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How to become a 10x ramble-coder

TLDR Covered by 2 sources

The author argues that speaking to AI code assistants rather than typing prompts—what Andrej Karpathy calls "ramble sessions"—preserves more of the reasoning and nuance behind decisions, allowing the agent to understand the user's priorities and constraints. The approach yields fewer follow-up prompts and better outputs because the AI captures uncertainties, emotions, and trade-offs that typed prompts flatten into lists. Users can amplify this by rambling with coworkers, recording conversations, and transcribing them with Whisper before feeding them to the code assistant as a single context blob.

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