Unix\u30bd\u30b1\u30c3\u30c8\u3084WebSocket\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6b21\u306e2\u3064\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5225\u3005\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u5b9f\u884c\u3059\u308b\u3068\u3001WebSocket\u3067\u5f85\u3061\u53d7\u3051\u308bApp Server\u3078Codex CLI\u304b\u3089\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n
bash<\/div>\n
\r\ncodex app-server --listen ws:\/\/127.0.0.1:4500\r\ncodex --remote ws:\/\/127.0.0.1:4500\r\n<\/code><\/pre>\nCodex CLI\u3068\u81ea\u4f5c\u30a2\u30d7\u30ea\u306f\u3001\u3069\u3061\u3089\u3082App Server\u306b\u63a5\u7d9a\u3059\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u306a\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306fApp Server\u30b3\u30de\u30f3\u30c9\u3068WebSocket\u63a5\u7d9a\u3092\u5b9f\u9a13\u7684\u304b\u3064\u672c\u756a\u975e\u30b5\u30dd\u30fc\u30c8\u3068\u3057\u3066\u3044\u307e\u3059\u3002stdio\u3092\u9078\u3093\u3060\u3060\u3051\u3067\u672c\u756a\u5229\u7528\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n
Codex App Server\u306e\u4ed5\u7d44\u307f\uff1aThread\u30fbTurn\u30fbItem<\/h3>\n
\u901a\u4fe1\u306b\u306f\u3001JSON\u3067\u30e1\u30bd\u30c3\u30c9\u547c\u3073\u51fa\u3057\u3068\u5fdc\u7b54\u3092\u3084\u308a\u53d6\u308a\u3059\u308bJSON-RPC 2.0\u306b\u6cbf\u3063\u305f\u5f62\u5f0f\u3092\u4f7f\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5404\u30e1\u30c3\u30bb\u30fc\u30b8\u306ejsonrpc\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u7701\u7565\u3057\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u306f method<\/span>\u30fbparams<\/span>\u30fbid<\/span> \u3092\u6301\u3061\u3001\u5fdc\u7b54\u306f\u540c\u3058 id<\/span> \u3092\u8fd4\u3057\u3001\u901a\u77e5\u306f id<\/span> \u3092\u6301\u3061\u307e\u305b\u3093\u3002<\/p>\n\u4f1a\u8a71\u5168\u4f53\u30011\u56de\u306e\u6307\u793a\u306b\u5bfe\u3059\u308b\u51e6\u7406\u3001\u305d\u306e\u4e2d\u3067\u751f\u3058\u308b\u5165\u51fa\u529b\u3092\u3001\u6b21\u306e3\u3064\u306b\u5206\u3051\u3066\u6271\u3044\u307e\u3059\u3002<\/p>\n
\n\n| \u5358\u4f4d<\/th>\n | \u610f\u5473<\/th>\n | \u5bfe\u5fdc\u3059\u308b\u30e1\u30bd\u30c3\u30c9\u30fb\u901a\u77e5\u306e\u4f8b<\/th>\n<\/tr>\n |
\n| Thread<\/td>\n | \u30e6\u30fc\u30b6\u30fc\u3068Codex\u306e\u4f1a\u8a711\u672c\u3002\u8907\u6570\u306eTurn\u3092\u542b\u3080<\/td>\n | thread\/start<\/span>\u3001thread\/resume<\/span>\u3001thread\/fork<\/span><\/td>\n<\/tr>\n\n| Turn<\/td>\n | \u30e6\u30fc\u30b6\u30fc\u306e\u6307\u793a\u3092\u53d7\u3051\u3066\u304b\u3089\u3001\u305d\u306e\u6307\u793a\u3078\u306e\u51e6\u7406\u304c\u5b8c\u4e86\u3059\u308b\u307e\u3067\u306e\u5358\u4f4d<\/td>\n | turn\/start<\/span>\u3001turn\/interrupt<\/span>\u3001turn\/steer<\/span><\/td>\n<\/tr>\n\n| Item<\/td>\n | Turn\u306e\u4e2d\u306b\u7a4d\u307e\u308c\u308b\u5165\u51fa\u529b\u306e\u6700\u5c0f\u5358\u4f4d<\/td>\n | item\/started<\/span>\u3001item\/completed<\/span>\u3001item\/agentMessage\/delta<\/span><\/td>\n<\/tr>\n<\/table>\n