The Discipline Is the Product

📰 Medium · AI

Learn to apply discipline in building AI systems by consistently using four key lenses to filter out mistakes and ensure you're creating something truly needed

intermediate Published 24 Apr 2026
Action Steps
  1. Apply the four lenses to filter out mistakes in AI system development
  2. Strip jobs off the LLM until it's doing one thing well
  3. Determine where judgment belongs in the system
  4. Build something someone actually needs
Who Needs to Know This

AI engineers and product managers can benefit from this approach to build effective AI systems that meet real needs

Key Insight

💡 Consistently applying the four lenses is crucial to building a working AI system

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💡 Apply discipline to AI development with 4 key lenses: filter mistakes, strip LLM jobs, determine judgment, and build something needed
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