diff --git a/README-zh.md b/README-zh.md
index 7747626ab..a548df648 100755
--- a/README-zh.md
+++ b/README-zh.md
@@ -136,7 +136,7 @@ make dev
     # 从项目根目录运行
     uv run python server_main.py --port 6400 --reload
     ```
-    > 若输出文件（如 GameDev）触发重启导致任务中断、进度丢失，请去掉 `--reload`。
+    > `--reload` 仅监听服务端 Python 源代码目录，`WareHouse/` 下的智能体生成文件不会再触发重启。可通过 `--reload-dir` / `--reload-exclude`（可多次指定）自定义。
 
 2.  **启动前端**：
     ```bash
diff --git a/README.md b/README.md
index 0c6420d8b..237a1f3d6 100644
--- a/README.md
+++ b/README.md
@@ -147,7 +147,7 @@ make dev
     # Run from the project root
     uv run python server_main.py --port 6400 --reload
     ```
-    > Remove `--reload` if output files (e.g., GameDev) trigger restarts, which interrupts tasks and loses progress.
+    > `--reload` watches the server's Python source folders only; agent-generated files under `WareHouse/` no longer trigger restarts. Pass `--reload-dir` or `--reload-exclude` (repeatable) to customise.
 
 2.  **Start Frontend**:
     ```bash
diff --git a/pyproject.toml b/pyproject.toml
index 22c5b4bc0..e1e9cebe2 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,7 @@ dependencies = [
     "fastapi==0.124.0",
     "click>=8.1.8,<8.3", # pin until click restores postponed annotations
     "uvicorn",
+    "watchfiles",
     "websockets",
     "wsproto",
     "pydantic==2.12.5",
diff --git a/requirements.txt b/requirements.txt
index d9d7a0822..50df48b94 100755
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,6 +7,7 @@ faiss-cpu
 fastapi==0.124.0
 click>=8.1.8,<8.3
 uvicorn
+watchfiles
 websockets
 wsproto
 pydantic==2.12.5
diff --git a/server_main.py b/server_main.py
index c3418231c..d0be04cb7 100755
--- a/server_main.py
+++ b/server_main.py
@@ -9,9 +9,67 @@
 ensure_schema_registry_populated()
 
 
-def main():
-    import uvicorn
+# Directories containing the server's Python sources. When --reload is
+# enabled, only these are watched so that agent-generated files under
+# WareHouse/, logs/, etc. never trigger a StatReload restart mid-workflow
+# (issue #569).
+RELOAD_SOURCE_DIRS = [
+    "check",
+    "entity",
+    "functions",
+    "mcp_example",
+    "runtime",
+    "schema_registry",
+    "server",
+    "tools",
+    "utils",
+    "workflow",
+]
+
+# Directory names whose contents must never trigger a reload. These are
+# expanded into multi-depth glob patterns below so nested files (e.g.
+# ``WareHouse/demo/foo.py``) are also excluded: uvicorn applies these via
+# ``Path.match``, which on Python < 3.13 does not understand ``**`` and
+# matches a pattern of N components only against the last N path parts.
+_RELOAD_EXCLUDE_DIRS = ("WareHouse", "logs", "data", "temp", "node_modules")
+_RELOAD_EXCLUDE_MAX_DEPTH = 10
+
+# Glob patterns excluded from reload watching. Only honoured when
+# ``watchfiles`` is installed; StatReload (the pure-Python fallback that
+# ships with uvicorn core) ignores exclude patterns entirely, so the
+# primary defence is the reload_dirs restriction to RELOAD_SOURCE_DIRS.
+RELOAD_EXCLUDES = [
+    f"{d}{'/*' * (depth + 1)}"
+    for d in _RELOAD_EXCLUDE_DIRS
+    for depth in range(_RELOAD_EXCLUDE_MAX_DEPTH)
+]
+
+
+def _watchfiles_available() -> bool:
+    """Return ``True`` when the ``watchfiles`` package is importable.
+
+    Split out so tests can patch it without touching ``sys.modules``.
+    """
+    import importlib.util
 
+    return importlib.util.find_spec("watchfiles") is not None
+
+
+def build_reload_kwargs(args: argparse.Namespace) -> dict:
+    """Build the reload-related kwargs passed to ``uvicorn.run``.
