#kernel function
410 related articles
·4 min
Colibri: Running a 744-Billion-Parameter LLM on an Ordinary Laptop
Colibri uses MoE hot-cold separation and 4-bit quantization to run 744B-parameter models like GLM 5.2 on consumer hardware. Learn about its three-tier memory architecture and speculative decoding.
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·4 min
Kimi K3 Deep Dive: 2.8 Trillion Parameter Open-Source Model Closes the Gap with Closed-Source Frontier for the First Time
Moonshot AI releases Kimi K3 open-weight model with 2.8T parameters and 1M token context. Our deep dive covers coding, 3D dev, agent capabilities, and safety concerns.
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·3 min
How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions and a Decision Framework
Choose the right AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to help technical leaders avoid vendor lock-in.
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·3 min
How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions & Decision Framework
Choose an AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to avoid vendor lock-in.
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·4 min
Deep Dive into the EYG Programming Language: A New Portable Programming Paradigm Designed for Humans
Deep analysis of the EYG programming language's core design, including algebraic effects, program state persistence, and cross-platform portability, exploring how it addresses modern software fragmentation.
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·3 min
What Happens After You Click a Link? A Complete Technical Breakdown
From DNS resolution, TCP handshake, and TLS encryption to the Blink rendering engine — a detailed breakdown of what happens after you click a link.
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·3 min
Monocular RGB Human Mesh Reconstruction: Real-Time Motion Capture at 18 FPS with Rust + CUDA
Deep dive into a real-time 3D human mesh reconstruction project using a single RGB camera, built with Rust, Candle, and CUDA, achieving 55ms/frame on RTX 5080. Exploring its architecture, Metal porting plans, and applications in VTuber, AR/VR, and sports analysis.
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·3 min
Monocular RGB Human Mesh Reconstruction: Real-Time Motion Capture at 18 FPS with Rust + CUDA
A deep dive into a real-time 3D human mesh reconstruction project using a single RGB camera, built with Rust, Candle, and CUDA, achieving 55ms/frame on an RTX 5080.
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·2 min
Rootless Containers: A Practical Guide to More Secure Service Deployment
A deep dive into Rootless Containers: technical principles, security advantages, and production practices. Learn how user namespaces and daemonless architecture reduce container escape risks.
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·2 min
Rootless Containers: A Practical Guide to More Secure Service Deployment
A deep dive into rootless containers: technical principles, security advantages, and production practices. Learn how user namespaces and daemonless architecture reduce container escape risks.
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·4 min
Foundry VTT Public Access Guide: The Right Way to Securely Expose Self-Hosted Services
Learn how to securely expose Foundry VTT to the public internet. Compare port forwarding, Cloudflare Tunnel, and reverse proxy solutions with practical advice on network isolation and layered defense.
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·4 min
Building a High-Performance Lock-Free Queue from Scratch: A Modern C++ Practical Guide
A deep dive into building high-performance lock-free queues with modern C++, covering CAS atomic operations, memory ordering, Michael-Scott algorithm, ring buffers, ABA problem solutions, and memory reclamation mechanisms.
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·3 min
NetBird + Caddy: Remote Access Without Exposing Public Ports
Learn how to use NetBird WireGuard mesh networking with Caddy reverse proxy for homelab remote access without exposing public ports. Covers Split DNS, TLS certificates, and ACL controls.
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·3 min
Building a YOLO26 Inference Engine from Scratch in ARM64 Assembly: A Deep Dive into Low-Level Optimization
Deep dive into building a YOLO26n object detection inference engine from scratch using ARM64 assembly and C, covering NEON SIMD, Winograd convolution, GEMM micro-kernels, and cache tiling optimizations.
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·3 min
GrapheneOS Lock Screen Defense Mechanisms Explained: How It Resists Data Extraction by Forensic Tools
Explore how GrapheneOS defends against forensic tools like Cellebrite through auto-reboot, USB port controls, and hardware-backed brute force protection to safeguard locked device data.
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·4 min
Self-Hosted Service Domain Resolution in Practice: A Deep Dive into Split DNS and Tailscale Solutions
A deep dive into domain resolution challenges for self-hosted home servers, covering Split DNS concepts and how Tailscale App Connector enables unified domain access across internal and external networks.
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·4 min
Underrated Self-Hosting Gems: A Roundup of Niche but Powerful Open-Source Tools
Discover underrated niche self-hosted open-source tools across bookmarks, passwords, document archiving, knowledge bases, and dashboards, with deployment tips.
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·3 min
Complete Guide to Self-Hosted Music Servers: A Cross-Platform Navidrome Alternative to Spotify
Compare Navidrome, Jellyfin, and other self-hosted music servers. Covers cross-platform clients, remote access setup, and metadata management to replace Spotify.
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·3 min
Foxconn Ditches VMware for ArcFra: The Rise of Hyper-Converged Alternatives
Foxconn abandons VMware for HCI newcomer ArcFra. Explore Broadcom's post-acquisition fallout, why Foxconn chose hyper-convergence, and what it means for VMware alternatives.
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·5 min
GrapheneOS Phone Auto-Wipe Triggers Criminal Charges: Privacy Rights Clash with Border Enforcement
A U.S. citizen faces criminal charges after a GrapheneOS phone auto-wiped during an airport border search. Analysis of the privacy rights vs. law enforcement clash.
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