David Abram reflects on the limitations of LLMs in software development, emphasizing that the hardest parts of the job involve system understanding, debugging, architecture design, and decision-making—areas where AI cannot replace human judgment. He argues that LLMs can assist with code generation but lack true understanding, context retention, and the ability to make meaningful choices. The core value of developers lies in knowing what to build and why, not just writing code.
Background
As AI-assisted programming tools become more prevalent, there is ongoing debate about the role of LLMs in software development and whether they can replace core engineering skills. David Abram's perspective adds to this discussion by highlighting the enduring importance of human judgment in complex software tasks.
- Source
- Simon Willison
- Published
- Mar 24, 2026 at 02:56 AM
- Score
- 5.0 / 10