AI Development
AI-accelerated development workflows
23 posts
Building an AI Blog Writer: From Topic to Published Post with n8n, Claude, and GitHub
How I built an AI agent that researches my 216 blog posts, generates complete drafts with validated frontmatter, and commits directly to GitHub. Paste a topic, get a production-ready post. The first of five components in an autonomous blog publishing system.
RAG Chatbot Build Guide: From Plan to Production
How we turned 212+ blog posts into a searchable AI knowledge base with n8n, Qdrant Cloud, Voyage AI, and Claude. The vision, the reality, what broke, and where it's going. Includes architecture diagrams, problem-solving walkthroughs, and the exact technical components that make it work.
Infrastructure as Training Data: When AI Systems Learn Like Organizations Do
What if AI infrastructure could mirror how great organizations develop talent? Instead of training specialists first, deploy self-contained layers that scale to zero, learn through operation, and graduate into specialization when proven.
Living Documentation: When Knowledge Becomes a Neural Network
Documentation isn't static files in a repo. It's a living, breathing network where every document connects to others, relationships emerge organically, and knowledge propagates through the system like neural signals. This is what happens when documentation becomes intelligent.
The WRAP Framework Building an AI Coding Agent for Infrastructure Automation
Infrastructure development is fundamentally changing through AI-assisted development. We're implementing the WRAP framework—a methodology that maximizes human-AI collaboration in software development, amplifying developer capabilities while preserving human judgment for critical decisions.
How Cortex Built Itself: A Meta-Programming Journey Through Construction HQ Phases 4-8
A technical deep-dive into autonomous AI agents building production infrastructure in parallel. In 90 minutes, 7 parallel agents built 27,000+ lines of production-ready code implementing knowledge bases, K8s integration, governance, and self-healing capabilities.
