diff --git a/.wordlist.txt b/.wordlist.txt
index e88832fe22..d5d40b6ba1 100644
--- a/.wordlist.txt
+++ b/.wordlist.txt
@@ -6324,4 +6324,29 @@ perfrunbook
 pprof
 prj
 reflashing
-unwinder
\ No newline at end of file
+unwinder
+AmazonECS
+Anupras
+Mohapatra
+RCTL
+Rafay
+Rafay's
+RafayEKSProvisioner
+aeaed
+aed
+balancer's
+cbd
+cdk
+dac
+dbdad
+dcf
+defaultproject
+deprovision
+dfbc
+ebdd
+ece
+edbfe
+ede
+fcdebd
+rafay
+rctl
\ No newline at end of file
diff --git a/content/learning-paths/automotive/_index.md b/content/learning-paths/automotive/_index.md
index 4acb578a94..3fa9776e04 100644
--- a/content/learning-paths/automotive/_index.md
+++ b/content/learning-paths/automotive/_index.md
@@ -30,9 +30,11 @@ tools_software_languages_filter:
 - Clang: 3
 - CPP: 1
 - DDS: 1
-- Docker: 2
+- Docker: 3
 - FVP: 1
 - GCC: 3
+- Git: 1
+- Multipass: 1
 - Perf: 1
 - Python: 2
 - Raspberry Pi: 1
@@ -41,6 +43,7 @@ tools_software_languages_filter:
 - SME2: 1
 - Tinkerblox: 1
 - topdown-tool: 1
+- Yocto: 1
 - Zenoh: 1
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
@@ -65,7 +68,4 @@ tools_software_languages_filter:
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
 ---
diff --git a/content/learning-paths/automotive/openadkit1_container/_index.md b/content/learning-paths/automotive/openadkit1_container/_index.md
index da3d000697..65e4e6ccc5 100644
--- a/content/learning-paths/automotive/openadkit1_container/_index.md
+++ b/content/learning-paths/automotive/openadkit1_container/_index.md
@@ -44,7 +44,7 @@ generated_summary_faq:
       order, container settings, and ROS 2 commands used by the demo.
   - question: Can I run the same workflow on cloud and on-prem Arm Neoverse systems?
     answer: >-
-      Yes. The worklow has been tested on Amazon EC2 and an Ampere Altra workstation, so you can
+      Yes. The workflow has been tested on Amazon EC2 and an Ampere Altra workstation, so you can
       choose either a cloud instance or an on-premise Arm Neoverse system.
   - question: What should I check before starting the demo to avoid resource-related failures?
     answer: >-
diff --git a/content/learning-paths/embedded-and-microcontrollers/_index.md b/content/learning-paths/embedded-and-microcontrollers/_index.md
index 6783d9efba..c75d57e46e 100644
--- a/content/learning-paths/embedded-and-microcontrollers/_index.md
+++ b/content/learning-paths/embedded-and-microcontrollers/_index.md
@@ -15,19 +15,19 @@ pinned_learning_paths:
 operatingsystems_filter:
 - Android: 1
 - Baremetal: 30
-- Linux: 39
-- macOS: 11
-- RTOS: 11
-- Windows: 5
+- Linux: 48
+- macOS: 18
+- RTOS: 12
+- Windows: 10
 subjects_filter:
 - CI-CD: 7
-- Containers and Virtualization: 6
+- Containers and Virtualization: 9
 - Embedded Linux: 6
-- Libraries: 3
-- ML: 22
-- Performance and Architecture: 20
-- RTOS Fundamentals: 5
-- Security: 2
+- Libraries: 5
+- ML: 23
+- Performance and Architecture: 21
+- RTOS Fundamentals: 7
+- Security: 3
 - Virtual Hardware: 2
 subtitle: Learn best practices for IoT, embedded, and microcontroller development.
