You Cannot Outsource Understanding
The blog post argues that relying on external tools, workflows, or other people to handle understanding of complex systems for you is ineffective. True comprehension requires direct engagement and personal investment; it cannot be delegated or outsourced without losing depth and the ability to make sound judgments.
Background
- The essay argues that using AI coding assistants (like Copilot, Cursor, Claude) to generate code without fully understanding it creates long-term risks: brittle systems, invisible debt, and erosion of the developer's own mental model.
- "Outsourcing understanding" means relying on an LLM to produce working code while skipping the cognitive work of learning why it works — a pattern the author sees as increasingly common in professional engineering.
- The piece is part of a growing critique from experienced developers who warn that AI code generation can mask skill atrophy, especially for junior engineers who miss the struggle that builds deep knowledge.
- The author (peril.lol) writes from a software-engineering craft perspective, not an anti-AI stance; the concern is about *how* these tools are used, not whether they exist.