Tagged 'homelab'
All posts tagged with 'homelab' on William Zujkowski's blog
Posts tagged "homelab"
17 posts tagged with homelab
Building a Privacy-First AI Lab: Deploying Local LLMs Without Sacrificing Ethics
My RTX 3090 runs Llama 3.1 70B locally, but 'local' doesn't automatically mean 'private.' After discovering unexpected network traffic from Ollama, I rebuilt my AI lab with real privacy controls.
Preparing Your Homelab for the Quantum Future: Post-Quantum Cryptography Migration
Preparing my homelab for the quantum threat with NIST's post-quantum algorithms—CRYSTALS-Kyber, CRYSTALS-Dilithium, and practical implementation lessons
From Claude in Your Terminal to Robots in Your Workshop: The Embodied AI Revolution
Vision-Language-Action models transform AI from code into physical robots, with practical implications for security, safety, and homelab automation
Proxmox High Availability Setup for Homelab Reliability
Building high-availability Proxmox clusters on homelab hardware—shared storage, live migration, automated failover, and lessons from three failed attempts
IoT Security in Your Home Lab: Lessons from OWASP IoTGoat
Explore IoT security vulnerabilities hands-on with OWASP IoTGoat—testing firmware extraction, API exploitation, and building secure IoT lab environments
Implementing Zero Trust Microsegmentation with VLANs
How I implemented zero trust principles using VLAN segmentation on my homelab - practical network security beyond simple firewall rules
Self-Hosted Password Manager Migration: Bitwarden Deep Dive
Migrating from cloud password managers to self-hosted Bitwarden: setup, security hardening, backup strategies, and why I made the switch
Building a Network Traffic Analysis Lab with Suricata
Setting up Suricata IDS/IPS on homelab for real-time network threat detection—rule management, performance tuning, and integrating with security stack
Container Security Hardening in My Homelab
Practical container security hardening techniques for Docker and K3s in a homelab environment, from base image selection to runtime security monitoring
Implementing DNS-over-HTTPS (DoH) for Home Networks
Complete guide to deploying DNS-over-HTTPS on home networks for privacy and security, covering Pi-hole, dnscrypt-proxy, and multiple implementation approaches
Local LLM Deployment: Privacy-First Approach
Complete guide to running LLMs locally for privacy: hardware requirements, model selection, optimization techniques, and practical deployment strategies
Fine-Tuning LLMs in the Homelab: A Practical Guide
Complete guide to fine-tuning open-source LLMs on homelab hardware using QLoRA, covering dataset prep, training optimization, and evaluation
Building a Security-Focused Homelab: My Journey
How I built a comprehensive security lab at home for learning and experimentation—covering Proxmox, VLANs, IDS/IPS, and keeping my family's data safe
Securing Your Personal AI/ML Experiments: A Practical Guide
Lessons from running LLMs and AI experiments at home while keeping data secure, covering model isolation, network segmentation, and privacy controls
Raspberry Pi Security Projects That Actually Solve Problems
From network monitoring to physical security—practical Raspberry Pi security projects like Pi-hole, VPN gateway, and honeypots without breaking the bank
Automating Home Network Security with Python and Open Source Tools
Automation scripts and tools I built to keep my home network secure, including Ansible playbooks, Python monitors, and automated patching systems
GPU Power Monitoring in My Homelab: When Machine Learning Met My Electricity Bill
Monitoring GPU power consumption during ML training with NVIDIA SMI, custom dashboards, and optimization strategies to reduce electricity costs