Agentic code generation can lead to feelings of losing control over the coding process. Writing code with AI assistance may result in outward signs of completion without engaging the same internal cognitive processes as manual coding.

Agentic coding promotes the idea that humans should primarily orchestrate AI-driven coding processes rather than write code themselves. Spec Driven Development (SDD) emphasizes generating plans while AI agents manage implementation, positioning humans as reviewers and quality controllers.