When Claude, Codex, and Gemini Disagree on the Same Code

A multi-model code review approach using Claude, Codex, and Gemini reveals frequent and meaningful disagreements, particularly on critical bugs like concurrency and null handling. These real-world differences highlight the value of cross-examining AI findings to catch subtle problems.