// archive · 02_blog

Data Shards

Everything I've thought worth writing down, sorted by recency. Filter by tag below, or hit ⌘K to search.

filter: all 0 #ai 2 #deep-dive 2 #glyph 1 #intro 1 #laplace 1 #llm 1 #memkoshi 1 #meta 1 #rag 1 #search 1 #synaps 1 #velocirag 2
  1. 003
    11 min

    Searching My Second Brain in Half a Second

    I built a four-layer search engine so I could actually find my own notes. No PyTorch, no GPU, runs anywhere. Here's how it came together.

    ai rag search deep-dive velocirag
  2. 002
    7 min

    Reverse Engineering Artificial Intelligence - Part 1

    We're reverse engineering LLMs today. Walking in knowing nothing, walking out understanding the whole pipeline. Pretraining, tokenization, transformers, RLHF - all of it.

    ai llm deep-dive
  3. 001
    2 min

    Hello, Friend

    Every blog starts somewhere. This one starts at 4am, with a blinking cursor and a lot of half-finished ideas.

    meta intro