Developers need AI soft skills

Short summary

Developers need 'AI soft skills' beyond prompting tricks: test scenarios beforehand, provide comprehensive context about business rules and constraints, and think deeply about system impacts. Engineering attention and clear scope definition become more critical as AI handles implementation—communication matters more than raw coding speed.

• •Test edge cases before prompting—it's your safety net against hidden side effects
• •Provide full context (constraints, dependencies, architectural patterns) instead of vague requests
• •Engineering thinking matters more with AI, not less—proper scope and communication are key

Generated with AI, which can make mistakes.