src/agent/.gitignore

@@ -0,0 +1,3 @@
+build/
+*.egg-info/
+__pycache__/

src/agent/Dockerfile

@@ -1,23 +0,0 @@
-FROM python:3.11-slim
-
-SHELL ["/bin/bash", "-c"]
-
-ARG PIP_INDEX_URL=
-ENV PIP_NO_CACHE_DIR=1 \
-    PYTHONUNBUFFERED=1 \
-    PYTHONPATH=/app
-
-WORKDIR /app
-
-COPY requirements.txt ./
-RUN set -euxo pipefail \
-    && python -m pip install --upgrade pip \
-    && if [[ -n "$PIP_INDEX_URL" ]]; then \
-         PIP_INDEX_URL="$PIP_INDEX_URL" python -m pip install -r requirements.txt; \
-       else \
-         python -m pip install -r requirements.txt; \
-       fi
-
-COPY app ./app
-
-CMD ["python", "-m", "app.main"]

src/agent/README.md

@@ -6,26 +6,34 @@ Python agent that registers with the Argus master service, persists node informa
 
 ```bash
 cd src/agent
-./scripts/build_images.sh          # builds argus-agent:dev
+./scripts/build_binary.sh          # produces dist/argus-agent
 ```
 
-Runtime expects a configuration file (generated by installer) at `/private/argus/agent/<hostname>/config`. Key fields:
+The resulting executable (`dist/argus-agent`) bundles the runtime via PyInstaller. Runtime configuration is now derived from environment variables and the container hostname—no local config file is required.
 
-- `HOSTNAME`, `NODE_FILE`, `VERSION`
-- `MASTER_ENDPOINT` (e.g. `http://master:3000`)
-- `REPORT_INTERVAL_SECONDS`
-- `SUBMODULE_HEALTH_FILE_DIR` (supports `{hostname}` placeholder)
-- optional `GPU_NUMBER`
+Required variables:
 
-Health files live under `/private/argus/agent/health/<hostname>/` and must follow `<prefix>-*.json` naming (e.g. `log-fluentbit.json`). The agent sends parsed JSON objects keyed by file stem.
+- `MASTER_ENDPOINT`：Master 服务的完整地址，若未带协议会自动补全为 `http://`。
+- `REPORT_INTERVAL_SECONDS`：状态上报周期，可选，默认 60。
+
+Additional overrides：
+
+- `AGENT_HOSTNAME`：可选，若需要覆盖容器 `hostname`。
+
+At startup the agent会读取容器主机名（或 `AGENT_HOSTNAME` 覆盖值）并固定以下路径：
+
+- 节点状态持久化：`/private/argus/agent/<hostname>/node.json`
+- 子模块健康目录：`/private/argus/agent/health/<hostname>/`
+
+健康文件需按 `<模块名前缀>-*.json` 命名，例如 `log-fluentbit.json`，文件内容会以文件名前缀为键写入上报 payload。
 
 ## Tests
 
-Docker-based E2E stack (master + agent):
+Docker 端到端测试会启动 master 容器与一个普通 `ubuntu:24.04` 容器，在其中挂载并执行打包后的 agent（通过环境变量注入 `MASTER_ENDPOINT` 与 `REPORT_INTERVAL_SECONDS`）：
 
 ```bash
 cd src/agent/tests
 ./scripts/00_e2e_test.sh
 ```
 
-The scripts provision configs/health directories under `tests/private/` and clean up via `07_down.sh`.
+测试脚本会自动调用 `../scripts/build_binary.sh` 生成可执行文件，并在 `tests/private/` 下准备配置与健康目录，最后通过 `07_down.sh` 清理环境。

src/agent/app/collector.py

@@ -27,7 +27,7 @@ def collect_metadata(config: AgentConfig) -> Dict[str, Any]:
         "instance": instance,
         "cpu_number": _detect_cpu_count(),
         "memory_in_bytes": _detect_memory_bytes(),
-        "gpu_number": _detect_gpu_count(config),
+        "gpu_number": _detect_gpu_count(),
     }
     return meta
 