 title: Embedded and Microcontrollers
@@ -43,13 +43,13 @@ tools_software_languages_filter:
 - Arm Streamline: 1
 - Arm Virtual Hardware: 16
 - Assembly: 1
-- AWS IoT Greengrass: 2
+- AWS IoT Greengrass: 3
 - Azure: 1
 - balenaCloud: 1
 - BalenaOS: 1
 - Baremetal: 1
 - Bash: 1
-- C: 7
+- C: 10
 - ChatGPT: 1
 - Clang: 1
 - CMSIS: 4
@@ -61,15 +61,15 @@ tools_software_languages_filter:
 - Containerd: 1
 - CPP: 1
 - DetectNet: 1
-- Docker: 12
+- Docker: 16
 - DSTREAM: 2
 - Edge AI: 2
 - Edge Impulse: 2
-- ExecuTorch: 6
-- FastAPI: 1
+- ExecuTorch: 7
+- FastAPI: 2
 - Fusion 360: 1
 - FVP: 10
-- GCC: 10
+- GCC: 12
 - Generative AI: 2
 - GitHub: 4
 - GitLab: 2
@@ -77,6 +77,7 @@ tools_software_languages_filter:
 - Himax SDK: 1
 - Hugging Face: 3
 - IP Explorer: 2
+- Java: 1
 - Jupyter Notebook: 1
 - K3s: 1
 - Keil MDK: 7
@@ -86,7 +87,10 @@ tools_software_languages_filter:
 - LLM: 2
 - Matter: 1
 - MCP: 1
+- MediaPipe: 1
 - MPS3: 1
+- MQTT: 1
+- MuJoCo: 1
 - MXNet: 1
 - Neon: 1
 - NumPy: 1
@@ -96,28 +100,30 @@ tools_software_languages_filter:
 - Performance analysis: 1
 - picocom: 1
 - Porcupine: 1
-- Python: 12
+- Python: 17
 - PyTorch: 5
-- QEMU: 1
-- Raspberry Pi: 9
+- QEMU: 2
+- Raspberry Pi: 10
+- Reachy Mini: 1
 - Remote.It: 1
+- remoteproc-runtime: 1
 - Runbook: 4
+- SSH: 3
+- stlink: 1
 - STM32: 2
 - strands-agents: 1
 - systemd: 1
 - TensorFlow: 3
 - TensorRT: 1
 - tinyML: 2
+- Topo: 3
 - Trusted Firmware: 2
 - TrustZone: 2
 - TVMC: 1
 - vcpkg: 1
-- Visual Studio Code: 1
+- Visual Studio Code: 2
+- YAML: 1
 - Yocto Project: 1
-- Zephyr: 2
+- Zephyr: 4
 weight: 5
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
 ---
diff --git a/content/learning-paths/laptops-and-desktops/_index.md b/content/learning-paths/laptops-and-desktops/_index.md
index a0444a649f..016b1d54c0 100644
--- a/content/learning-paths/laptops-and-desktops/_index.md
+++ b/content/learning-paths/laptops-and-desktops/_index.md
@@ -13,14 +13,14 @@ pinned_learning_paths:
 operatingsystems_filter:
 - Android: 3
 - ChromeOS: 2
-- Linux: 41
-- macOS: 11
-- Windows: 47
+- Linux: 46
+- macOS: 14
+- Windows: 50
 subjects_filter:
 - CI-CD: 7
-- Containers and Virtualization: 6
+- Containers and Virtualization: 8
 - Migration to Arm: 30
-- ML: 8
+- ML: 11
 - Performance and Architecture: 30
 subtitle: Build native Windows on Arm applications that are fast and efficient.