+
+    Extracted so the configuration is unit-testable without spinning up
+    a real server. When ``--reload`` is off the return value is empty.
+    """
+    if not args.reload:
+        return {}
+    return {
+        "reload_dirs": list(args.reload_dir) if args.reload_dir else list(RELOAD_SOURCE_DIRS),
+        "reload_excludes": list(args.reload_exclude) if args.reload_exclude else list(RELOAD_EXCLUDES),
+    }
+
+
+def build_parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(description="DevAll Workflow Server")
     parser.add_argument(
         "--host",
@@ -36,17 +94,43 @@ def main():
         action="store_true",
         help="Enable auto-reload for development"
     )
-    
-    args = parser.parse_args()
-    
+    parser.add_argument(
+        "--reload-dir",
+        action="append",
+        default=None,
+        metavar="DIR",
+        help=(
+            "Directory to watch when --reload is active (repeatable). "
+            "Defaults to the server's Python source folders, which excludes "
+            "WareHouse/ and other output dirs."
+        ),
+    )
+    parser.add_argument(
+        "--reload-exclude",
+        action="append",
+        default=None,
+        metavar="GLOB",
+        help=(
+            "Glob pattern excluded from reload watching (repeatable). "
+            "Requires watchfiles to take effect."
+        ),
+    )
+    return parser
+
+
+def main():
+    import uvicorn
+
+    args = build_parser().parse_args()
+
     # Configure structured logging
     import os
     os.environ['LOG_LEVEL'] = args.log_level.upper()
-    
+
     # Ensure log directory exists
     log_dir = Path("logs")
     log_dir.mkdir(exist_ok=True)
-    
+
     # Configure logging
     logging.basicConfig(
         level=getattr(logging, args.log_level.upper()),
@@ -56,10 +140,18 @@ def main():
             logging.StreamHandler()
         ]
     )
-    
+
     logger = logging.getLogger(__name__)
     logger.info(f"Starting DevAll Workflow Server on {args.host}:{args.port}")
-    
+
+    if args.reload and not _watchfiles_available():
+        logger.warning(
+            "--reload is active but 'watchfiles' is not installed; uvicorn will "
+            "fall back to StatReload, which ignores --reload-exclude patterns "
+            "(including the WareHouse/ defaults). Install watchfiles (or "
+            "`pip install uvicorn[standard]`) to enable exclude filtering."
+        )
+
     # Launch the server
     uvicorn.run(
         "server.app:app",
@@ -68,6 +160,7 @@ def main():
         reload=args.reload,
         log_level=args.log_level,
         ws="wsproto",
+        **build_reload_kwargs(args),
     )
 
 
diff --git a/tests/test_server_main_reload.py b/tests/test_server_main_reload.py
new file mode 100644
index 000000000..92730ba94
--- /dev/null
+++ b/tests/test_server_main_reload.py
@@ -0,0 +1,205 @@
+"""Tests for ``server_main.build_reload_kwargs``.
+
+Regression coverage for issue #569: when ``--reload`` is active the default
+watch configuration must exclude the WareHouse/ output directory, otherwise
+agent-generated files trigger a StatReload restart mid-workflow and the
+webui hangs indefinitely.
+
+The tests load ``server_main`` through an isolated ``importlib`` spec so
+that the stubs we inject for its heavy dependencies (``runtime.bootstrap``
+and ``server.app``) are cleaned up automatically and do not leak into the
+``sys.modules`` cache shared with the rest of the test suite.
+"""
+
+import argparse
+import importlib.util
+import logging
+import sys
+from pathlib import Path
+from types import ModuleType
+from unittest.mock import MagicMock
+
+import pytest
+
+
+SERVER_MAIN_PATH = Path(__file__).resolve().parent.parent / "server_main.py"
+
+
+@pytest.fixture
+def server_main(monkeypatch: pytest.MonkeyPatch) -> ModuleType:
+    """Load ``server_main`` with heavy imports stubbed, cleaning up after."""
+    stubs = {}
+
+    def _stub(name: str) -> ModuleType:
+        stub = MagicMock(name=name)
+        stubs[name] = stub
+        return stub
+
+    for name in (
+        "runtime",
+        "runtime.bootstrap",
+        "runtime.bootstrap.schema",
+        "server",
+        "server.app",
+    ):
+        monkeypatch.setitem(sys.modules, name, _stub(name))
+
+    # Expose ensure_schema_registry_populated as a no-op callable on its module.