Item\u306b\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u8a00\u4ee5\u5916\u306e\u4f5c\u696d\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u63a8\u8ad6\u3001\u30b7\u30a7\u30eb\u30b3\u30de\u30f3\u30c9\u306e\u5b9f\u884c\u3001\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u3001MCP\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001Web\u691c\u7d22\u3001\u30ec\u30d3\u30e5\u30fc\u30e2\u30fc\u30c9\u306e\u958b\u59cb\u3068\u7d42\u4e86\u306a\u3069\u304c\u3001\u305d\u308c\u305e\u308cItem\u306e\u4e00\u7a2e\u3068\u3057\u3066\u5c4a\u304d\u307e\u3059\u30020.154.0\u306e\u30b9\u30ad\u30fc\u30de\u3067\u306f19\u7a2e\u985e\u306eItem\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n ![\"Thread\u304cTurn\u3092\u542b\u307f\u3001Turn\u304cItem\u3092\u7a4d\u307f\u4e0a\u3052\u308b\u968e\u5c64\"](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-thread-turn-item.png\") <\/p>\n
Thread\u306e\u4e2d\u306bTurn\u304c\u4e26\u3073\u3001Turn\u306e\u4e2d\u306b\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u3084\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u3092\u542b\u3080Item\u304c\u7a4d\u307e\u308c\u308b<\/div>\n \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u3067\u306f\u3001\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u3084\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u306a\u3069\u306e\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u53d6\u308a\u3001\u4f5c\u696d\u306e\u9032\u307f\u5177\u5408\u3092\u8868\u793a\u3067\u304d\u307e\u3059\u3002\u6700\u7d42\u56de\u7b54\u3092\u5f85\u3064\u9593\u3082\u3001\u5229\u7528\u8005\u304c\u73fe\u5728\u306e\u51e6\u7406\u3092\u628a\u63e1\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n \u5229\u7528\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30b9\u30ad\u30fc\u30de\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n\u30e1\u30bd\u30c3\u30c9\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u5b9a\u7fa9\u3092\u307e\u3068\u3081\u305f\u30b9\u30ad\u30fc\u30de\u306f\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u51fa\u529b\u5185\u5bb9\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bCodex\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n bash<\/div>\n \r\ncodex app-server generate-json-schema --out .\/schema\r\ncodex app-server generate-ts --out .\/ts\r\n<\/code><\/pre>\n0.154.0\u3067\u751f\u6210\u3057\u305f\u30b9\u30ad\u30fc\u30de\u3067\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u547c\u3079\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u304c99\u7a2e\u985e\u3001\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u306e\u901a\u77e5\u304c81\u7a2e\u985e\u3001\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c10\u7a2e\u985e\u3042\u308a\u307e\u3057\u305f\u3002\u30b5\u30fc\u30d0\u30fc\u767a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u306f\u3001\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u3084\u30d5\u30a1\u30a4\u30eb\u5909\u66f4\u306e\u627f\u8a8d\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30a2\u30d7\u30ea\u5074\u3067\u627f\u8a8d\u753b\u9762\u3092\u8868\u793a\u3057\u3001\u5229\u7528\u8005\u306e\u5224\u65ad\u3092\u8fd4\u3059\u969b\u306b\u4f7f\u3044\u307e\u3059\u3002<\/p>\n Codex App Server\u3092Python\u304b\u3089\u4f7f\u3046\u624b\u9806<\/h3>\nPython\u304b\u3089App