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Prompts are technical debt too

3 hours ago
  • Prompts are a form of technical debt that can silently degrade as models are updated.
  • Carefully crafted prompts for one model may become obsolete or harmful with the next model release.
  • Unlike code, prompt degradation often goes unnoticed because model capabilities are hard to measure.
  • Most users should rely on maintained AI coding tools with minimal custom configuration to benefit from ongoing prompt tuning.
  • When writing AGENTS.md files, avoid behavior steering and focus on concrete project facts; regularly review and delete unneeded prompts.