@@ -70,11 +70,8 @@ def _detect_memory_bytes() -> int:
     return 0
 
 
-def _detect_gpu_count(config: AgentConfig) -> int:
-    """采集 GPU 数量，可被配置覆盖。"""
-    if config.gpu_number_override is not None:
-        return config.gpu_number_override
-
+def _detect_gpu_count() -> int:
+    """采集 GPU 数量，如无法探测则默认为 0。"""
     try:
         proc = subprocess.run(
             ["nvidia-smi", "-L"],

src/agent/app/config.py

@@ -1,8 +1,14 @@
 from __future__ import annotations
 
 import os
+import socket
 from dataclasses import dataclass
 from pathlib import Path
+from typing import Final
+
+from .version import VERSION
+
+DEFAULT_REPORT_INTERVAL_SECONDS: Final[int] = 60
 
 
 @dataclass(frozen=True)
@@ -12,90 +18,57 @@ class AgentConfig:
     version: str
     master_endpoint: str
     report_interval_seconds: int
-    health_dir_template: str
-    gpu_number_override: int | None
+    health_dir: str
     request_timeout_seconds: int = 10
 
-    @property
-    def health_dir(self) -> str:
-        return self.health_dir_template.format(hostname=self.hostname)
+
+def _normalise_master_endpoint(value: str) -> str:
+    value = value.strip()
+    if not value:
+        raise ValueError("MASTER_ENDPOINT environment variable is required")
+    if not value.startswith("http://") and not value.startswith("https://"):
+        value = f"http://{value}"
+    return value.rstrip("/")
 
 
-def _parse_config_file(path: str) -> dict[str, str]:
-    result: dict[str, str] = {}
+def _read_report_interval(raw_value: str | None) -> int:
+    if raw_value is None or raw_value.strip() == "":
+        return DEFAULT_REPORT_INTERVAL_SECONDS
     try:
-        with open(path, "r", encoding="utf-8") as handle:
-            for raw_line in handle:
-                line = raw_line.strip()
-                if not line or line.startswith("#"):
-                    continue
-                if "=" not in line:
-                    continue
-                key, value = line.split("=", 1)
-                result[key.strip().upper()] = value.strip()
-    except FileNotFoundError:
-        raise FileNotFoundError(f"Agent config file not found: {path}") from None
-    return result
-
-
-def load_config(path: str) -> AgentConfig:
-    """读取配置文件并结合环境变量，返回 AgentConfig。"""
-    config_values = _parse_config_file(path)
-    force_env = os.environ.get("AGENT_FORCE_ENV", "0").lower() in {"1", "true", "yes"}
-
-    def read_key(key: str, default: str | None = None, *, required: bool = False) -> str:
-        env_key = f"AGENT_{key}"
-        if env_key in os.environ:
-            return os.environ[env_key]
-        if force_env and key in os.environ:
-            return os.environ[key]
-        if key in config_values:
-            return config_values[key]
-        if default is not None:
-            return default
-        if required:
-            raise ValueError(f"Missing required configuration key: {key}")
-        return ""
-
-    hostname = read_key("HOSTNAME", required=True)
-    node_file = read_key("NODE_FILE", f"/private/argus/agent/{hostname}/node.json")
-    version = read_key("VERSION", "1.0.0")
-    master_endpoint = read_key("MASTER_ENDPOINT", required=True)
-    report_interval_raw = read_key("REPORT_INTERVAL_SECONDS", "60")
-    health_dir_template = read_key(
-        "SUBMODULE_HEALTH_FILE_DIR",
-        f"/private/argus/agent/health/{{hostname}}/",
-    )
-    gpu_override_raw = read_key("GPU_NUMBER", "")
-
-    try:
-        report_interval_seconds = int(report_interval_raw)
+        interval = int(raw_value)
     except ValueError as exc:
         raise ValueError("REPORT_INTERVAL_SECONDS must be an integer") from exc
-    if report_interval_seconds <= 0:
+    if interval <= 0:
         raise ValueError("REPORT_INTERVAL_SECONDS must be positive")
+    return interval
 
-    gpu_override = None
-    if gpu_override_raw:
-        try:
-            gpu_override = int(gpu_override_raw)
-        except ValueError as exc:
-            raise ValueError("GPU_NUMBER must be an integer when provided") from exc
-        if gpu_override < 0:
-            raise ValueError("GPU_NUMBER must be non-negative")
 
