sdk/python: use standalone codex-app-server runtime

sdk/python/docs/faq.md

@@ -54,13 +54,13 @@ This avoids duplicate ways to do the same operation and keeps behavior explicit.
 
 Common causes:
 
-- published runtime package (`openai-codex-cli-bin`) is not installed
-- local `codex_bin` override points to a missing file
+- published runtime package (`openai-codex-app-server-bin`) is not installed
+- local `app_server_bin` override points to a missing file
 - local auth/session is missing
 - incompatible/old app-server
 
 Maintainers stage releases by building the SDK once and the runtime once per
-platform with the same pinned runtime version. Publish `openai-codex-cli-bin` as
+platform with the same pinned runtime version. Publish `openai-codex-app-server-bin` as
 platform wheels only; do not publish an sdist:
 
 ```bash
@@ -72,8 +72,8 @@ python scripts/update_sdk_artifacts.py \
   --runtime-version 1.2.3
 python scripts/update_sdk_artifacts.py \
   stage-runtime \
-  /tmp/codex-python-release/openai-codex-cli-bin \
-  /path/to/codex \
+  /tmp/codex-python-release/openai-codex-app-server-bin \
+  /path/to/codex-app-server \
   --runtime-version 1.2.3
 ```
 

sdk/python/docs/getting-started.md

@@ -18,7 +18,7 @@ Requirements:
 
 - Python `>=3.10`
 - uv
-- installed `openai-codex-cli-bin` runtime package, or an explicit `codex_bin` override
+- installed `openai-codex-app-server-bin` runtime package, or an explicit `app_server_bin` override
 - local Codex auth/session configured
 
 ## 2) Run your first turn (sync)
@@ -40,7 +40,7 @@ with Codex() as codex:
 
 What happened:
 
-- `Codex()` started and initialized `codex app-server`.
+- `Codex()` started and initialized `codex-app-server`.
 - `thread_start(...)` created a thread.
 - `thread.run("...")` started a turn, consumed events until completion, and returned the final assistant response plus collected items and usage.
 - `result.final_response` is `None` when no final-answer or phase-less assistant message item completes for the turn.