Knowledge Compounding

Knowledge Compounding is the optional behavioral emphasis in Brevvie Python + AI — Section 13: Build Your Own LLM Wiki (Karpathy / Obsidian). The lesson argues that knowledge becomes more valuable when sources, questions, answers, and cross-links accumulate into a maintained artifact.

Habit loop from the source

• ingest new sources regularly
• ask the wiki real questions
• file valuable answers back into the vault
• lint periodically
• commit the vault to git

Why it matters

The wiki is useful not because of one excellent summary, but because repeated use makes future reading and questioning cheaper and richer.