Server\u3092\u5b50\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u8d77\u52d5\u3057\u3001\u6a19\u6e96\u5165\u51fa\u529b\u3067JSON\u3092\u9001\u53d7\u4fe1\u3057\u307e\u3059\u3002Codex\u7528\u306e\u8ffd\u52a0SDK\u306f\u4e0d\u8981\u3067\u3059\u3002\u6700\u5c0f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306fPython\u306e\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u3060\u3051\u3067\u52d5\u304d\u3001\u5f8c\u534a\u306eWeb\u30a2\u30d7\u30ea\u3067\u306fFlask\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n 1. \u5b9f\u884c\u74b0\u5883\u3068\u30d5\u30a1\u30a4\u30eb\u3092\u6e96\u5099\u3059\u308b<\/h4>\n\u5b9f\u884c\u74b0\u5883\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n \n\n| \u6e96\u5099\u3059\u308b\u3082\u306e<\/th>\n | \u6761\u4ef6<\/th>\n<\/tr>\n | \n| Codex CLI<\/td>\n | \u672c\u8a18\u4e8b\u3067\u306f0.154.0\u3092\u4f7f\u7528\u3002codex –version\u3067\u78ba\u8a8d<\/td>\n<\/tr>\n | \n| Python<\/td>\n | 3.10\u4ee5\u4e0a<\/td>\n<\/tr>\n | \n| uv<\/td>\n | Python\u74b0\u5883\u3068\u4f9d\u5b58\u95a2\u4fc2\u306e\u7ba1\u7406\u306b\u4f7f\u7528<\/td>\n<\/tr>\n | \n| Codex\u306e\u8a8d\u8a3c<\/td>\n | \u540c\u3058\u5b9f\u884c\u30e6\u30fc\u30b6\u30fc\u3067codex login\u304c\u5b8c\u4e86\u3057\u3066\u3044\u308b\u3053\u3068<\/td>\n<\/tr>\n | \n| \u5bfe\u8c61\u30ea\u30dd\u30b8\u30c8\u30ea<\/td>\n | \u8abf\u67fb\u5bfe\u8c61\u306e\u30ed\u30fc\u30ab\u30ebGit\u30ea\u30dd\u30b8\u30c8\u30ea\u3002\u30ec\u30d3\u30e5\u30fc\u4f8b\u3067\u306f\u672a\u30b3\u30df\u30c3\u30c8\u5909\u66f4\u3082\u5fc5\u8981<\/td>\n<\/tr>\n<\/table>\n2. \u63a5\u7d9a\u3092\u521d\u671f\u5316\u3057\u3066\u30b9\u30ec\u30c3\u30c9\u3092\u4f5c\u308b<\/h4>\n\u901a\u4fe1\u306f\u3001\u6b21\u306e\u9806\u5e8f\u3067\u9032\u307f\u307e\u3059\u3002<\/p>\n \n- \n codex app-server\u3092\u5b50\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u8d77\u52d5\u3057\u307e\u3059\u3002\n <\/li>\n
- \n initialize\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308a\u3001\u5fdc\u7b54\u3092\u53d7\u3051\u3066initialized\u901a\u77e5\u3092\u9001\u308a\u307e\u3059\u3002\n <\/li>\n
- \n thread\/start\u3067\u4f1a\u8a71\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\n <\/li>\n
- \n turn\/start\u3067\u6307\u793a\u3092\u9001\u308a\u3001\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n <\/li>\n
- \n turn\/completed\u3067\u51e6\u7406\u7d50\u679c\u306e\u72b6\u614b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n <\/li>\n<\/ol>\n
\u63a5\u7d9a\u76f4\u5f8c\u306b initialize<\/span> \u30ea\u30af\u30a8\u30b9\u30c8\u3068 initialized<\/span> \u901a\u77e5\u3092\u9001\u308b\u306e\u304c\u5fc5\u9808\u3067\u3001\u3053\u306e\u624b\u9806\u3092\u98db\u3070\u3059\u3068\u4ee5\u964d\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306f\u300cNot initialized\u300d\u3067\u62d2\u5426\u3055\u308c\u307e\u3059\u3002<\/p>\ncodex_client.py<\/div>\n \r\n"""codex app-server \u3092\u5b50\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u8d77\u52d5\u3057\u3001JSON-RPC\u3067\u5bfe\u8a71\u3059\u308b\u6700\u5c0f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3002"""\r\n\r\nimport json\r\nimport subprocess\r\nimport threading\r\nimport time\r\nfrom queue import Queue\r\n\r\n\r\nclass CodexAppServer:\r\n def __init__(self, cwd: str):\r\n self.cwd = cwd\r\n self.proc = subprocess.Popen(\r\n ["codex", "app-server"],\r\n stdin=subprocess.PIPE,\r\n