Posts
All posts from William Zujkowski - security insights, AI/ML projects, and career development
AI as Cognitive Infrastructure: The Invisible Architecture Reshaping Human Thought
Understand AI cognitive infrastructure shaping how billions think—explore societal effects of language models transforming from tools to thought systems.
Supercharging Development with Claude-Flow: AI Swarm Intelligence for Modern Engineering
Deploy Claude-Flow AI agent swarms for development—achieve 84.8% SWE-Bench solve rate with neural learning and multi-agent orchestration for complex tasks.
Down the MCP Rabbit Hole: Building a Standards Server
Build MCP standards server for Claude AI—implement Model Context Protocol for intelligent code standards and context-aware workflows.
Exploring Claude CLI Context and Compliance with My Standards Repository
Transform Claude CLI with standards integration—achieve 90% token reduction and automate workflows using context-aware MCP server architecture.
Vulnerability Management at Scale with Open Source Tools
Build enterprise vulnerability management with open source—deploy scanning, remediation tracking, and compliance using Nessus and OpenVAS.
Implementing DNS-over-HTTPS (DoH) for Home Networks
Deploy DNS-over-HTTPS with Pi-hole and dnscrypt-proxy—encrypt DNS queries for home network privacy and prevent ISP monitoring with DoH implementation.
eBPF for Security Monitoring: A Practical Guide
Implement eBPF security monitoring for real-time kernel visibility—track syscalls and network activity with production-ready patterns for threat detection.
Local LLM Deployment: Privacy-First Approach
Deploy local LLMs for privacy-first AI—run language models on homelab hardware with model selection, optimization, and deployment strategies.
Fine-Tuning LLMs in the Homelab: A Practical Guide
Fine-tune LLMs on homelab hardware with QLoRA and 4-bit quantization. Train Llama 3 8B models on RTX 3090 with dataset prep and optimization strategies.
Building a Security-Focused Homelab: My Journey
Build security-focused homelab with Proxmox, VLANs, and IDS/IPS—create testing environment for cybersecurity and family data protection.