 title: Laptops and Desktops
@@ -32,16 +32,17 @@ tools_software_languages_filter:
 - Arm Performance Libraries: 2
 - Arm64EC: 1
 - Assembly: 1
-- Bash: 4
+- Bash: 5
 - C: 12
 - C#: 6
 - CCA: 1
 - Clang: 13
-- CMake: 4
-- CPP: 12
+- CMake: 5
+- CPP: 13
 - CSS: 1
-- Docker: 9
+- Docker: 12
 - ExecuTorch: 1
+- FastAPI: 1
 - FFmpeg: 1
 - GCC: 12
 - Git: 1
@@ -67,35 +68,42 @@ tools_software_languages_filter:
 - LLVM: 2
 - llvm-mca: 1
 - MCP: 1
+- MediaPipe: 1
 - MSBuild: 1
 - MSVC: 1
 - MTE: 1
+- MuJoCo: 1
 - Neon: 1
 - Neovim: 1
 - Node.js: 3
+- Ollama: 1
 - ONNX Runtime: 1
 - OpenCV: 1
 - perf: 4
 - PGO: 1
 - PowerShell: 1
 - Pytest: 1
-- Python: 14
+- Python: 16
 - PyTorch: 1
 - QEMU: 1
 - Qt: 2
+- Raspberry Pi: 1
 - RDP: 1
+- Reachy Mini: 1
 - Remote.It: 1
 - RME: 1
 - Runbook: 17
 - Rust: 2
 - SME2: 3
+- SSH: 2
 - SVE: 1
 - SVE2: 1
 - Testcontainers: 1
+- Topo: 2
 - Trusted Firmware: 1
 - Ubuntu: 1
 - Visual Studio: 14
-- Visual Studio Code: 13
+- Visual Studio Code: 14
 - Windows Forms: 1
 - Windows Performance Analyzer: 1
 - Windows Presentation Foundation: 1
@@ -110,8 +118,4 @@ weight: 2
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
 ---
diff --git a/content/learning-paths/mobile-graphics-and-gaming/_index.md b/content/learning-paths/mobile-graphics-and-gaming/_index.md
index a2ad9b593d..aaaccdb20d 100644
--- a/content/learning-paths/mobile-graphics-and-gaming/_index.md
+++ b/content/learning-paths/mobile-graphics-and-gaming/_index.md
@@ -13,14 +13,14 @@ pinned_learning_paths:
 - nss-unreal
 - vulkan-ml-sample
 operatingsystems_filter:
-- Android: 40
-- Linux: 40
-- macOS: 19
-- Windows: 16
+- Android: 41
+- Linux: 43
+- macOS: 22
+- Windows: 19
 subjects_filter:
 - Gaming: 6
-- Graphics: 6
-- ML: 23
+- Graphics: 8
+- ML: 28
 - Performance and Architecture: 36
 subtitle: Optimize Android apps and build faster games using cutting-edge Arm tech.
 title: Mobile, Graphics, and Gaming
@@ -35,62 +35,66 @@ tools_software_languages_filter:
 - Arm Mobile Studio: 1
 - Arm Performance Studio: 3
 - Assembly: 1
-- Bash: 1
-- Bazel: 1
+- Bash: 2
+- Bazel: 2
 - C: 5
 - C#: 3
 - C++: 3
 - CCA: 1
 - Clang: 12
-- CMake: 3
-- CPP: 15
+- CMake: 4
+- CPP: 16
 - Docker: 1
-- ExecuTorch: 7
+- ExecuTorch: 8
 - Frame Advisor: 1
 - GCC: 12
 - Generative AI: 2
 - Godot: 1
 - Google Pixel 8: 1
 - Google Test: 1
+- Gradio: 1
 - Halide: 1
 - Hugging Face: 6
 - Java: 7
-- Jupyter Notebook: 1
-- KleidiAI: 3
-- Kotlin: 9
+- Jupyter Notebook: 2
+- KleidiAI: 4
+- Kotlin: 10
 - LiteRT: 1
