I use codex exec a lot, but it struggles with its built-in telemetry support, which is insufficient for debugging and optimization.
codex-plus provides a CLI entry point that mirrors the codex exec interface but is implemented on top of the TypeScript SDK (@openai/codex-sdk).
It exports the full session log to a remote OpenTelemetry collector after each run which can then be debugged and optimized through codex-plus-log-viewer.