CyberPulsTech — Consumer Tech, PC Hardware, Local AI & Home Lab Insights

Computing
Cloudflare Tunnel vs. Tailscale in 2026: Zero-Trust Security, CGNAT Bypass, Port Forwarding Risks & Self-Hosted Homelab Ingress
Executive Takeaway & Benchmark Summary: Cloudflare Tunnel (cloudflared) and Tailscale...
AI
SGLang RadixAttention in 2026: How Prefix Tree LRU Caching Accelerates Multi-Turn Local LLM Inference by 3.8x
Senior Analyst's Neural Inference Audit & Key Findings: As autonomous...
Computing
Btrfs vs. ZFS on Proxmox VE in 2026: Copy-on-Write Snapshots, RAM Overhead & Low-Power Homelab Storage Forensics
Senior Analyst's Filesystem Audit & Key Findings: Proxmox VE administrators...
Computing
OpenZFS 2.3 Fast Dedup in 2026: Why Log-Structured NVMe Deduplication Solves the 5GB/TB RAM Limit on TrueNAS & Proxmox
Senior Analyst's Storage Architecture & Key Findings: For over a...
Hardware
ATX 3.1 vs. ATX 3.0 Power Supplies in 2026: 12V-2×6 Cable Upgrades, Shorter Sense Pins & Preventing High-Wattage GPU Melts
Comprehensive hardware forensic guide to ATX 3.1 vs. ATX 3.0...
AI
KTransformers MoE Offloading on RTX 4090 in 2026: Running DeepSeek-V3 / R1 671B via Heterogeneous CPU/GPU Memory
Complete engineering guide to KTransformers MoE CPU/GPU offloading on a...
Guides
Ceph on ZFS in Proxmox VE (2026): Why Stacking OSDs on ZFS Destroys IOPS & BlueStore Raw NVMe Forensics
Forensic benchmark of Ceph on ZFS in Proxmox VE: discover...
Gadgets
OLED Monitor Burn-In Mitigation in 2026: Pixel Cleaning, Sub-Pixel Wear Physics (QD-OLED vs. WOLED) & 3-Year Warranty Claims
In 2026, third-generation QD-OLED and fourth-generation WOLED gaming monitors deliver...
Hardware
PCIe Bifurcation on Consumer Motherboards in 2026: x16 to x4x4x4x4 Support, ASM2824 Packet Switches vs. Passive M.2 Risers
As NVMe storage density demands explode across home lab servers...
Computing
Cloudflare Tunnel vs. Tailscale in 2026: Zero-Trust Security, CGNAT Bypass, Port Forwarding Risks & Self-Hosted Homelab Ingress
Cloudflare Tunnel vs. Tailscale in 2026: Zero-Trust Security,...
Executive Takeaway & Benchmark Summary:...
AI
SGLang RadixAttention in 2026: How Prefix Tree LRU Caching Accelerates Multi-Turn Local LLM Inference by 3.8x
SGLang RadixAttention in 2026: How Prefix Tree LRU...
Senior Analyst's Neural Inference Audit...
Computing
Btrfs vs. ZFS on Proxmox VE in 2026: Copy-on-Write Snapshots, RAM Overhead & Low-Power Homelab Storage Forensics
Btrfs vs. ZFS on Proxmox VE in 2026:...
Senior Analyst's Filesystem Audit &...
Computing
OpenZFS 2.3 Fast Dedup in 2026: Why Log-Structured NVMe Deduplication Solves the 5GB/TB RAM Limit on TrueNAS & Proxmox
OpenZFS 2.3 Fast Dedup in 2026: Why Log-Structured...
Senior Analyst's Storage Architecture &...
Hardware
ATX 3.1 vs. ATX 3.0 Power Supplies in 2026: 12V-2×6 Cable Upgrades, Shorter Sense Pins & Preventing High-Wattage GPU Melts
ATX 3.1 vs. ATX 3.0 Power Supplies in...
Comprehensive hardware forensic guide to...
AI
KTransformers MoE Offloading on RTX 4090 in 2026: Running DeepSeek-V3 / R1 671B via Heterogeneous CPU/GPU Memory
KTransformers MoE Offloading on RTX 4090 in 2026:...
Complete engineering guide to KTransformers...
Guides
Ceph on ZFS in Proxmox VE (2026): Why Stacking OSDs on ZFS Destroys IOPS & BlueStore Raw NVMe Forensics
Ceph on ZFS in Proxmox VE (2026): Why...
Forensic benchmark of Ceph on...
Gadgets
OLED Monitor Burn-In Mitigation in 2026: Pixel Cleaning, Sub-Pixel Wear Physics (QD-OLED vs. WOLED) & 3-Year Warranty Claims
OLED Monitor Burn-In Mitigation in 2026: Pixel Cleaning,...
In 2026, third-generation QD-OLED and...
Hardware
PCIe Bifurcation on Consumer Motherboards in 2026: x16 to x4x4x4x4 Support, ASM2824 Packet Switches vs. Passive M.2 Risers
PCIe Bifurcation on Consumer Motherboards in 2026: x16...
As NVMe storage density demands...