The challenge with AI-generated code lacking reproducibility, meaning AI may generate different codes for the same task each time, affecting the relationship with the code and missing important aspects of software development like refinement and correction.

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#codingwithai #aicode #claudecode #softwareengineering #softwaredevelopment

Continuous Delivery

AI code generation fundamentally differs from human coding by lacking reproducibility—asking an LLM to generate the same code twice produces different implementations each time. This non-deterministic approach means refinements and improvements don't carry forward; the AI rewrites everything from scratch. This mirrors past failed attempts to simplify programming by treating code creation as a one-time event rather than an iterative process of refinement based on evolving user needs.

Why I don’t trust AI code yet 🚩