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AI Dependence Terrifies Techie: "I Can't Defend My Own Code" After 3 Years
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News18•03-10-2026, 11:52
AI Dependence Terrifies Techie: "I Can't Defend My Own Code" After 3 Years
- •A software engineer with three years of experience confessed on X about his increasing dependence on AI for coding, leading to a viral discussion among developers.
- •He admitted struggling to understand the architecture and implementation of code generated by AI tools, especially for complex, end-to-end assignments.
- •The techie expressed anxiety during code reviews, unable to explain his implementations without AI assistance, and felt his critical-thinking abilities had weakened.
- •He described his AI reliance as a "crutch became the wheelchair," making him feel "useless, fraudulent, and terrifyingly replaceable."
- •The post sparked diverse reactions, with some suggesting AI for self-critique and learning, while others recommended returning to traditional learning methods and books.
Key Questions Answered
A software engineer admitted that three years of heavy AI dependence left them struggling to understand or defend the architecture and code generated for their projects during code reviews, making them feel like a replaceable fraud.
The software engineer workflow involves feeding project requirements directly into Claude, accepting the generated output, and pushing changes without fully comprehending the underlying implementation.
Fellow developers suggested returning to traditional learning methods by reading books on system design, backend engineering, and software architecture, while using AI deliberately to analyze code snippet by snippet before raising a pull request.
