Stop Prompting. Start Engineering Perception.

📰 Dev.to · Serhii Panchyshyn

Learn to prioritize engineering perception over prompting for better agent performance in AI systems

intermediate Published 13 Apr 2026
Action Steps
  1. Identify the limitations of prompting in AI systems
  2. Focus on engineering perception to improve agent performance
  3. Rename and reorganize functions to increase accuracy
  4. Prioritize visibility and clarity in system design
  5. Test and refine the system to reduce hallucinations
Who Needs to Know This

Developers and AI engineers can benefit from this approach to improve agent quality and reduce hallucinations

Key Insight

💡 Agent quality depends on what the model can see, not how clever the prompt is

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Ditch the magic spells! Prioritize engineering perception over prompting for better #AI agent performance #LLM #WebDev
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