Why Tutorial Hell Is Really a Comfort Problem, Not a Content Problem

A piece published on DEV Community argues that tutorials themselves are not the root cause of 'tutorial hell' — the real issue is the comfort they create by removing friction from the learning process. Tutorials eliminate the blank file, vague requirements, and messy debugging that actually build developer judgment, leaving learners with exposure to code but not ownership of decisions. The author notes that students can complete entire projects without making a single meaningful technical choice, since instructors handle stack selection, folder structure, data modeling, and error handling. This gap becomes apparent when learners close a tutorial and face a blank project, unable to translate watched solutions into independent problem-solving. The argument extends to AI-generated code, warning that without the ability to reason about features and evaluate output, AI tools can deepen the same dependency that tutorials create.