Support custom OTEL resource attributes #30987

What variant of Codex are you using?

App

What feature would you like to see?

Problem
Codex's OTEL config lets you set environment, span_attributes (per-span), and exporter targets, but there's no way to attach custom resource-level attributes to the telemetry Codex emits. Resource attributes apply to every signal (logs, traces, and metrics) coming from a process, and are the standard OTEL mechanism for tagging where telemetry came from — deployment tier, team ownership, data classification, cost-center, etc. — as opposed to span_attributes, which describe individual spans.

Today the only resource attributes Codex sets are the built-ins: service.name, service.version, env, and (for logs) host.name. Operators running Codex across multiple teams/environments/security tiers have no way to distinguish that telemetry downstream (e.g. in their OTEL collector or backend) without external correlation.

Proposed solution
Add a resource_attributes map to [otel] config that is merged into the resource for all three signal types, without being able to override the built-in attributes:

[otel]
environment = "prod"
exporter = "otlp-http"

[otel.resource_attributes]
"deployment.security.info_classification" = "secret"
"deployment.team.name" = "codex"

This would resolve to a BTreeMap<String, String> on OtelConfig, threaded through OtelSettings, and merged into the Resource built for the logs/traces provider and the metrics MeterProvider. Built-in keys (service.name, service.version, env, host.name) would take precedence over user-supplied values with the same key, so a misconfigured resource_attributes entry can't spoof or corrupt the attributes Codex relies on for its own telemetry pipeline.

Implementation outline
I have a working implementation and I'm happy to open a PR if the team is interested:

codex-rs/config/src/types.rs — resource_attributes: Option<BTreeMap<String, String>> on OtelConfigToml / OtelConfig
codex-rs/core/config.schema.json — schema entry for the new field
codex-rs/core/src/config/otel.rs, codex-rs/core/src/otel_init.rs — resolve and thread the field through to OtelSettings
codex-rs/otel/src/resource_attributes.rs (new) — shared build_resource_attributes() helper used by both the metrics client and the logs/traces provider, which inserts built-ins first and filters user-supplied keys that collide with them
codex-rs/otel/README.md — documents the new field
Test coverage: a config round-trip test in codex-core, a unit test on the merge/override-protection logic, and an integration test against an in-memory metrics exporter confirming the resource is actually populated on export

Additional information

No response