> you spent 400 hours fighting your AI agent > got 0 elegant solutions, 100 bloated files > meanwhile some dev dropped a single .md file into their workspace > he doesn't write prompts. he doesn't fix syntax errors. > he distilled 20 years of Andrej Karpathy's experience into 4 simple rules > told the neural network to stop "thinking" and start executing > think before coding. simplicity first. surgical changes. goal-driven execution. > the agent tests its own code and fixes its own bugs before handing it over > it's writing cleaner code today than the day he installed it > you spent that same year manually fixing the AI's mistakes > the codebase never asked for your endless refactoring > it asked who is controlling the agent and who isn't > he was controlling the agent > you were arguing with a language model