-    if not master_endpoint.startswith("http://") and not master_endpoint.startswith("https://"):
-        master_endpoint = f"http://{master_endpoint}"
+def _resolve_hostname() -> str:
+    return os.environ.get("AGENT_HOSTNAME") or socket.gethostname()
+
+
+def load_config() -> AgentConfig:
+    """从环境变量推导配置，移除了外部配置文件依赖。"""
+
+    hostname = _resolve_hostname()
+    node_file = f"/private/argus/agent/{hostname}/node.json"
+    health_dir = f"/private/argus/agent/health/{hostname}/"
+
+    master_endpoint_env = os.environ.get("MASTER_ENDPOINT")
+    if master_endpoint_env is None:
+        raise ValueError("MASTER_ENDPOINT environment variable is not set")
+    master_endpoint = _normalise_master_endpoint(master_endpoint_env)
+
+    report_interval_seconds = _read_report_interval(os.environ.get("REPORT_INTERVAL_SECONDS"))
 
     Path(node_file).parent.mkdir(parents=True, exist_ok=True)
-    Path(health_dir_template.format(hostname=hostname)).mkdir(parents=True, exist_ok=True)
+    Path(health_dir).mkdir(parents=True, exist_ok=True)
 
     return AgentConfig(
         hostname=hostname,
         node_file=node_file,
-        version=version,
-        master_endpoint=master_endpoint.rstrip("/"),
+        version=VERSION,
+        master_endpoint=master_endpoint,
         report_interval_seconds=report_interval_seconds,
-        health_dir_template=health_dir_template,
-        gpu_number_override=gpu_override,
+        health_dir=health_dir,
     )

src/agent/app/main.py

@@ -1,8 +1,6 @@
 from __future__ import annotations
 
-import argparse
 import signal
-import sys
 import time
 from datetime import datetime, timezone
 from typing import Optional
@@ -32,28 +30,15 @@ class StopSignal:
         return self._stop
 
 
-def parse_args(argv: list[str]) -> argparse.Namespace:
-    parser = argparse.ArgumentParser(description="Argus agent")
-    parser.add_argument(
-        "--config",
-        dest="config_path",
-        default=None,
-        help="Path to agent config file",
-    )
-    return parser.parse_args(argv)
-
-
-def main(argv: Optional[list[str]] = None) -> int:
+def main(argv: Optional[list[str]] = None) -> int:  # noqa: ARG001 - 保留签名以兼容入口调用
     setup_logging()
-    args = parse_args(argv or sys.argv[1:])
 
     stop_signal = StopSignal()
     signal.signal(signal.SIGTERM, stop_signal.set)
     signal.signal(signal.SIGINT, stop_signal.set)
 
     try:
-        config_path = args.config_path or _default_config_path()
-        config = load_config(config_path)
+        config = load_config()
     except Exception as exc:
         LOGGER.error("Failed to load configuration", extra={"error": str(exc)})
         return 1
@@ -89,13 +74,6 @@ def main(argv: Optional[list[str]] = None) -> int:
     return 0
 
 
-def _default_config_path() -> str:
-    from socket import gethostname
-
-    hostname = gethostname()
-    return f"/private/argus/agent/{hostname}/config"
-
-
 def _register_with_retry(
     client: AgentClient,
     config: AgentConfig,

