On February 5, 2026, Nicholas Carlini from Anthropic published a piece about an experiment that runs significantly ahead of what most of us are doing with LLM agents today. Sixteen parallel instances of Claude Opus 4.6, two weeks of work, ~2,000 Claude Code sessions, a budget around $20,000.