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Vibe Coding: Pairing vs. Delegation

  • In the Vibe Coding Handbook, a spectrum of coding modalities with GenAI is described, ranging from 'pairing' to 'delegating.'
  • 'Pairing' involves working closely with the AI like in pair programming with a unique dynamic similar to working with a skilled AI architect.
  • Conversely, 'delegating' entails instructing the AI with minimal human interaction, suitable for low-novelty tasks with proven AI success.
  • Frequency of reporting and feedback varies based on task novelty, past experience, skill level, and task impact.
  • The concept of 'extreme delegation' is explored, drawing parallels to military command styles, notably naval command during the Napoleonic Wars.
  • Historical examples like Captain Jack Aubrey’s mission orders and Captain Ferreira's authority on the 'Black Ship' exhibit high levels of autonomy and trust.
  • ChatGPT speculates on Captain Ferreira's potential orders, highlighting the strategic and concise nature of mission directives.
  • The importance of understanding task novelty, past experience, skill level, task impact, and reporting frequency in AI delegation is emphasized.
  • Guidelines for AI delegation scenarios are provided, distinguishing between full delegation, guided delegation, active pairing, and expert consultation.
  • Signs that indicate excessive AI autonomy include scope creep, unfamiliar code patterns, deep nesting, performance degradation, and unexpected codebase changes.

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