Zig creator Andrew Kelley shares insights on detecting LLM-assisted code contributions, noting that human errors differ fundamentally from AI hallucinations and that agentic coding leaves a recognizable 'digital smell'. He uses the analogy of smokers to describe how those familiar with manual coding can spot AI-assisted work. The comments reflect ongoing discussions about AI tool usage in software development.
Background
As AI-assisted coding becomes more prevalent, developers are discussing how to identify and evaluate code contributions that may be generated or assisted by large language models. Andrew Kelley is the creator of the Zig programming language and known for his strong opinions on software quality.
- Source
- Simon Willison
- Published
- May 1, 2026 at 05:24 AM
- Score
- 5.0 / 10