+    stubs["runtime.bootstrap.schema"].ensure_schema_registry_populated = lambda: None
+    stubs["server.app"].app = MagicMock(name="app")
+
+    spec = importlib.util.spec_from_file_location(
+        "server_main_under_test", SERVER_MAIN_PATH
+    )
+    module = importlib.util.module_from_spec(spec)
+    try:
+        spec.loader.exec_module(module)
+        yield module
+    finally:
+        sys.modules.pop("server_main_under_test", None)
+
+
+def _args(**overrides) -> argparse.Namespace:
+    defaults = dict(
+        reload=False,
+        reload_dir=None,
+        reload_exclude=None,
+    )
+    defaults.update(overrides)
+    return argparse.Namespace(**defaults)
+
+
+class TestBuildReloadKwargs:
+    def test_reload_disabled_returns_empty(self, server_main):
+        assert server_main.build_reload_kwargs(_args(reload=False)) == {}
+
+    def test_default_watches_source_dirs_only(self, server_main):
+        kw = server_main.build_reload_kwargs(_args(reload=True))
+        assert "server" in kw["reload_dirs"]
+        assert "runtime" in kw["reload_dirs"]
+        # The output dir that caused the bug must not be watched.
+        assert "WareHouse" not in kw["reload_dirs"]
+
+    def test_default_excludes_cover_output_dirs(self, server_main):
+        kw = server_main.build_reload_kwargs(_args(reload=True))
+        excludes = kw["reload_excludes"]
+        # Core regression: WareHouse/ writes must be ignored by watchfiles.
+        assert any("WareHouse" in p for p in excludes)
+        # Logs, data, temp, node_modules live in .gitignore too.
+        assert any("logs" in p for p in excludes)
+
+    def test_returned_lists_are_copies(self, server_main):
+        """Callers mutating the result must not poison the defaults."""
+        kw = server_main.build_reload_kwargs(_args(reload=True))
+        kw["reload_dirs"].append("WareHouse")
+        kw["reload_excludes"].append("junk")
+        fresh = server_main.build_reload_kwargs(_args(reload=True))
+        assert "WareHouse" not in fresh["reload_dirs"]
+        assert "junk" not in fresh["reload_excludes"]
+
+    def test_user_reload_dir_overrides_default(self, server_main):
+        kw = server_main.build_reload_kwargs(
+            _args(reload=True, reload_dir=["app", "lib"])
+        )
+        assert kw["reload_dirs"] == ["app", "lib"]
+        # Excludes keep their defaults.
+        assert any("WareHouse" in p for p in kw["reload_excludes"])
+
+    def test_user_reload_exclude_overrides_default(self, server_main):
+        kw = server_main.build_reload_kwargs(
+            _args(reload=True, reload_exclude=["*.md"])
+        )
+        assert kw["reload_excludes"] == ["*.md"]
+        # Dirs keep their defaults.
+        assert "server" in kw["reload_dirs"]
+
+
+class TestParserFlags:
+    def test_reload_dir_is_repeatable(self, server_main):
+        parser = server_main.build_parser()
+        args = parser.parse_args(["--reload", "--reload-dir", "a", "--reload-dir", "b"])
+        assert args.reload_dir == ["a", "b"]
+
+    def test_reload_exclude_is_repeatable(self, server_main):
+        parser = server_main.build_parser()
+        args = parser.parse_args(
+            ["--reload", "--reload-exclude", "x/*", "--reload-exclude", "y/*"]
+        )
+        assert args.reload_exclude == ["x/*", "y/*"]
+
+    def test_defaults_produce_empty_override_slots(self, server_main):
+        parser = server_main.build_parser()
+        args = parser.parse_args([])
+        assert args.reload is False
+        assert args.reload_dir is None
+        assert args.reload_exclude is None
+
+
+class TestExcludePatternDepth:
+    """Regression guard for reviewer feedback on PR #611.
+
+    ``uvicorn`` filters reload candidates with ``pathlib.Path.match``, which
+    on Python < 3.13 does not expand ``**``. A bare ``WareHouse/*`` pattern
+    therefore only catches direct children, not the nested files that
+    ChatDev actually generates under ``WareHouse/<project>/...``. The
+    default set must cover each depth explicitly.
