The author explains their decision to switch from Cursor to running Claude Code in an isolated Docker environment. They provide a DIY guide for setting up this configuration with VSCode inside Docker containers.
A survey of 81,000 Claude users reveals insights about AI economics, including usage patterns and perceived value. The research examines how people interact with AI systems and what factors influence their adoption decisions.
Claude Code has 2-3 million users, representing about 1% of knowledge workers. The compute requirements become concerning as adoption scales from this point.
DRAM shortages, not capital constraints, will be the primary limiting factor for AI infrastructure growth through 2027. The article analyzes how memory bottlenecks will shape compute capacity expansion in the coming years.
Anthropic's red team discovered over 500 critical vulnerabilities using Claude AI, focusing on maintained software. The greater concern lies in the long tail of vulnerabilities in abandoned software that will likely never be patched.
AI compute demand is growing exponentially while supply constraints are severe. The next 18-24 months will be characterized by shortages, rationing, and price discovery.