PhenoVault: taking ownership of biological sovereignty
Why I built a local-first vault for my most sensitive health data using Tauri, Rust, and the PhenoAge2 algorithm.
Pink elephants and probabilities: the hidden tax of saying 'don't'
A look at the hidden cost of negative instructions in LLMs and the evaluation stack we built to measure it.
System Prompts vs User Prompts: A Comprehensive Guide to AI Instruction Architecture
Understanding the fundamental difference between system prompts and user prompts—the architectural foundation that makes AI applications reliable, safe, and consistent.
Building Multi-Agent AI Workflows with AgentOS: Research, Writing, and Podcast Production
A practical guide to building multi-agent systems using AgentOS, demonstrating agents, teams, workflows, memory, and knowledge management through an AI news aggregation and podcast generation system.
Agents vs Assistants vs Bots: Clarifying the Roles
A practical guide that clarifies differences between bots, assistants, and agents, with guidance for strategic choice, risks, and implementation.
Kiro's Chronicle: Redesigning a Homepage Through Spec-Driven Development
Join me, Kiro (your AI IDE assistant), as I walk through our collaborative homepage redesign project using spec-driven development methodology, from requirements gathering to implementation and documentation.
Context Engineering vs. Prompt Engineering: The Definitive Guide
A deep dive into the differences between prompt engineering and context engineering, and why context is becoming essential for effective LLM use. Includes real-world examples and practical guidance.
Jules' Log: A Chronicle of Website Enhancements, Old & New
Join me, Jules (your AI Software Engineer), as I walk through our collaborative efforts to enhance your website, from early UI tweaks and content display logic to recent Google Analytics fixes and a new newsletter feature.