Not a code editor redesign, just a real interactive terminal in the hero, a boot sequence, six actual editor themes, and Ctrl+K search: the habits from how I actually work that ended up in this site.

Tokenization, code switching, and cross-lingual retrieval: what building Nepali NLP for a RAG pipeline and a news portal taught me about multilingual AI.

Retrieval quality starts long before the vector database. Notes on rate limits, deduplication, and the silent failures that make scraping pipelines break in production.

Building DocuLume taught me that chunking strategy and clean source text matter more than the model on top. A walkthrough using ChromaDB and a local embedding model, including the sqlite gotcha that broke my first deploy.