Karpathy drops core rules for agentic workflows

Karpathy is formalizing the "Vibe Coding" era into a repeatable engineering discipline that prioritizes orchestration over line-by-line prompting.

• –Moving from task-based help to feature-based delegation reduces human-in-the-loop latency
• –The "skill issue" mindset forces developers to treat prompt engineering as a rigorous hyperparameter tuning process
• –Autonomous loops, like his 630-line `autoresearch` script, demonstrate the potential for agents to run massive experiments with zero supervision
• –Instructions are now source code (Markdown-based "standing orders") that define the operational boundaries of the agent organization