src/agent/app/version.py

@@ -0,0 +1,69 @@
+from __future__ import annotations
+
+import os
+import sys
+from pathlib import Path
+from typing import Optional
+
+import importlib.metadata
+
+try:
+    import tomllib
+except ModuleNotFoundError:  # pragma: no cover
+    import tomli as tomllib  # type: ignore[no-redef]
+
+
+def _candidate_paths() -> list[Path]:
+    paths = []
+    bundle_dir: Optional[str] = getattr(sys, "_MEIPASS", None)
+    if bundle_dir:
+        paths.append(Path(bundle_dir) / "pyproject.toml")
+    paths.append(Path(__file__).resolve().parent.parent / "pyproject.toml")
+    paths.append(Path(__file__).resolve().parent / "pyproject.toml")
+    paths.append(Path.cwd() / "pyproject.toml")
+    return paths
+
+
+def _read_from_pyproject() -> Optional[str]:
+    for path in _candidate_paths():
+        if not path.exists():
+            continue
+        try:
+            with path.open("rb") as handle:
+                data = tomllib.load(handle)
+        except (OSError, tomllib.TOMLDecodeError):
+            continue
+        project = data.get("project")
+        if isinstance(project, dict):
+            version = project.get("version")
+            if isinstance(version, str):
+                return version
+        tool = data.get("tool")
+        if isinstance(tool, dict):
+            argus_cfg = tool.get("argus")
+            if isinstance(argus_cfg, dict):
+                version = argus_cfg.get("version")
+                if isinstance(version, str):
+                    return version
+    return None
+
+
+def _detect_version() -> str:
+    try:
+        return importlib.metadata.version("argus-agent")
+    except importlib.metadata.PackageNotFoundError:
+        pass
+    override = os.environ.get("AGENT_VERSION_OVERRIDE")
+    if override:
+        return override
+    fallback = _read_from_pyproject()
+    if fallback:
+        return fallback
+    return "0.0.0"
+
+
+VERSION: str = _detect_version()
+
+
+def get_version() -> str:
+    return VERSION

src/agent/entry.py

@@ -0,0 +1,10 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import sys
+
+from app.main import main as agent_main
+
+
+if __name__ == "__main__":
+    sys.exit(agent_main())

src/agent/pyproject.toml

@@ -0,0 +1,19 @@
+[project]
+name = "argus-agent"
+version = "1.1.0"
+description = "Argus agent binary"
+readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+    "requests==2.31.0"
+]
+
+[build-system]
+requires = ["setuptools>=69", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[tool.argus]
+entry = "app.main:main"
+
+[tool.setuptools]
+packages = ["app"]

src/agent/requirements.txt

@@ -1 +0,0 @@
-requests==2.31.0

src/agent/scripts/build_binary.sh

@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+MODULE_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+BUILD_ROOT="$MODULE_ROOT/build"
+DIST_DIR="$MODULE_ROOT/dist"
+PYINSTALLER_BUILD="$BUILD_ROOT/pyinstaller"
+VENV_DIR="$BUILD_ROOT/venv"
+
+mkdir -p "$PYINSTALLER_BUILD"
+mkdir -p "$DIST_DIR"
+
+if [[ ! -d "$VENV_DIR" ]]; then
+  python3 -m venv "$VENV_DIR"
+fi
+
+# shellcheck disable=SC1091
+source "$VENV_DIR/bin/activate"
+
+pip install --upgrade pip
+pip install "$MODULE_ROOT"
+pip install "pyinstaller==6.6.0"
+
+rm -rf "$PYINSTALLER_BUILD"/*
+rm -f "$DIST_DIR/argus-agent"
+
+pyinstaller \
+  --clean \
+  --onefile \
+  --name argus-agent \
+  --distpath "$DIST_DIR" \
+  --workpath "$PYINSTALLER_BUILD/work" \
+  --specpath "$PYINSTALLER_BUILD/spec" \
+  --add-data "$MODULE_ROOT/pyproject.toml:." \
+  "$MODULE_ROOT/entry.py"
+
+chmod +x "$DIST_DIR/argus-agent"
+
+deactivate
+
+echo "[INFO] Agent binary generated at $DIST_DIR/argus-agent"

src/agent/scripts/build_images.sh

@@ -1,39 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-usage() {
-  echo "Usage: $0 [--intranet] [--tag <image_tag>]" >&2
-}
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
-IMAGE_TAG="${IMAGE_TAG:-argus-agent:dev}"
-BUILD_ARGS=()
-
-while [[ "$#" -gt 0 ]]; do
-  case "$1" in
-    --intranet)
-      INTRANET_INDEX="${INTRANET_INDEX:-https://pypi.tuna.tsinghua.edu.cn/simple}"
-      BUILD_ARGS+=("--build-arg" "PIP_INDEX_URL=${INTRANET_INDEX}")
-      shift
-      ;;
-    --tag)
-      [[ $# -ge 2 ]] || { usage; exit 1; }
-      IMAGE_TAG="$2"
-      shift 2
-      ;;
-    -h|--help)
-      usage
-      exit 0
-      ;;
-    *)
-      echo "Unknown option: $1" >&2
-      usage
-      exit 1
-      ;;
-  esac
- done
-
-echo "[INFO] Building image $IMAGE_TAG"
-docker build "${BUILD_ARGS[@]}" -t "$IMAGE_TAG" "$PROJECT_ROOT"
-echo "[OK] Image $IMAGE_TAG built"

