Latest writing Blogs Field notes, practical guides and technical analysis on AI, cybersecurity, hardware, software and self-hosting. 10 JAN 2026 Vaultwarden Complete Self-Hosting Guide 2026: Free Bitwarden Alternative Setup Learn how to self-host Vaultwarden, the ultimate free Bitwarden alternative. Step-by-step Docker installation for Linux, Windows, macOS & Raspberry Pi. Includes Caddy/Nginx reverse proxy, SSL certificates, 2FA setup (TOTP, WebAuthn, YubiKey), automated backups, and security hardening. Get premium Bitwarden features for free! SELF-HOSTING04 JAN 2026 DeepSeek mHC: How Manifold Constraints Stabilize Multi-Stream Residual Architectures A technical analysis of DeepSeek's Manifold-Constrained Hyper-Connections (mHC) architecture, examining how the Sinkhorn-Knopp algorithm and Birkhoff polytope constraints solve training instability in widened residual streams while maintaining computational efficiency. AI04 JAN 2026 IQuest-Coder-V1: A Technical Review of the 2026 Open-Source Coding Model Comprehensive review of IQuest-Coder-V1, a 40B-parameter model with corrected 76.2% SWE-Bench Verified score, released by Ubiquant's IQuestLab. Includes hardware requirements, comparisons to Claude Opus 4.5, GPT-5.2-Codex, Gemini 3.0 Pro, GLM-4.7, MiniMax M2.1, Grok 4.1, and other models. AI MODELS04 JAN 2026 MiniMax M2.1: Architecture, Benchmarks, and Practical Deployment A technical review of MiniMax M2.1 covering its Mixture-of-Experts architecture, Lightning Attention mechanism, verified benchmark performance, real-world limitations, and deployment options for API and local use. AI03 JAN 2026 GLM 4.7: A Complete Deep Dive into Zhipu AI's Flagship Coding Model Comprehensive technical review of GLM 4.7, released December 2025. Comparing against GPT-5.2, Claude Opus 4.5, Gemini 3.0 Pro with benchmarks, local deployment guides, and strategic recommendations. AI09 MAY 2025 Nextra 4.0: Documentation Theme Setup Guide Building a Documentation Site with Next.js and Nextra 4.0. DOCUMENTATION05 MAY 2025 OmniDictate: Free, Local, Real-Time AI Dictation for Windows Discover a free, open-source AI dictation tool for Windows that runs locally, ensuring privacy. AI12 JAN 2025 The Ultimate Guide to Self-Hosting Nextcloud in 2025 A comprehensive, step-by-step guide to deploying your own private cloud with Nextcloud. Covers Docker installation on Windows, macOS, and Linux, security hardening, photo management with Memories, secure remote access with Tailscale, backup strategies, and troubleshooting. SELF-HOSTING27 JUN 2024 Introducing the AiCybr Practice Center: A Free Resource for IT Certification Prep A free and open quiz platform with over 7,000 questions to help you prepare for CompTIA certifications and master Linux commands. No signup required. ANNOUNCEMENTS01 OCT 2023 The AI Trajectory: Navigating Bias, Access, and Our Cognitive Future Exploring the path ahead regarding AI's integration, access, bias, and societal implications. AI ← Newer Page 5 of 5
