Software 1.0: Procedural code
Software 2.0: Neural Network
Software 3.0: Prompt LLM

• Andrej Karpathy: Software Is Changing (Again) / HN

Building doc & inteface for LLM/MCP

Helping ingest Data

• llms.txt file / vs robot.txt to help a LLM navigate a site
• Markdown is easy for LLM to understand
  • Manim doc can be used by an LLM to program an animation
  • migrate click here -> curl command, that an LLM can execute
• GitIngest -> make repo ingestable for an LLM
• Devin DeepWiki -> make repos doc ingestable