src/agent/scripts/load_images.sh

@@ -1,39 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-usage() {
-  echo "Usage: $0 [--file <tar_path>]" >&2
-}
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
-DEFAULT_INPUT="$PROJECT_ROOT/images/argus-agent-dev.tar"
-IMAGE_TAR="$DEFAULT_INPUT"
-
-while [[ "$#" -gt 0 ]]; do
-  case "$1" in
-    --file)
-      [[ $# -ge 2 ]] || { usage; exit 1; }
-      IMAGE_TAR="$2"
-      shift 2
-      ;;
-    -h|--help)
-      usage
-      exit 0
-      ;;
-    *)
-      echo "Unknown option: $1" >&2
-      usage
-      exit 1
-      ;;
-  esac
- done
-
-if [[ ! -f "$IMAGE_TAR" ]]; then
-  echo "[ERROR] Image tarball not found: $IMAGE_TAR" >&2
-  exit 1
-fi
-
-echo "[INFO] Loading image from $IMAGE_TAR"
-docker image load -i "$IMAGE_TAR"
-echo "[OK] Image loaded"

src/agent/scripts/save_images.sh

@@ -1,41 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-usage() {
-  echo "Usage: $0 [--tag <image_tag>] [--output <tar_path>]" >&2
-}
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
-DEFAULT_OUTPUT="$PROJECT_ROOT/images/argus-agent-dev.tar"
-IMAGE_TAG="${IMAGE_TAG:-argus-agent:dev}"
-OUTPUT_PATH="$DEFAULT_OUTPUT"
-
-while [[ "$#" -gt 0 ]]; do
-  case "$1" in
-    --tag)
-      [[ $# -ge 2 ]] || { usage; exit 1; }
-      IMAGE_TAG="$2"
-      shift 2
-      ;;
-    --output)
-      [[ $# -ge 2 ]] || { usage; exit 1; }
-      OUTPUT_PATH="$2"
-      shift 2
-      ;;
-    -h|--help)
-      usage
-      exit 0
-      ;;
-    *)
-      echo "Unknown option: $1" >&2
-      usage
-      exit 1
-      ;;
-  esac
- done
-
-mkdir -p "$(dirname "$OUTPUT_PATH")"
-echo "[INFO] Saving image $IMAGE_TAG to $OUTPUT_PATH"
-docker image save "$IMAGE_TAG" -o "$OUTPUT_PATH"
-echo "[OK] Image saved"

src/agent/tests/docker-compose.yml

@@ -13,14 +13,20 @@ services:
       - ./private/argus/metric/prometheus:/private/argus/metric/prometheus
 
   agent:
-    image: argus-agent:dev
+    image: ubuntu:24.04
     container_name: argus-agent-e2e
     hostname: dev-e2euser-e2einst-pod-0
     depends_on:
       - master
+    environment:
+      - MASTER_ENDPOINT=http://master:3000
+      - REPORT_INTERVAL_SECONDS=2
     volumes:
       - ./private/argus/agent/dev-e2euser-e2einst-pod-0:/private/argus/agent/dev-e2euser-e2einst-pod-0
       - ./private/argus/agent/health/dev-e2euser-e2einst-pod-0:/private/argus/agent/health/dev-e2euser-e2einst-pod-0
+      - ../dist/argus-agent:/usr/local/bin/argus-agent:ro
+    entrypoint:
+      - /usr/local/bin/argus-agent
 
 networks:
   default:

src/agent/tests/scripts/01_bootstrap.sh

@@ -20,25 +20,23 @@ mkdir -p "$MASTER_PRIVATE_DIR"
 mkdir -p "$METRIC_PRIVATE_DIR"
 mkdir -p "$TMP_ROOT"
 