stdout=subprocess.PIPE,\r\n stderr=subprocess.DEVNULL,\r\n text=True,\r\n bufsize=1,\r\n )\r\n self.events: Queue = Queue()\r\n self._results: dict = {}\r\n self._next_id = 0\r\n threading.Thread(target=self._read_loop, daemon=True).start()\r\n\r\n def _read_loop(self) -> None:\r\n for line in self.proc.stdout:\r\n line = line.strip()\r\n if not line:\r\n continue\r\n message = json.loads(line)\r\n if "method" in message:\r\n self.events.put(message) # \u30b5\u30fc\u30d0\u304b\u3089\u306e\u901a\u77e5\r\n else:\r\n self._results[message["id"]] = message # \u30ea\u30af\u30a8\u30b9\u30c8\u3078\u306e\u5fdc\u7b54\r\n\r\n def _send(self, method: str, params: dict, request_id: int | None = None) -> None:\r\n message = {"method": method, "params": params}\r\n if request_id is not None:\r\n message["id"] = request_id\r\n self.proc.stdin.write(json.dumps(message) + "\\n")\r\n self.proc.stdin.flush()\r\n\r\n def call(self, method: str, params: dict | None = None, timeout: float = 120.0) -> dict:\r\n self._next_id += 1\r\n request_id = self._next_id\r\n self._send(method, params or {}, request_id)\r\n deadline = time.time() + timeout\r\n while time.time() < deadline:\r\n if request_id in self._results:\r\n message = self._results.pop(request_id)\r\n if "error" in message:\r\n raise RuntimeError(f"{method}: {message['error']['message']}")\r\n return message["result"]\r\n time.sleep(0.05)\r\n raise TimeoutError(method)\r\n\r\n def initialize(self) -> dict:\r\n client_info = {"name": "techfun_demo", "title": "Tech Fun Demo", "version": "0.1.0"}\r\n info = self.call("initialize", {"clientInfo": client_info})\r\n self._send("initialized", {})\r\n return info\r\n\r\n def start_thread(self) -> dict:\r\n params = {"cwd": self.cwd, "approvalPolicy": "never", "sandbox": "read-only"}\r\n return self.call("thread\/start", params)["thread"]\r\n\r\n def close(self) -> None:\r\n self.proc.terminate()\r\n<\/code><\/pre>\n\u3053\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u547c\u3073\u51fa\u3057\u3078\u306e\u5fdc\u7b54\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u5c4a\u304f\u30a4\u30d9\u30f3\u30c8\u3092\u632f\u308a\u5206\u3051\u307e\u3059\u3002\u901a\u77e5\u306b\u306fmethod\u3068params\u304c\u542b\u307e\u308c\u3001id\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b5\u30fc\u30d0\u30fc\u767a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u306fid\u3082\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3053\u306e\u4f8b\u306f\u627f\u8a8d\u3092\u6c42\u3081\u306a\u3044\u8a2d\u5b9a\u306e\u305f\u3081\u3001\u305d\u306e\u5fdc\u7b54\u51e6\u7406\u306f\u5b9f\u88c5\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n 3. \u6307\u793a\u3092\u9001\u308a\u3001\u5b9f\u884c\u30a4\u30d9\u30f3\u30c8\u3092\u8868\u793a\u3059\u308b<\/h4>\nhello_appserver.py\u3067\u306f\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u69cb\u6210\u3092\u8aac\u660e\u3059\u308b\u3088\u3046\u6307\u793a\u3057\u307e\u3059\u3002\u53d7\u4fe1\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u304b\u3089\u3001\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3084\u56de\u7b54\u6587\u3092\u53d6\u308a\u51fa\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n hello_appserver.py<\/div>\n \r\n"""App Server\u3078\u6700\u521d\u306e1\u30bf\u30fc\u30f3\u3092\u6295\u3052\u3001\u8fd4\u3063\u3066\u304f\u308b\u30a4\u30d9\u30f3\u30c8\u3092\u305d\u306e\u307e\u307e\u8868\u793a\u3059\u308b\u3002"""\r\n\r\nimport sys\r\n\r\nfrom codex_client import CodexAppServer\r\n\r\nPROMPT = "\u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u69cb\u6210\u30921\u884c\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002"\r\n\r\n\r\ndef main() -> None:\r\n cwd = sys.argv[1] if len(sys.argv) > 1 else "."\r\n codex = CodexAppServer(cwd)\r\n\r\n info = codex.initialize()\r\n print(f"userAgent : {info['userAgent']}")\r\n print(f"codexHome : {info['codexHome']}")\r\n\r\n thread = codex.start_thread()\r\n print(f"threadId : {thread['id']}")\r\n print(f"session : {thread['path']}\\n")\r\n\r\n codex.call("turn\/start", {"threadId": thread["id"], "input": [{"type": "text", "text": PROMPT}]})\r\n\r\n while True:\r\n event = codex.events.get()\r\n method, params = event["method"], event.get("params", {})\r\n if method in ("item\/started", "item\/completed"):\r\n item = params["item"]\r\n print(f"[{method}] {item['type']}")\r\n if method == "item\/completed" and item["type"] == "agentMessage":\r\n print(f" -> {item['text']}")\r\n if method == "item\/completed" and item["type"] == "commandExecution":\r\n print(f" -> $ {item['command']} (exit={item['exitCode']})")\r\n elif method == "item\/agentMessage\/delta":\r\n print(params["delta"], end="", flush=True)\r\n elif method == "error":\r\n print(f"[error] {params['error']['message']}")\r\n elif method == "turn\/completed":\r\n print(f"\\n[turn\/completed] status={params['turn']['status']}")\r\n break\r\n\r\n codex.close()\r\n\r\n\r\nif __name__ == "__main__":\r\n main()\r\n<\/code><\/pre>\n\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u306e \/path\/to\/your\/repo<\/span> \u3092\u3001\u8abf\u67fb\u5bfe\u8c61\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30d1\u30b9\u306b\u7f6e\u304d\u63db\u3048\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002\u691c\u8a3c\u6642\u306fuserAgent\u3068codexHome\u306b\u7d9a\u304d\u3001\u30b9\u30ec\u30c3\u30c9ID\u3068\u4f5c\u696d\u30a4\u30d9\u30f3\u30c8\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\nbash<\/div>\n \r\nuv run python hello_appserver.py \/path\/to\/your\/repo\r\n<\/code><\/pre>\n![\"hello_appserver.py\u306e\u5b9f\u884c\u3067Thread\u306e\u6255\u3044\u51fa\u3057\u3068Item\u30a4\u30d9\u30f3\u30c8\u304c\u9806\u306b\u8868\u793a\u3055\u308c\u308b\u69d8\u5b50\"](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-screenshot-hello-events.png\") <\/p>\n
initialize\u306e\u5fdc\u7b54\u3001threadId\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u306b\u7d9a\u304d\u3001Codex\u306e\u4f5c\u696d\u304cItem\u30a4\u30d9\u30f3\u30c8\u3068\u3057\u3066\u6d41\u308c\u308b<\/div>\n turn\/start<\/span> \u306b\u6e21\u3059 input<\/span> \u306f\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002image<\/span>\u3001localImage<\/span>\u3001audio<\/span>\u3001localAudio<\/span> \u3092\u540c\u3058\u914d\u5217\u306b\u6df7\u305c\u3089\u308c\u308b\u305f\u3081\u3001\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3092\u6dfb\u3048\u3066\u6307\u793a\u3059\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3082\u4f5c\u308c\u307e\u3059\u3002<\/p>\n\u81ea\u4f5c\u30a2\u30d7\u30ea\u306e\u4f1a\u8a71\u3092Codex