I write about what I learn in AI

A digital garden exploring large language models, retrieval augmented generation, and the evolving landscape of intelligent systems.

Reader Copilot: From Idea to Full PWA with Remote Claude Code

We built an AI reading companion that enriches books with cultural, visual, and historical context. The entire development was done with Claude Code on a Mac Mini.

AI Claude Code PWA OpenAI Stitch

How to Turn Your Mac into an Autonomous Agent with Claude Code and Codex

Step-by-step guide to set up an AI workstation that runs 24/7, is controlled from your phone, and manages tasks automatically.

Claude Code Automation MacOS Agents Productivity

Understanding Graph-based RAG Systems

An exploration into how knowledge graphs are revolutionizing the accuracy of context retrieval in complex document sets.

RAG GraphDB

The Fine-tuning Fallacy

Why spending weeks on custom fine-tuning might be less effective than spending two days on prompt engineering and better data pipelines.

LLM Optimization

Vector Databases: A Comparison

Comparing Pinecone, Weaviate, and Milvus for production-grade AI applications based on latency, cost, and feature metrics.

VectorSearch Infrastructure