Latest writing Blogs Field notes, practical guides and technical analysis on AI, cybersecurity, hardware, software and self-hosting. 27 JAN 2026 DeepSeek-OCR 2: The Definitive Guide (Setup, Benchmarks & Python Inference) Master DeepSeek-OCR 2 with our comprehensive guide. Learn about DeepEncoder V2, install on Windows/Linux/Mac, run with Unsloth/vLLM, and achieve SOTA document understanding. FIELD NOTES27 JAN 2026 The Ultimate Guide to Kimi Code: Architecture, Installation, and Usage A practical guide to Kimi Code and Kimi CLI, covering architecture, installation, IDE integrations, agent workflows, container deployment, and day-to-day developer use. AI27 JAN 2026 The Definitive Kimi K2.5 Guide: Global SOTA Agentic AI & Benchmarks (2026) Discover Kimi K2.5: The new Global SOTA open-source model beating GPT-5.2 and Claude 4.5 Opus in agentic benchmarks. Full research report, 40+ validated benchmarks, and usage guide. FIELD NOTES20 JAN 2026 GLM-4.7-Flash Complete Guide 2026: Free AI Coding Assistant & Agentic Workflows Complete GLM-4.7-Flash guide with validated benchmarks vs GPT-4o, Claude, DeepSeek, Qwen. 30B-A3B MoE model with 200K context, free API, local deployment (vLLM, SGLang, llama.cpp, Transformers). Setup for Windows, macOS, Linux with hardware requirements, quantization options, Docker configs, and tool calling examples. FIELD NOTES19 JAN 2026 Flux.2 [Klein] Complete Guide: Free Local AI Art Generator (2026 Setup) Run Flux.2 [Klein] locally for free. The ultimate 2026 guide to Black Forest Labs' 4B/9B models. Faster than Stable Diffusion, better than Midjourney. Complete Windows, Mac, and Docker installation tutorial. FIELD NOTES19 JAN 2026 Kimi K2 Comprehensive Guide 2026: Setup, Usage, Benchmarks & Implementation Complete technical guide for Kimi K2 Thinking (Nov 2025). Covers MLX support for Apple Silicon, vLLM setup (v0.13.0+), verified benchmarks vs GPT-5/Claude Sonnet 4.5, and upcoming K2.1 multimodal rumors. AI19 JAN 2026 TranslateGemma Complete Guide: Benchmarks, Setup & Usage (2026) A comprehensive guide to Google's open-weight TranslateGemma models (4B, 12B, 27B). Detailed setup, WMT24++ & Vistra benchmarks, Docker deployment, and Python usage for text and multimodal translation. FIELD NOTES15 JAN 2026 Authentik vs Authelia vs Keycloak: The Ultimate Home Lab SSO Guide 2026 A comprehensive, deep-dive comparison of the top three open-source SSO providers for home labs. Learn which one fits your needs, how to integrate them with Traefik, Portainer, Nextcloud, and secure your stack with YubiKeys. SECURITY13 JAN 2026 DeepSeek Engram Complete Guide 2026: Conditional Memory Architecture for Next-Gen LLMs Complete technical analysis of DeepSeek's Engram paper - a revolutionary conditional memory module adding O(1) knowledge lookup to LLMs. Covers architecture, multi-head hashing, context-aware gating, U-shaped sparsity allocation law, benchmarks (MMLU +3.0, BBH +5.0, NIAH 84%→97%), CPU offloading with less than 3% overhead, and practical applications for AI development. AI13 JAN 2026 PortSwigger Burp Suite Complete Guide 2026: The Ultimate Web Application Security Testing Handbook Master PortSwigger Burp Suite with this comprehensive 2026 guide. Learn installation (Windows, macOS, Linux), all core tools (Proxy, Intruder, Repeater, Scanner), OWASP Top 10 testing, BApp extensions, mobile app testing, CI/CD DevSecOps integration, and integrations with Nmap, OWASP ZAP, Metasploit. Covers version 2025.12.2 with OpenAPI 3.1/3.2, OAuth 2.0, and OWASP Top 10:2025. SECURITY12 JAN 2026 Agent TARS Complete Setup Guide: Open-Source Multimodal AI Agent for Browser Automation Comprehensive step-by-step guide to installing and configuring Agent TARS, ByteDance's open-source multimodal AI agent. Covers CLI installation on Windows, macOS, and Linux, Web UI setup, MCP server integration, model provider configuration (OpenAI, Claude, VolcEngine), browser automation, and advanced features including code execution and sandboxed environments. AI AGENT12 JAN 2026 Grafana Loki & Advanced Observability 2026: Log Aggregation, Tracing & Complete Home Lab