Waterfall project completion (finishing the entire task at once before showing output) is inferior to agile completion (breaking tasks into small compartmentalized buckets with checkpoints and iterative review); people are extremely susceptible to using AI agents in waterfall manner despite agile being better.

causalpending

Speaker

Unidentified Speaker — Stop Prompting Claude. Use Karpathy's Method Instead. [7zZy1QTvokM]

Evidence Quote

And people are extremely susceptible to using AI agents in a waterfall manner because they want to give them everything to do at once. The better move is agile specking.

Source

Stop Prompting Claude. Use Karpathy's Method Instead.Austin Marchese
Created: 8/13/2026, 9:47:36 AM

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