-- llama.cpp: 3
-- LLM: 1
+- LiteRT-LM: 1
+- llama.cpp: 4
+- LLM: 2
 - LLVM: 1
 - llvm-mca: 1
 - MediaPipe: 2
+- Model Explorer: 1
 - MTE: 2
-- Neon: 1
-- NX: 4
+- Neon: 2
+- NX: 7
 - ONNX: 1
-- ONNX Runtime: 2
+- ONNX Runtime: 3
 - OpenGL ES: 1
-- Python: 11
-- PyTorch: 3
+- Python: 12
+- PyTorch: 4
 - QEMU: 1
 - RenderDoc: 1
 - RME: 1
 - Runbook: 14
 - Rust: 2
 - SDDiskTool: 1
-- SME2: 9
-- SVE2: 1
+- SME2: 11
+- SVE2: 2
 - TensorFlow: 1
 - TorchAO: 1
-- TOSA: 1
+- TOSA: 2
+- Transformers: 1
 - Trusted Firmware: 1
 - Unity: 6
-- Unreal Engine: 4
-- Visual Studio: 1
+- Unreal Engine: 6
+- Visual Studio: 2
 - Visual Studio Code: 1
-- Vulkan: 6
+- Vulkan: 8
 - Vulkan SDK: 1
-- XNNPACK: 2
+- XNNPACK: 3
 weight: 3
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
@@ -102,7 +106,4 @@ weight: 3
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
 # auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
-# auto-generated padding to avoid Hugo YAML alias limit
 ---
diff --git a/content/learning-paths/servers-and-cloud-computing/_index.md b/content/learning-paths/servers-and-cloud-computing/_index.md
index 5a33c82da3..3ac5354a08 100644
--- a/content/learning-paths/servers-and-cloud-computing/_index.md
+++ b/content/learning-paths/servers-and-cloud-computing/_index.md
@@ -12,10 +12,10 @@ pinned_learning_paths:
 - performix-microarchitecture
 operatingsystems_filter:
 - Android: 3
-- Linux: 223
-- macOS: 15
+- Linux: 260
+- macOS: 17
 - other: 1
-- Windows: 14
+- Windows: 16
 pinned_modules:
 - module:
     name: Recommended getting started learning paths
@@ -23,14 +23,14 @@ pinned_modules:
     - providers
     - migration
 subjects_filter:
-- CI-CD: 13
-- Containers and Virtualization: 41
-- Databases: 24
+- CI-CD: 14
+- Containers and Virtualization: 49
+- Databases: 29
 - Libraries: 9
-- ML: 32
-- Performance and Architecture: 89
+- ML: 41
+- Performance and Architecture: 102
 - Storage: 2
-- Web: 17
+- Web: 18
 subtitle: Migrate and optimize cloud native apps on Arm-based servers.
 title: Servers and Cloud Computing
 tools_software_languages_filter:
@@ -40,54 +40,64 @@ tools_software_languages_filter:
 - ACL: 1
 - ActiveGate: 1
 - AI: 1
+- Alluxio: 1
+- Amazon Elastic Container Service (Amazon ECS): 1
 - Android Studio: 1
 - Ansible: 2
 - Apache: 1
 - Apache Arrow: 1
 - Apache Beam: 1
 - Apache Cassandra: 1
-- Apache Spark: 2
+- Apache Spark: 4
 - Apache Tomcat: 2
 - ApacheBench: 1
 - Argo CD: 1
 - Arm Compiler for Linux: 1
 - Arm Development Studio: 3
 - Arm ISA: 1
