diff --git a/.github/instructions/website.blog.instructions.md b/.github/instructions/website.blog.instructions.md
index 049a0cf60..cae19a938 100644
--- a/.github/instructions/website.blog.instructions.md
+++ b/.github/instructions/website.blog.instructions.md
@@ -64,7 +64,7 @@ tags: [...]
 
 ### Critical Elements
 
-1. **Truncation marker**: `<!-- truncate -->` after 2-3 intro paragraphs (shows on listing page)
+1. **Truncation marker**: `<!-- truncate -->` after opening paragraph (shows on listing page)
 2. **Hero image**: Use `./hero-image.png` for same-directory assets
 3. **Heading hierarchy**: H2 (`##`) for major sections, H3 (`###`) for subsections
 4. **Alt text**: All images MUST have descriptive alt text
@@ -264,7 +264,7 @@ Before submitting a blog post:
 
 - [ ] Content follows the Microsoft Style Guide
 - [ ] Front matter complete and validated
-- [ ] `<!-- truncate -->` after intro (2-3 paragraphs)
+- [ ] `<!-- truncate -->` after intro paragraph
 - [ ] All images have descriptive alt text
 - [ ] All code blocks have language specified
 - [ ] All links use descriptive text (no "click here")
diff --git a/website/blog/2025-10-24-dynamo-on-aks/index.md b/website/blog/2025-10-24-dynamo-on-aks/index.md
index df6a6c868..887cc54c7 100644
--- a/website/blog/2025-10-24-dynamo-on-aks/index.md
+++ b/website/blog/2025-10-24-dynamo-on-aks/index.md
@@ -7,7 +7,7 @@ authors:
 - sachi-desai
 - sertac-ozercan
 - rita-zhang
-tags: ["ai", "gpu", "oss", "GB200"]
+tags: ["ai", "gpu", "open-source", "nvidia"]
 ---
 
 *This blog post is co-authored with
@@ -19,6 +19,8 @@ to showcase solutions
 that help customers run AI inference at scale using Azure Kubernetes Service
 (AKS) and NVIDIA’s advanced hardware and distributed inference frameworks.*
 
+<!-- truncate -->
+
 Modern language models now routinely exceed the compute and memory capacity of
 a single GPU or even a whole node with multiple GPUs on Kubernetes.
 Consequently, inference at the
diff --git a/website/blog/2025-11-18-azure-linux-gpu-on-aks/index.md b/website/blog/2025-11-18-azure-linux-gpu-on-aks/index.md
index 10c6b5458..9e55b42f5 100644
--- a/website/blog/2025-11-18-azure-linux-gpu-on-aks/index.md
+++ b/website/blog/2025-11-18-azure-linux-gpu-on-aks/index.md
@@ -10,10 +10,10 @@ tags:
   - monitoring
 ---
 
-### Introduction
-
 Running GPU workloads on AKS enables scalable, automated data processing and AI applications across Windows, Ubuntu, or Azure Linux nodes. [Azure Linux](https://learn.microsoft.com/azure/aks/use-azure-linux), Microsoft’s minimal and secure OS, simplifies GPU setup with validated drivers and seamless integration, reducing operational efforts. This blog covers how AKS supports GPU nodes on various OS platforms and highlights the security and performance benefits of Azure Linux for GPU workloads.
 
+<!-- truncate -->
+
 ### Unique challenges of GPU nodes
 
 Deploying a GPU workload isn’t just about picking the right VM size. There is also significant operational overhead that developers and platform engineers need to manage.
diff --git a/website/blog/2025-11-19-nftables-in-kube-proxy/index.md b/website/blog/2025-11-19-nftables-in-kube-proxy/index.md
index 1330834ac..f026f67b9 100644
--- a/website/blog/2025-11-19-nftables-in-kube-proxy/index.md
+++ b/website/blog/2025-11-19-nftables-in-kube-proxy/index.md
@@ -4,14 +4,13 @@ description: "Learn about how to use the nftables mode of kube-proxy on AKS."
 date: 2025-11-19
 authors: [jack-ma]
 tags:
-  - nftables
-  - kube-proxy
+  - networking
 ---
 
-## Summary
-
 We're announcing the preview availability of **nftables** mode for kube-proxy in Azure Kubernetes Service (AKS). This feature was requested in [GitHub issue #5061](https://github.com/Azure/AKS/issues/5061) and is now aligned with the upstream Kubernetes GA release of the nftables backend.
 
+<!-- truncate -->
+
 ## Background
 
 Kubernetes 1.33 introduced **nftables** as a fully supported kube-proxy mode. It serves as the modern replacement for iptables, offering a more efficient rule model and improved performance characteristics on newer Linux kernels. As highlighted by the upstream project, nftables reduces rule churn and avoids the scaling and latency limitations seen in large clusters using iptables.
diff --git a/website/blog/tags.yml b/website/blog/tags.yml
index c4d4c4117..cd3258e31 100644
--- a/website/blog/tags.yml
+++ b/website/blog/tags.yml
@@ -152,6 +152,11 @@ general:
   permalink: /general
   description: Broad AKS topics, announcements, conceptual overviews, and cross-cutting guidance.
 
+gpu:
+  label: GPU
+  permalink: /gpu
+  description: deploying and managing GPU workloads on AKS clusters.
+
 grafana:
   label: Grafana
   permalink: /grafana
@@ -237,6 +242,11 @@ networking:
   permalink: /networking
   description: Cluster and application networking, eBPF, traffic management, and connectivity patterns.
 
+nvidia:
+  label: NVIDIA
+  permalink: /nvidia
+  description: NVIDIA GPU integration, drivers, and AI/ML acceleration on AKS.
+
 observability:
   label: Observability
   permalink: /observability