CLI\u3067\u518d\u958b\u3059\u308b<\/h3>\n\u81ea\u4f5c\u30a2\u30d7\u30ea\u3067\u958b\u59cb\u3057\u305f\u4f1a\u8a71\u306f\u3001\u540c\u3058\u4fdd\u5b58\u5148\u3092\u4f7f\u3046Codex CLI\u304b\u3089\u518d\u958b\u3067\u304d\u307e\u3059\u3002\u691c\u8a3c\u3067\u306f\u3001thread\/start\u306e\u5fdc\u7b54\u306b\u542b\u307e\u308c\u308bpath\u306b\u3001\u6b21\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u30d5\u30a1\u30a4\u30eb\u304c\u8fd4\u308a\u307e\u3057\u305f\u3002<\/p>\n text<\/div>\n \r\n\/home\/ubuntu\/.codex\/sessions\/2026\/09\/12\/rollout-2026-09-12T09-19-35-01a092fb-dfe8-7862-96ce-725df9e80dcd.jsonl\r\n<\/code><\/pre>\n\u4fdd\u5b58\u5148\u3068\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306f\u3001Codex CLI\u306e\u5bfe\u8a71\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u5171\u901a\u3067\u3059\u3002\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u306eID\u3092\u3001hello_appserver.py\u3067\u8868\u793a\u3055\u308c\u305fthreadId\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089\u4f1a\u8a71\u3092\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n bash<\/div>\n \r\ncodex resume 01a092fb-dfe8-7862-96ce-725df9e80dcd\r\n<\/code><\/pre>\n![\"\u81ea\u4f5c\u30a2\u30d7\u30ea\u304c\u4f5c\u6210\u3057\u305f\u30b9\u30ec\u30c3\u30c9\u3092codex](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-screenshot-codex-resume.png\") <\/p>\n
\u81ea\u4f5c\u30a2\u30d7\u30ea\u3067\u958b\u59cb\u3057\u305f\u30b9\u30ec\u30c3\u30c9\u306eID\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001Codex CLI\u304c\u540c\u3058\u4f1a\u8a71\u3092\u8aad\u307f\u8fbc\u3093\u3067\u7d9a\u304d\u304b\u3089\u5bfe\u8a71\u3067\u304d\u308b<\/div>\n \u5b9f\u969b\u306b\u518d\u958b\u3057\u3066\u300c\u76f4\u524d\u306e\u56de\u7b54\u3092\u4e00\u8a00\u3067\u7e70\u308a\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u5165\u529b\u3059\u308b\u3068\u3001\u81ea\u4f5c\u30a2\u30d7\u30ea\u5074\u3067\u5f97\u3066\u3044\u305f\u56de\u7b54\u304c\u305d\u306e\u307e\u307e\u8fd4\u308a\u307e\u3057\u305f\u3002<\/p>\n \u3053\u306e\u7d50\u679c\u304b\u3089\u3001\u691c\u8a3c\u74b0\u5883\u3067\u306f\u81ea\u4f5c\u30a2\u30d7\u30ea\u304b\u3089CLI\u3078\u4f1a\u8a71\u3092\u5f15\u304d\u7d99\u3052\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002\u5225\u306e\u74b0\u5883\u3067\u3082\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u5b9f\u884c\u30e6\u30fc\u30b6\u30fc\u3068Codex\u306e\u4fdd\u5b58\u5148\uff08CODEX_HOME\uff09\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n Python\u30fbFlask\u3067\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u7528Web\u30a2\u30d7\u30ea\u3092\u4f5c\u308b<\/h3>\n\u6b21\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u300c\u30ec\u30d3\u30e5\u30fc\u958b\u59cb\u300d\u30dc\u30bf\u30f3\u304b\u3089Codex\u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002Python\u306eWeb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bFlask\u3092\u4f7f\u3044\u3001\u672a\u30b3\u30df\u30c3\u30c8\u5909\u66f4\u306e\u30ec\u30d3\u30e5\u30fc\u7d50\u679c\u3092\u753b\u9762\u3078\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n