# AI Made Writing Code Cheap.. Operational Judgment Became Expensive.

📰 Medium · Programming

Learn how AI's impact on coding costs highlights the increasing value of operational judgment in software development

intermediate Published 18 May 2026
Action Steps
  1. Analyze your team's code changes to identify potential issues
  2. Evaluate the trade-offs between automated coding and human judgment
  3. Develop strategies to prioritize and invest in operational judgment
  4. Assess the ROI of AI-powered coding tools versus human expertise
  5. Implement processes to ensure that AI-driven code is reviewed and validated by humans
Who Needs to Know This

Developers, product managers, and technical leads can benefit from understanding the shift in costs and priorities in software development, as AI changes the landscape of coding and operational decision-making

Key Insight

💡 As AI reduces the cost of writing code, the value of human operational judgment in software development increases

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🚨 AI made coding cheaper, but operational judgment just got expensive 🚨
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