Tagged 'programming'
All posts tagged with 'programming' on William Zujkowski's blog
Posts tagged "programming"
10 posts tagged with programming
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.
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.
Blockchain Beyond Cryptocurrency: Building the Trust Layer of the Internet
Deploy blockchain beyond cryptocurrency with Ethereum and smart contracts—build decentralized trust for supply chain and identity verification.
Context Windows in Large Language Models: The Memory That Shapes AI
Understand LLM context windows from 2K to 2M tokens—optimize model performance and prevent hallucinations at 28K token boundaries.
Large Language Models for Smart Contract Security: Promise and Limitations
Test LLM smart contract security with GPT-4 and Claude—achieve 80% reentrancy detection accuracy but manage 38% false positives in production workflows.
The Pizza Calculator: Optimizing Team Fuel for Critical Development Sprints
Optimize team resource planning with data-driven pizza—calculate cost per square inch and maximize developer productivity during sprints.
Learning from Nature: How Biomimetic Robotics is Revolutionizing Engineering
Design biomimetic robots inspired by nature—implement gecko adhesion, swarm intelligence, and soft robotics using billions of years of evolution.
Implementing Zero Trust Security: Never Trust, Always Verify
Deploy zero trust security with continuous verification and identity-centric controls—implement never-trust-always-verify for Federal EO 14028 compliance.
Writing Secure Code: A Developer's Guide to Thwarting Security Exploits
Master secure code development with input validation, parameterized queries, and secrets management—prevent SQL injection and XSS in production systems.