-cat > "$AGENT_CONFIG_DIR/config" <<CONFIG
-HOSTNAME=$AGENT_HOSTNAME
-NODE_FILE=/private/argus/agent/$AGENT_HOSTNAME/node.json
-VERSION=1.1.0
-MASTER_ENDPOINT=http://master:3000
-REPORT_INTERVAL_SECONDS=2
-SUBMODULE_HEALTH_FILE_DIR=/private/argus/agent/health/{hostname}/
-GPU_NUMBER=
-IP_OVERRIDE=
-CONFIG
-
 touch "$AGENT_HEALTH_DIR/.keep"
 
 pushd "$MASTER_ROOT" >/dev/null
 ./scripts/build_images.sh --tag argus-master:dev
 popd >/dev/null
 
+AGENT_BINARY="$AGENT_ROOT/dist/argus-agent"
+
 pushd "$AGENT_ROOT" >/dev/null
-./scripts/build_images.sh --tag argus-agent:dev
+./scripts/build_binary.sh
 popd >/dev/null
 
+if [[ ! -x "$AGENT_BINARY" ]]; then
+  echo "[ERROR] Agent binary not found at $AGENT_BINARY" >&2
+  exit 1
+fi
+
+echo "$AGENT_BINARY" > "$TMP_ROOT/agent_binary_path"
+
 echo "[INFO] Agent E2E bootstrap complete"

src/agent/tests/scripts/02_up.sh

@@ -4,6 +4,19 @@ set -euo pipefail
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
 TEST_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
 
+TMP_ROOT="$TEST_ROOT/tmp"
+
+if [[ ! -f "$TMP_ROOT/agent_binary_path" ]]; then
+  echo "[ERROR] Agent binary path missing; run 01_bootstrap.sh first" >&2
+  exit 1
+fi
+
+AGENT_BINARY="$(cat "$TMP_ROOT/agent_binary_path")"
+if [[ ! -x "$AGENT_BINARY" ]]; then
+  echo "[ERROR] Agent binary not executable: $AGENT_BINARY" >&2
+  exit 1
+fi
+
 compose() {
   if docker compose version >/dev/null 2>&1; then
     docker compose "$@"

src/agent/tests/scripts/06_restart_agent_and_reregister.sh

@@ -10,6 +10,17 @@ AGENT_HOSTNAME="dev-e2euser-e2einst-pod-0"
 NETWORK_NAME="tests_default"
 NEW_AGENT_IP="172.28.0.200"
 
+if [[ ! -f "$TMP_ROOT/agent_binary_path" ]]; then
+  echo "[ERROR] Agent binary path missing; rerun bootstrap" >&2
+  exit 1
+fi
+
+AGENT_BINARY="$(cat "$TMP_ROOT/agent_binary_path")"
+if [[ ! -x "$AGENT_BINARY" ]]; then
+  echo "[ERROR] Agent binary not executable: $AGENT_BINARY" >&2
+  exit 1
+fi
+
 compose() {
   if docker compose version >/dev/null 2>&1; then
     docker compose "$@"
@@ -57,14 +68,17 @@ if ! docker run -d \
   --ip "$NEW_AGENT_IP" \
   -v "$AGENT_DIR:/private/argus/agent/$AGENT_HOSTNAME" \
   -v "$HEALTH_DIR:/private/argus/agent/health/$AGENT_HOSTNAME" \
-  argus-agent:dev \
+  -v "$AGENT_BINARY:/usr/local/bin/argus-agent:ro" \
+  -e MASTER_ENDPOINT=http://master:3000 \
+  -e REPORT_INTERVAL_SECONDS=2 \
+  ubuntu:24.04 \
   sleep 300 >/dev/null; then
   echo "[ERROR] Failed to start agent container with custom IP" >&2
   exit 1
 fi
 
 # 在容器内启动真实 agent 进程
-if ! docker exec -d argus-agent-e2e python -m app.main; then
+if ! docker exec -d argus-agent-e2e /usr/local/bin/argus-agent; then
   echo "[ERROR] Failed to spawn agent process inside container" >&2
   exit 1
 fi