The Learning Loop and LLMs: Why AI Cannot Replace Understanding in Software Development

The Learning Loop and LLMs

TLDR: Despite the productivity promises of LLMs, software development remains fundamentally a learning activity. AI can accelerate setup and boilerplate generation, but it cannot replace the hands-on experimentation and contextual understanding that transform fragmented knowledge into durable expertise. The tools that generate code fastest often create the steepest maintenance cliffs.

The Learning Loop and LLMs