-radix-cache/"
+      href="https://lmsys.org/blog/2026-08-21-ling3-flash-spec-decode-blackwell/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -221,8 +221,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/unified-radix-cache/image1.svg"
-          alt="Unified Radix Cache: One Tree for Hybrid Model Prefix Caching"
+          src="https://lmsys.org/images/blog/ling3-flash-batch1/00_headline.png"
+          alt="Chasing the Batch-1 Floor: Ling-3.0-flash Speculative Decode on Blackwell"
           style={{
             width: "100%",
             height: "100%",
@@ -241,7 +241,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"Unified Radix Cache: One Tree for Hybrid Model Prefix Caching"}
+          {"Chasing the Batch-1 Floor: Ling-3.0-flash Speculative Decode on Blackwell"}
         </p>
         <p
           style={{
@@ -250,12 +250,12 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"August 11, 2026"}
+          {"August 21, 2026"}
         </p>
       </div>
     </a>
     <a
-      href="https://lmsys.org/blog/2026-08-11-nemotron-3-5-lightning/"
+      href="https://lmsys.org/blog/2026-08-20-miles-mooncake-rollout-data-transfer/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -276,8 +276,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/nemotron-3-5-lightning/pinchbench-accuracy-vs-time.png"
-          alt="SGLang Adds Day-0 Support for NVIDIA Nemotron 3.5 Lightning"
+          src="https://lmsys.org/images/blog/miles-mooncake-rollout-data-transfer/featured.png"
+          alt="Mooncake for Miles: From Fragmented Rollout Data to Efficient Bulk I/O"
           style={{
             width: "100%",
             height: "100%",
@@ -296,7 +296,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"SGLang Adds Day-0 Support for NVIDIA Nemotron 3.5 Lightning"}
+          {"Mooncake for Miles: From Fragmented Rollout Data to Efficient Bulk I/O"}
         </p>
         <p
           style={{
@@ -305,12 +305,12 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"August 11, 2026"}
+          {"August 20, 2026"}
         </p>
       </div>
     </a>
     <a
-      href="https://lmsys.org/blog/2026-08-10-meta-muse-glimmer/"
+      href="https://lmsys.org/blog/2026-08-19-deepseek-v4-pro-engine-optimization-h20/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -331,8 +331,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/2026-08-10-meta-muse-glimmer/cover-muse-glimmer.png"
-          alt="SGLang Adds Day-0 Support for Muse Glimmer, a Multimodal Model Built for Local Agentic Workflows"
+          src="https://lmsys.org/images/blog/deepseek_v4/00_cover.png"
+          alt="Pushing the Limits of Serving DeepSeek-V4-Pro"
           style={{
             width: "100%",
             height: "100%",
@@ -351,7 +351,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"SGLang Adds Day-0 Support for Muse Glimmer, a Multimodal Model Built for Local Agentic Workflows"}
+          {"Pushing the Limits of Serving DeepSeek-V4-Pro"}
         </p>
         <p
           style={{
@@ -360,12 +360,12 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"August 10, 2026"}
+          {"August 19, 2026"}
         </p>
       </div>
     </a>
     <a
-      href="https://lmsys.org/blog/2026-08-07-hpc-ops-sglang/"
+      href="https://lmsys.org/blog/2026-08-18-miles-v0-1/"
       target="_blank"
       rel="noopener noreferrer"
       style={{
@@ -386,8 +386,8 @@ It is designed to deliver low-latency and high-throughput inference across a wid
         }}
       >
         <img
-          src="https://lmsys.org/images/blog/hpc-ops-sglang/hpc-ops-sglang-cover.webp"
-          alt="HPC-Ops \u00d7 SGLang: High-Performance Attention, Router GEMM, and MoE Kernels from Tencent Hunyuan"
+          src="https://lmsys.org/images/blog/miles-v0-1/miles-logo.png"
+          alt="Miles v0.1: Production-level Post-training"
           style={{
             width: "100%",
             height: "100%",
@@ -406,7 +406,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             fontSize: "0.98rem",
           }}
         >
-          {"HPC-Ops \u00d7 SGLang: High-Performance Attention, Router GEMM, and MoE Kernels from Tencent Hunyuan"}
+          {"Miles v0.1: Production-level Post-training"}
         </p>
         <p
           style={{
@@ -415,7 +415,7 @@ It is designed to deliver low-latency and high-throughput inference across a wid
             opacity: 0.75,
           }}
         >
-          {"August 7, 2026"}
+          {"August 18, 2026"}
         </p>
       </div>
     </a>