Critical Thinking Habits for Coding with AI | 1.98 MB
Title: Critical Thinking Habits for Coding with AI (for Duc ka)
Author: Andrew Stellman
Description:
Many developers and teams are discovering a frustrating paradox: AI tools that promise to accelerate development are creating unexpected challenges. The Sens-AI Framework offers five practical habits that help developers break through these barriers: Context, Research, Problem Framing, Refining, and Critical Thinking. Developed through real-world training with engineers struggling with these exact challenges, these habits help teams maintain design judgment and code quality while leveraging AI’s speed. This report provides case studies, practical checklists, and coaching prompts for team leads, educators, and professional developers who need AI to deliver sustainable productivity-not just in demos but in real production work.
Many developers and teams are discovering a frustrating paradox: AI tools that promise to accelerate development are creating unexpected challenges. The Sens-AI Framework offers five practical habits that help developers break through these barriers: Context, Research, Problem Framing, Refining, and Critical Thinking. Developed through real-world training with engineers struggling with these exact challenges, these habits help teams maintain design judgment and code quality while leveraging AI’s speed. This report provides case studies, practical checklists, and coaching prompts for team leads, educators, and professional developers who need AI to deliver sustainable productivity-not just in demos but in real production work.
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