Build logs and implementation notes from real software work.
A practical walkthrough of K-Nearest Neighbors built from scratch in Python, showing how feature similarity is calculated in multi-dimensional space.
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Browse all postsA practical breakdown of how to reduce LLM hallucinations with a lightweight RAG pipeline using embeddings, FAISS, and top-k retrieval for technical documentation.
Read noteA deep dive into building a custom automated monitoring system for Framer sites. Learn how to deploy a Node.js crawler on AWS Lambda to detect and alert broken links via Slack webhooks.
Read noteWeb101 by Han is evolving beyond web development. This update explains what’s changing, why the scope is expanding into AI, machine learning, algorithms, and technical analysis, and what readers can expect going forward.
Read noteAI is reshaping how websites are built. In 2025, builders powered by artificial intelligence handle design, SEO, and content generation faster than ever. Here’s what to know before you adopt them.
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