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Codex

Configure Codex to use agentgateway running in Kubernetes

Configure Codex, the AI coding tool by OpenAI, to route requests through agentgateway running in Kubernetes.

Before you begin

  1. Set up an agentgateway proxy.
  2. Set up access to the OpenAI LLM provider.
  3. Install either the Codex CLI or the ChatGPT desktop app.

Set the gateway URL

The installation quickstart sets INGRESS_GW_ADDRESS to the Gateway address. Set the Codex base URL from that value. The /v1 suffix is required because Codex sends Responses API requests to /v1/responses.

export AGENTGATEWAY_BASE_URL="http://${INGRESS_GW_ADDRESS}/v1"
For a TLS-enabled gateway, set AGENTGATEWAY_BASE_URL to its HTTPS URL ending in /v1.

Verify gateway connectivity

Follow Step 4 of the OpenAI quickstart to verify that the configured Gateway can reach the LLM provider.

Connect Codex to agentgateway

Codex CLI

Point Codex at agentgateway through one of the following methods.

To override the base URL for a single run, set model_provider and the provider’s name and base_url (the -c values are TOML).

codex -c 'model_provider="agentgateway"' \
  -c 'model_providers.agentgateway.name="OpenAI via agentgateway"' \
  -c "model_providers.agentgateway.base_url=\"${AGENTGATEWAY_BASE_URL}\"" \
  -c 'model_providers.agentgateway.wire_api="responses"'

Verify the CLI connection

  1. Send a test prompt through agentgateway. For the profile configuration, include the profile name:

    codex --profile agentgateway "Hello"
  2. Verify that the request appears in the agentgateway proxy logs.

    kubectl logs deployment/agentgateway-proxy -n agentgateway-system --since=5m \
      | grep 'http.path=/v1/responses' \
      | tail -n 5

    A successful entry has http.status=200 and http.path=/v1/responses.

This configuration was tested with codex-cli 0.144.4.

For more configuration options, see the Codex CLI documentation.

Codex in the ChatGPT Desktop App

Codex is available in the ChatGPT desktop app. To use the same provider configuration with the app, back up and replace the user-level configuration, then restart the ChatGPT desktop app:

cp ~/.codex/config.toml ~/.codex/config.toml.bak
cat > ~/.codex/config.toml <<EOF
model_provider = "agentgateway"

[model_providers.agentgateway]
name = "OpenAI via agentgateway"
base_url = "${AGENTGATEWAY_BASE_URL}"
wire_api = "responses"
EOF

To edit the file through the app instead, open Settings > Configuration > Open config.toml and apply the same provider configuration.

Verify the app connection

  1. Send a task from Codex in the ChatGPT desktop app.

  2. Verify that the request appears in the agentgateway proxy logs.

    kubectl logs deployment/agentgateway-proxy -n agentgateway-system --since=5m \
      | grep 'http.path=/v1/responses' \
      | tail -n 5

    A successful entry has http.status=200 and http.path=/v1/responses.

This configuration was tested with ChatGPT desktop app version 26.707.72221.

For more information, see the Codex app documentation and Codex configuration basics.

Codex also probes /v1/models to discover model metadata. Until agentgateway issue #1462 adds a gateway-generated model list, Codex may warn that model metadata is not found. That warning does not prevent /v1/responses traffic from routing.

Next steps

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