review\/start\u3067\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u3092\u6307\u5b9a\u3059\u308b<\/h4>\nCodex\u306e\u30ec\u30d3\u30e5\u30fc\u6a5f\u80fd\u306f review\/start<\/span> \u3067\u547c\u3073\u51fa\u3057\u307e\u3059\u3002target\u306b\u6307\u5b9a\u3067\u304d\u308b\u5bfe\u8c61\u306f\u3001\u6b21\u306e4\u7a2e\u985e\u3067\u3059\u3002<\/p>\n\n\n| target<\/th>\n | \u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61<\/th>\n<\/tr>\n | \n| {"type":"uncommittedChanges"}<\/span><\/td>\n | \u30b9\u30c6\u30fc\u30b8\u6e08\u307f\u30fb\u672a\u30b9\u30c6\u30fc\u30b8\u30fb\u672a\u8ffd\u8de1\u306e\u30d5\u30a1\u30a4\u30eb<\/td>\n<\/tr>\n | \n| {"type":"baseBranch","branch":"main"}<\/span><\/td>\n | \u6307\u5b9a\u30d6\u30e9\u30f3\u30c1\u3068\u306e\u5dee\u5206<\/td>\n<\/tr>\n | \n| {"type":"commit","sha":"abc1234"}<\/span><\/td>\n | \u7279\u5b9a\u306e\u30b3\u30df\u30c3\u30c8<\/td>\n<\/tr>\n | \n| {"type":"custom","instructions":"…"}<\/span><\/td>\n | \u81ea\u7531\u8a18\u8ff0\u306e\u6307\u793a<\/td>\n<\/tr>\n<\/table>\n delivery<\/span> \u306f inline<\/span> \u3092\u6307\u5b9a\u3057\u3001\u65e2\u5b58\u30b9\u30ec\u30c3\u30c9\u4e0a\u306eTurn\u3068\u3057\u3066\u30ec\u30d3\u30e5\u30fc\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30ec\u30d3\u30e5\u30fc\u7528\u30b9\u30ec\u30c3\u30c9\u3092\u5206\u5c90\u3055\u305b\u308bdetached\u306f\u30010.154.0\u306e\u30b9\u30ad\u30fc\u30de\u3067\u306f\u975e\u63a8\u5968\u3067\u3059\u3002\u691c\u8a3c\u74b0\u5883\u3067\u306f\u300cpaginated threads do not support detached review\u300d\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002<\/p>\n\u30ec\u30d3\u30e5\u30fc\u5c02\u7528\u306e\u30b9\u30ec\u30c3\u30c9\u3092\u5206\u3051\u305f\u3044\u5834\u5408\u306f\u3001thread\/start\u3067\u65b0\u3057\u304f\u4f5c\u6210\u3057\u3066\u304b\u3089inline\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n Flask\u304b\u3089\u30ec\u30d3\u30e5\u30fc\u3092\u958b\u59cb\u3057\u3066\u7d50\u679c\u3092\u4e2d\u7d99\u3059\u308b<\/h4>\napp.py\u306f\u3001\u30dc\u30bf\u30f3\u304c\u62bc\u3055\u308c\u308b\u3068App Server\u3092\u8d77\u52d5\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u30d6\u30e9\u30a6\u30b6\u3078\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u9001\u308bServer-Sent Events\uff08SSE\uff09\u3092\u4f7f\u3044\u3001\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3068\u30ec\u30d3\u30e5\u30fc\u7d50\u679c\u3092\u4e2d\u7d99\u3057\u307e\u3059\u3002<\/p>\n |
|
| | |
![\"Codex](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-overview.png\")
<\/p>\n![\"\u30ec\u30d3\u30e5\u30fc\u958b\u59cb\u30dc\u30bf\u30f3\u3068\u5bfe\u8c61\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3060\u3051\u304c\u8868\u793a\u3055\u308c\u305fWeb\u30a2\u30d7\u30ea\u306e\u521d\u671f\u753b\u9762\"](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-screenshot-review-button.png\")
<\/p>\n![\"\u30dc\u30bf\u30f3\u62bc\u4e0b\u5f8c\u306bthreadId\u3001\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3001\u30ec\u30d3\u30e5\u30fc\u672c\u6587\u304c\u9806\u306b\u8868\u793a\u3055\u308c\u308b\u753b\u9762\"](\"\/wp-content\/uploads\/2026\/09\/codex-app-server-introduction-screenshot-review-stream.png\")
<\/p>\n