Stack Master Grafana Loki log aggregation and advanced observability! Complete guide covering Loki, Promtail, Tempo distributed tracing, Mimir long-term storage, and Alloy telemetry collector. Docker Compose setup for home labs with practical examples for Proxmox, Synology NAS, TrueNAS, Unraid, and smart home monitoring. Includes LogQL queries, dashboard examples, and full LGTM stack deployment! SELF-HOSTING12 JAN 2026 Grafana & Prometheus Complete Guide 2026: The Ultimate Monitoring Stack for Home Labs and Production Master Grafana v12.3 and Prometheus v3.9.0 monitoring! Complete setup guide for Docker, Windows, macOS, Linux. Learn PromQL, create dashboards, configure alerting with Alertmanager, integrate with InfluxDB, Elasticsearch & SQL databases. Includes Node Exporter, cAdvisor, Blackbox Exporter, and Loki log aggregation. Perfect for home labs, DevOps, and enterprise monitoring! SELF-HOSTING12 JAN 2026 Nginx Proxy Manager Complete Guide 2026: Reverse Proxy, SSL & Home Lab Setup The ultimate comprehensive guide to Nginx Proxy Manager (NPM v2.13.5). Master reverse proxy configuration, free SSL certificates with Let's Encrypt, wildcard DNS, Docker deployment on Windows/macOS/Linux/Raspberry Pi, NAS integration (Synology, TrueNAS, UnRAID), Cloudflare tunnels, SSO with Authelia/Authentik, fail2ban security, and home lab use cases with Jellyfin, Nextcloud, Plex & Home Assistant. SELF-HOSTING12 JAN 2026 PhotoPrism Complete Self-Hosting Guide: From Installation to Advanced Configuration The ultimate step-by-step guide to setting up PhotoPrism self-hosted AI-powered photo management. Covers Docker Compose installation on Linux (Ubuntu, Debian), Windows (Docker Desktop with WSL2), macOS, Raspberry Pi, and NAS devices (Synology, QNAP). Includes reverse proxy setup with Nginx, Traefik, and Caddy, GPU acceleration (Intel QuickSync, NVIDIA), MariaDB database configuration, backup and restore strategies, face recognition setup, and comprehensive troubleshooting. SELF-HOSTING12 JAN 2026 Pi-hole Complete Setup Guide 2026: Network-Wide Ad Blocking & DNS Management Master Pi-hole network-wide ad blocker setup! Complete Docker & bare metal installation for Linux, Windows WSL2, macOS, Raspberry Pi, Synology NAS, Proxmox & TrueNAS. Includes Unbound recursive DNS, WireGuard/Tailscale VPN integration, blocklists, Home Assistant automation, high availability setup & troubleshooting. SELF-HOSTING12 JAN 2026 Portainer Complete Setup Guide 2026: Docker Management for Home Labs Master Portainer CE v2.33 for Docker container management! Complete guide for Windows, macOS, Linux, Raspberry Pi, and NAS. Includes Docker Compose, stacks, templates, Traefik integration, and monitoring with Grafana. SELF-HOSTING12 JAN 2026 UI-TARS Desktop Complete Setup Guide: Native GUI Agent for Computer Control Comprehensive step-by-step guide to installing and configuring UI-TARS Desktop, ByteDance's open-source Electron-based GUI automation application. Covers installation on Windows and macOS, model deployment (local with vLLM/Ollama and cloud options), VRAM requirements, VLM provider configuration (HuggingFace, VolcEngine), local and remote operators, troubleshooting, and hardware recommendations. AI AGENT10 JAN 2026 Bitwarden Self-Hosted Server Guide 2026: Enterprise Password Management Setup Complete guide to self-hosting official Bitwarden password manager. Deploy Standard or Lite editions on Linux, Windows & Docker. Covers bitwarden.sh installation, SMTP email setup, push notifications, SSL certificates, admin portal, licensing, backup strategies & enterprise features. Full control of your password data! SELF-HOSTING10 JAN 2026 Paperless-ngx Complete Setup Guide 2026: Go Paperless with Self-Hosted Document Management Master Paperless-ngx document management system setup! Step-by-step Docker installation for Linux, Windows WSL2, macOS, Synology, Unraid & TrueNAS. Includes OCR configuration, PostgreSQL database, consume folder automation, email import, reverse proxy (Nginx/Caddy), backup strategies & scanner integration. Go paperless today! SELF-HOSTING ← Newer Page 4 of 5 Older →
