Apply Karpathy-inspired coding discipline when writing, reviewing, refactoring, debugging, or planning code changes in Codex. Use for tasks that need explicit assumptions, minimal implementations, surgical diffs, and verifiable success criteria; avoid using it for trivial one-line edits unless risk or ambiguity is present.
2026-04-28