Tuesday, January 27, 2026
Claude Code Agent Adoption
People are exploring Claude Code's capabilities in creating agent skills, writing production code, and interacting with agent-browser systems, while some express concerns about using more complex agent systems beyond simple code generation.
I let Claude Code turn @karpathy's post into agent skills. It first generated a bunch of skill files and around 800 lines of descriptions. Then I let it use these agent skills to review itself. Boom, it cut itself down to 70 lines of clean, solid instructions.
Anthropic is using Claude Code + Opus 4.5 to write 100% of the code they have shipped over the last two months. Agents are now writing code you used to write. Use Claude to review every PR with fresh context for the best results.
This is cool, Infact i was just exploring Agent-Browser and testing it with claude code! Will check it with kernel next