Posts
All posts from William Zujkowski - security insights, AI/ML projects, and career development
Beyond Containers: The Future of Application Deployment
After migrating 23 services to Kubernetes and debugging for weeks, I explored what comes after containers. Spoiler: I broke things
Context Windows in Large Language Models: The Memory That Shapes AI
From 2K to 2M tokens—how expanding context windows transform LLMs from chatbots to reasoning engines, with practical implications for applications
Large Language Models for Smart Contract Security: Promise and Limitations
Can LLMs detect smart contract vulnerabilities? Testing GPT-4 and Claude against known exploits with surprising results and security implications
AI Learning in Resource-Constrained Environments
Training effective AI models with limited compute—techniques like quantization, pruning, distillation, and efficient architectures for resource constraints
The Pizza Calculator: Optimizing Team Fuel for Critical Development Sprints
How quantifying pizza provisioning enhances team performance during high-pressure development, combining resource planning and behavioral economics
AI Meets Edge Computing: Transforming Real-Time Intelligence
How AI and edge computing create responsive, private systems that process data locally, revolutionizing autonomous vehicles and smart manufacturing
AI: The New Frontier in Cybersecurity – Opportunities and Ethical Dilemmas
AI revolutionizes both attack and defense in cybersecurity—from automated threat detection to AI-powered exploits. Exploring the evolving battleground
Quantum Computing and Defense: The Double-Edged Sword of Tomorrow's Technology
Quantum computers will break current encryption within years. Here's how I'm preparing with post-quantum cryptography and quantum-resistant algorithms
Preparing for the Quantum Leap: A Guide to Quantum-Resistant Cryptography
Quantum computers threaten today's encryption. Implementing NIST's post-quantum cryptographic algorithms to future-proof security infrastructure
Learning from Nature: How Biomimetic Robotics is Revolutionizing Engineering
How nature's 3.8 billion years of R&D inspires robot design—from gecko feet to swarm intelligence, exploring biomimetic principles in modern robotics