-- Arm Performance Libraries: 2
-- Arm Performix: 2
+- Arm Performance Libraries: 3
+- Arm Performix: 7
 - Arm Streamline: 1
+- Arm System Characterization Tool: 1
 - armclang: 1
 - armie: 1
 - ArmRAL: 1
 - Arrow Flight: 1
+- ASCT: 1
 - ASP.NET Core: 2
 - Assembly: 5
 - async-profiler: 1
 - Autocannon: 1
 - AWS: 2
+- AWS CDK CLI: 1
+- AWS CLI: 1
 - AWS Cloud Formation: 1
 - AWS CodeBuild: 1
 - AWS EC2: 3
 - AWS Elastic Container Service (ECS): 1
-- AWS Elastic Kubernetes Service (EKS): 3
+- AWS Elastic Kubernetes Service (EKS): 4
 - AWS Graviton: 1
+- AWS IoT Greengrass: 1
 - AWS Lambda: 1
-- Azure: 1
-- Azure CLI: 3
+- Azure: 2
+- Azure CLI: 4
 - Azure Portal: 1
-- Bash: 3
+- Bash: 8
 - bash: 2
 - Bastion: 3
+- Benchstat: 1
 - BOLT: 3
+- boto3: 1
 - bpftool: 1
 - Buildkite: 1
-- C: 14
+- C: 15
 - C#: 2
-- C++: 3
+- C++: 5
 - Capstone: 1
 - Cargo: 1
 - cassandra-stress: 1
 - CCA: 9
+- ChromaDB: 1
 - CircleCI: 2
 - Clair: 1
 - Clang: 13
@@ -95,42 +105,51 @@ tools_software_languages_filter:
 - ClickHouse: 2
 - Cloud Build: 1
 - Cloud SQL (PostgreSQL): 1
-- CMake: 2
+- CMake: 6
 - Confidential Containers: 1
 - Couchbase: 1
-- CPP: 15
+- CPP: 16
 - cqlsh: 1
 - Criterion: 1
+- DeepSpeed: 1
 - Demo: 3
+- DevStack: 1
 - Django: 2
-- Docker: 35
+- Docker: 38
 - Docker Buildx: 1
 - Dynatrace: 1
+- Elasticsearch: 1
 - Envoy: 3
 - Erlang: 1
+- ESRally: 1
 - ExecuTorch: 1
 - Facter: 1
+- FastAPI: 1
 - Fastpath: 1
+- fio: 1
 - FlameGraph: 1
-- Flask: 1
+- Flask: 4
 - Flink: 2
+- Flyte: 1
 - Fortran: 1
 - FunASR: 1
 - FVP: 8
 - Gardener: 1
-- GCC: 28
+- GCC: 30
 - gdb: 1
 - Geekbench: 1
 - Generative AI: 13
+- Gerrit: 1
 - Git: 2
 - GitHub: 3
 - GitHub Actions: 3
 - GitHub CLI: 1
-- GitHub Copilot: 2
+- GitHub Copilot: 3
 - GitLab: 2
 - GKE: 3
 - glibc: 1
-- Go: 4
+- Gluten: 1
+- Go: 5
 - Golang: 1
 - Google Artifact Registry: 1
 - Google Axion: 3
@@ -141,121 +160,152 @@ tools_software_languages_filter:
 - Google Test: 1
 - Grafana: 1
 - Groovy (Jenkins Pipeline): 1
+- gRPC: 1
+- Hadoop: 1
 - HammerDB: 1
-- Helm: 3
+- Helm: 4
 - Herd7: 1
 - Hiera: 1
-- Hugging Face: 12
+- Hive: 1
+- Hugging Face: 13
 - InnoDB: 1
 - Intrinsics: 1
 - iPerf3: 1
 - ipmitool: 1
 - Jaeger: 1
-- Java: 6
+- Java: 10
+- JavaScript: 1
 - JAX: 1
 - Jenkins: 1
 - JMH: 1
 - JSON: 1
+- K3s: 2
 - Kafka: 2
 - Kata Containers: 1
 - KEDA: 1
 - Kedify: 1
 - Keras: 2
+- Keycloak: 1
 - KinD: 1
 - Kiro: 1
+- Kolla-Ansible: 1
 - kube-bench: 1
 - kubectl: 2
-- Kubernetes: 17
+- Kubernetes: 20
 - Libamath: 2
 - libbpf: 1
