AI Knowledge Hub// Latest Tech Posts
A detailed guide to Orca ADE (Agent Development Environment) for managing multiple AI agents at once — its core features, perfect Korean support, mobile app integration, parallel Git Worktree handling, and download and installation.
A practical rundown of the Qoder IDE developed by Alibaba, covering its core features (Quest Mode, NES, Repo Wiki), how to download it, basic usage, pricing, and a comparison with Cursor/Copilot.
NVIDIA vs AMD — The Complete Local AI Environment Comparison: CUDA, ROCm, and Vulkan in Practice [2 comments]
A comparison of the local AI inference performance gap between NVIDIA CUDA and AMD ROCm/Vulkan, complete with real commands. Covers GPU selection, driver installation, and llama.cpp/Ollama setup from a practical standpoint.
Linux Filesystem Complete Comparison — ext4 vs XFS vs Btrfs vs ZFS: Format, Mount, and Hands-On Commands [1 comments]
The technical differences between Linux's four major filesystems (ext4/XFS/Btrfs/ZFS), up to format, mount, snapshot, and performance-test commands, organized around practical code examples. Includes a selection guide for which filesystem to use in which environment.
AMD R9700 AI Pro 32GB Local LLM Benchmark — A Real-World Comparison Against the RTX 4060 [2 comments]
A local LLM benchmark comparison between the 32GB VRAM AMD R9700 AI Pro and the 8GB RTX 4060. It analyzes, with measured data, the Vulkan vs ROCm performance gap, whether a 27B model is practical, and the bottleneck of running two cards.
A VRAM-by-VRAM and model-by-model benchmark of which local AI models you can run on the graphics card you own. Recommended models, inference speed (TPS), and value rankings for 18 GPUs from the RTX 3060 to the RTX 5090.
Qwen Image 2.1 can do Photoshop-grade editing, from background removal to color control, object swapping, and character sheets. But it also has limits: pose transfer and a clay-like skin texture. Here are 12 core features laid out with actual test results.
An analysis of the NVIDIA DGX Spark (128GB unified memory). It breaks the illusion that more VRAM means faster, and explains from a bandwidth standpoint why an RTX 4090 (24GB) is 3x faster on an 8B model. It sorts out the cases where the DGX Spark is genuinely useful (70B+ fine-tuning) and where a GPU is better.
The features, benchmarks, practical commands, and selection criteria of Linux's four major filesystems (ext4, XFS, Btrfs, ZFS), with hands-on code
Meta's newly launched AI agent Muse keeps working in the background even after you close the app, and it makes phone calls for you — from handling dental insurance to booking a restaurant. This analyzes the controversy hidden behind the convenience and the pushback from big tech.