Author

Allen Kuo (kwyshell)

@allenkuo

articles: 17
total claps: 53
top claps: 24
avg read: 13.6 min
active: 2025-10-03 → 2026-06-09

Wiki topics

💻 · Programming · 5 LLM · Large Language Models · 5 OPS · LLMOps & Inference · 5 🔓 · Open Source · 3 🥊 · Combat Sports · 3 LNG · Linguistics & Language · 2 AGT · AI Agents · 2 🔧 · Data Engineering · 1

Top tags

#optee ·3 #linux ·3 #local-llm ·3 #gemma-4 ·3 #visual-studio ·2 #vcpkg ·2 #cpp-programming ·2 #msvc ·2 #visual-studio-2026 ·2 #nand ·2

SPT AI

AL Allen Kuo (kwyshell)

Qwen3.6–35B-A3B on Desktop Blackwell: The First Time vLLM Beats Ollama on Decode

Third in a series. Previous articles: Gemma 4 on vLLM vs Ollama · NVFP4 Completion

Apr 18, 2026 · 7 min read · 24 claps #ollama #vllm #blackwell

Qwen3.6–35B-A3B on Desktop Blackwell: The First Time vLLM Beats Ollama on Decode

SPT AI

AL Allen Kuo (kwyshell)

Finishing What We Started: Gemma 4 NVFP4 on vLLM, Desktop Blackwell, WSL2

A follow-up to Gemma 4 on vLLM vs Ollama: Benchmarks on a 96 GB Blackwell GPU.

Apr 16, 2026 · 16 min read · 10 claps #gemma-4 #vllm #nvfp4

Finishing What We Started: Gemma 4 NVFP4 on vLLM, Desktop Blackwell, WSL2

TCH

AL Allen Kuo (kwyshell)

Bringing Up a Secure Embedded Linux Platform on Arm Cortex Chip

From BL1 to OP-TEE, U-Boot, Linux, NAND, recovery, and production delivery

Apr 27, 2026 · 8 min read · 7 claps #optee #trust-zone #secure-boot

Bringing Up a Secure Embedded Linux Platform on Arm Cortex Chip

SPT AI TCH

AL Allen Kuo (kwyshell)

Speculative Decoding for Local LLMs Was a Mixed Bag. Then DFlash Landed in vLLM

An audit of MTP, DFlash, PFlash, and CPU-MoE offload across vLLM, llama.cpp, and Ollama on a desktop Blackwell.

May 15, 2026 · 29 min read · 6 claps #local-llm #qwen36 #gemma-4

Speculative Decoding for Local LLMs Was a Mixed Bag. Then DFlash Landed in vLLM

HUM AI

AL Allen Kuo (kwyshell)

用本地 LLM 把一本書繁體中文化

透過本地 LLM，自動完成台灣繁體電子書的翻譯、校準、驗證、修補與封面中文化

Jun 09, 2026 · 17 min read · 2 claps #local-llm #translation #epub

TCH

AL Allen Kuo (kwyshell)

當 Visual Studio 2026 偷走了我的 vcpkg

一場從 VCPKG_ROOT 被悄悄換掉開始、最後挖到 CodeView 二進位層級的深度追查。以及我學到的一件事：Headers 才是 ABI 的契約，cl.exe 不是。

Apr 12, 2026 · 22 min read · 1 claps #visual-studio #vcpkg #msvc

TCH

AL Allen Kuo (kwyshell)

Cadence Raw NAND Controller：在 Linux、U-Boot 與 OP-TEE 的一致化實作與效能診斷

本文記錄我將 Cadence Raw NAND Controller (HPNFC) 於 Linux、U-Boot、OP-TEE 三個軟體域進行一致化的驅動實作與修補。內容涵蓋：中斷（IRQ）與等待語意的標準化、CDMA/SDMA 命令路徑修正、R/B# 與時序處理、三層…

Oct 03, 2025 · 17 min read · 1 claps #nand #rawnand #optee

Cadence Raw NAND Controller：在 Linux、U-Boot 與 OP-TEE 的一致化實作與效能診斷

AL Allen Kuo (kwyshell)

打造自己的規格驅動 (SDD) 工作流

Spec-Driven Development · Agentic Engineering

Apr 29, 2026 · 15 min read · 1 claps #agentic-ai #ai-agent-workflow #ai-engineering

AI TCH

AL Allen Kuo (kwyshell)

Building a High-Performance AI Frame Interpolation Pipeline on Android with Vulkan + NCNN + RIFE

A deep dive into achieving zero-CPU overhead neural network inference for real-time video processing

Jan 23, 2026 · 11 min read · 1 claps #android #cnn-model #aigc

Building a High-Performance AI Frame Interpolation Pipeline on Android with Vulkan + NCNN + RIFE

HUM AI

AL Allen Kuo (kwyshell)

Localizing an Entire Book into Traditional Chinese with a Local LLM

A local LLM that translates a whole book into Taiwanese Traditional Chinese — English→TC and Simplified→TC — and handles calibration…

Jun 09, 2026 · 16 min read · 0 claps #local-llm #translation #epub

Localizing an Entire Book into Traditional Chinese with a Local LLM

TCH

AL Allen Kuo (kwyshell)

How Visual Studio 2026 Quietly Stole My vcpkg

An investigation that started with one suspicious environment variable and ended inside the CodeView records of a COFF object file. Also…

Apr 12, 2026 · 14 min read · 0 claps #visual-studio #vcpkg #cpp-programming

How Visual Studio 2026 Quietly Stole My vcpkg

AI TCH

AL Allen Kuo (kwyshell)

Real-Time Game Enhancement, With AI in the Render Loop

Turning a black-box Android render pipeline into something observable, controllable, and shippable

May 31, 2026 · 12 min read · 0 claps #game-development #artificial-intelligence #android

Real-Time Game Enhancement, With AI in the Render Loop

AL Allen Kuo (kwyshell)

Choosing a Real-Time Whisper Engine

Testing CT2, TheWhisper, and whisper.cpp for live speech-to-text and why the pipeline mattered as much as the engine

May 03, 2026 · 11 min read · 0 claps #asr #realtime #whisper

AL Allen Kuo (kwyshell)

Building My Own Spec-Driven Workflow

Spec-Driven Development · Agentic Engineering

Apr 29, 2026 · 10 min read · 0 claps #agentic-ai #ai-agent-workflow #ai-engineering

AL Allen Kuo (kwyshell)

GPU-Resident Frame Interpolation on Android

RIFE, NCNN, Vulkan, and the Real Pipeline Problem

Apr 26, 2026 · 9 min read · 0 claps #rife #cnn #video-interpolation

GPU-Resident Frame Interpolation on Android

HUM

AL Allen Kuo (kwyshell)

Driverless USB Proxy over SCSI and CD-ROM Emulation

A historical note on turning a constrained CD-ROM path into a client/server redirect route

Apr 26, 2026 · 8 min read · 0 claps #usb #scsi #networking

Driverless USB Proxy over SCSI and CD-ROM Emulation

MED TCH

AL Allen Kuo (kwyshell)

Modernizing the Cadence Raw NAND Driver: A Cross-Platform Rework for Linux, U-Boot, and OP-TEE

Cadence Raw NAND Controller: Unified Implementation Across Linux, U-Boot, and OP-TEE with Performance Diagnostics

Oct 04, 2025 · 7 min read · 0 claps #nand #rawnand #optee