 - Linaro Forge: 1
 - Linux: 1
+- Linux kernel: 1
 - Litmus7: 1
 - llama.cpp: 2
 - Llama.cpp: 2
+- LlamaIndex: 1
 - LLM: 11
 - LLVM: 1
 - llvm-mca: 1
 - LM Evaluation Harness: 1
+- Longhorn: 1
 - LSE: 1
 - MariaDB: 1
 - Maven: 1
-- MCP: 3
+- MCP: 6
 - Memcached: 2
 - Memorystore (Redis): 1
-- MinIO: 1
+- MinIO: 2
+- MLflow: 1
 - MLPerf: 1
 - ModelScope: 1
 - MongoDB: 4
 - mongostat: 1
 - mongotop: 1
 - mpi: 1
-- MySQL: 10
+- MQTT: 1
+- MySQL: 11
 - Neon: 7
 - Networking: 1
 - Nexmark: 1
-- NGINX: 7
+- NGINX: 8
 - nginx: 1
-- Node.js: 5
+- Node.js: 6
 - node.js: 1
 - npm: 3
-- Ollama: 1
+- NumPy: 1
+- Ollama: 2
 - ONNX Runtime: 2
 - OpenBLAS: 1
 - OpenBMC: 1
+- OpenCV: 1
+- OpenEBS: 1
+- OpenJDK: 1
 - OpenJDK 17: 1
 - OpenJDK 21: 2
+- OpenRNG: 1
 - OpenShift: 1
+- OpenStack: 1
+- OpenStack CLI: 1
 - Orchard Core: 1
 - PAPI: 1
-- perf: 8
-- Perf: 1
+- perf: 10
+- Perf: 2
+- pgbench: 1
 - PHP: 1
 - PHPBench: 1
 - pika: 1
-- PostgreSQL: 7
+- PostgreSQL: 9
 - Profiling: 1
 - Prometheus: 1
 - psycopg2: 1
 - Puppet: 1
 - Pytest: 1
-- Python: 37
+- Python: 52
 - Python 3.11: 1
-- PyTorch: 10
+- PyTorch: 13
+- Qdrant: 1
 - QEMU: 1
+- QuantLib: 1
 - RabbitMQ: 1
+- Rafay: 1
 - RAG: 1
 - Rails: 1
-- Redis: 5
+- Ray: 1
+- rctl: 1
+- Redis: 6
 - redis-benchmark: 1
 - Remote.It: 2
 - RME: 9
 - Ruby: 2
-- Runbook: 73
+- Runbook: 74
 - Rust: 3
+- scikit-learn: 2
+- Sentence Transformers: 1
 - Service Mesh: 1
 - Siege: 1
 - Skaffold: 1
 - SME2: 1
 - snappy: 1
 - Snort3: 1
-- SQL: 8
+- SQL: 9
+- SSH: 2
 - Streamline CLI: 1
 - Streamlit: 2
 - Supervisor: 1
-- SVE: 5
+- SVE: 6
 - SVE2: 2
+- sysbench: 1
 - Sysbench: 1
+- Sysreport: 1
 - taskset: 1
 - Tekton: 1
 - Telemetry: 1
 - TensorFlow: 3
-- Terraform: 11
+- Terraform: 12
 - Testcontainers: 1
 - ThirdAI: 1
 - TimescaleDB: 1
 - Tinkerblox: 1
 - topdown-tool: 1
+- Topo: 2
 - Trivy: 1
 - Trusted Firmware: 1
 - Trustee: 2
@@ -263,10 +313,12 @@ tools_software_languages_filter:
 - TuxMake: 1
 - tuxmake: 1
 - TypeScript: 2
+- Ubuntu: 1
 - Vectorscan: 1
+- Velox: 1
 - Veraison: 3
-- Visual Studio Code: 5
-- vLLM: 3
+- Visual Studio Code: 6
+- vLLM: 4
 - VS Code: 1
 - vvenc: 1
 - Web Server: 1
@@ -275,15 +327,16 @@ tools_software_languages_filter:
 - WordPress: 3
 - wrk2: 2
 - x265: 1
-- YAML: 1
+- XGBoost: 1
+- YAML: 2
 - YCSB: 1
 - Yocto/BitBake: 1
 - zlib: 1
 - ZooKeeper: 1
 weight: 1
 cloud_service_providers_filter:
-- AWS: 89
-- Google Cloud: 104
-- Microsoft Azure: 87
+- AWS: 95
+- Google Cloud: 116
+- Microsoft Azure: 101
 - Oracle: 61
 ---