Notebook

Field notes.

Memos and research from claude-workspace — agent harnesses, context engineering, spec-driven development.

Posts: 2 Last update: May 1, 2026
  1. Linear vs GitHub Issues vs Jira — Why They're Considered Different & Whether AI Is Changing That

    Three product categories, three decades of accumulated reasons that are mostly historical, not functional — and what the AI-agent layer changes.

    researchproject-managementlineargithub-issuesjira
  2. Karpathy's LLM Wiki — A Pattern for Persistent Knowledge Bases

    Summary of Andrej Karpathy's LLM Wiki pattern — incrementally building and maintaining a structured wiki with an LLM, instead of running RAG over raw documents at query time.

    researchkarpathyllm-wikiknowledge-baserag