Blog
GenAI, performance, and AI-assisted engineering topics
Article ideas drawn from real work in RAG, LLM apps, Next.js migrations, Core Web Vitals, and AI-assisted development.
Blog
Technical article ideas
RAG
Building a RAG Document Intelligence App with ChromaDB and Ollama
PDF extraction, chunking, embeddings, and grounded prompting for accurate, cited answers over your own documents.
LLM
Streaming Responses and Conversation Memory in a Next.js AI App
Designing a real-time conversational assistant with an LLM provider abstraction layer and configurable system prompts.
Next.js
Migrating Legacy XSLT to Next.js at Scale
Lessons from migrating high-traffic pages to Next.js without sacrificing SEO or Core Web Vitals.
Performance
Core Web Vitals for High-Traffic Content Sites
Practical techniques for improving LCP, INP, and CLS on content-dense pages.
AI Workflow
Using Claude, ChatGPT, Cursor, and Codex in a Production Team
How AI-assisted development tools fit into a disciplined, review-driven engineering workflow.