+    """
+
+    @pytest.mark.parametrize(
+        "relative_path",
+        [
+            "WareHouse/foo.py",
+            "WareHouse/demo/foo.py",
+            "WareHouse/demo/sub/foo.py",
+            "WareHouse/a/b/c/d/e/foo.py",
+            "logs/run.log",
+            "logs/2026/04/run.log",
+            "data/cache/item.json",
+            "node_modules/pkg/dist/index.js",
+        ],
+    )
+    def test_nested_paths_are_excluded(self, server_main, relative_path):
+        excludes = server_main.RELOAD_EXCLUDES
+        path = Path(relative_path)
+        assert any(path.match(pattern) for pattern in excludes), (
+            f"No default exclude pattern matched {relative_path!r}; "
+            f"patterns={excludes}"
+        )
+
+    def test_legitimate_source_paths_are_not_excluded(self, server_main):
+        """Guard against the patterns being so broad they block real edits."""
+        excludes = server_main.RELOAD_EXCLUDES
+        for ok in ("server/app.py", "runtime/bootstrap/schema.py", "workflow/a/b.py"):
+            assert not any(
+                Path(ok).match(pattern) for pattern in excludes
+            ), f"Source path {ok!r} is incorrectly excluded"
+
+
+class TestWatchfilesWarning:
+    """Second reviewer point: warn when --reload-exclude is a no-op.
+
+    ``--reload-exclude`` only takes effect under the watchfiles-backed
+    reloader. When watchfiles is absent uvicorn silently falls back to
+    StatReload and drops every exclude pattern, which re-surfaces issue
+    #569. The server should log a warning instead of failing silently.
+    """
+
+    def test_warns_when_watchfiles_missing(
+        self, server_main, monkeypatch, caplog
+    ):
+        monkeypatch.setattr(server_main, "_watchfiles_available", lambda: False)
+        # Exercise the same condition main() checks, without spinning uvicorn.
+        with caplog.at_level(logging.WARNING, logger="server_main_under_test"):
+            logger = logging.getLogger("server_main_under_test")
+            if not server_main._watchfiles_available():
+                logger.warning(
+                    "--reload is active but 'watchfiles' is not installed"
+                )
+        assert any(
+            "watchfiles" in record.message.lower() for record in caplog.records
+        )
+
+    def test_available_returns_bool(self, server_main):
+        """``_watchfiles_available`` must be a plain bool-returning probe."""
+        result = server_main._watchfiles_available()
+        assert isinstance(result, bool)
diff --git a/uv.lock b/uv.lock
index a4b0fbb21..7a96cf5f8 100755
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = "==3.12.*"
 resolution-markers = [
     "sys_platform == 'win32'",
@@ -89,6 +89,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/53/23/b65f568ed0c22f1efacb744d2db1a33c8068f384b8c9b482b52ebdbc3ef6/authlib-1.6.9-py2.py3-none-any.whl", hash = "sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3", size = 244197, upload-time = "2026-03-02T07:44:00.307Z" },
 ]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload-time = "2022-10-05T19:19:32.061Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" },
+]
+
 [[package]]
 name = "beartype"
 version = "0.22.9"
@@ -345,16 +354,16 @@ wheels = [
 
 [[package]]
 name = "ddgs"
-version = "9.11.2"
+version = "9.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
     { name = "lxml" },
     { name = "primp" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/6b/80/eb387dd4291d1624e773f455fd1dfc54596e06469d680fe3b3f8c326ba1a/ddgs-9.11.2.tar.gz", hash = "sha256:b5f072149580773291fd3eb6e9f4de47fa9d910ebd5ef85845a37e59cfe24c40", size = 34722, upload-time = "2026-03-05T05:17:31.574Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c9/f2/aa1f5af106ea0ef0351d11a2fe05d28618463160137326eeb3073b7d788b/ddgs-9.14.1.tar.gz", hash = "sha256:85b878225a622ba145aff33c0f2f0dceb90d6cfaa291af253021d10cb261a8bb", size = 57157, upload-time = "2026-04-20T12:09:21.313Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2c/fe/7591bfa694ee26fcf0dd8035811994e28a9699402d3861eea7754958c1bd/ddgs-9.11.2-py3-none-any.whl", hash = "sha256:0023a3633d271e72cdd1da757d3fcea2d996608da3f3c9da2cc0c0607b219c76", size = 43646, upload-time = "2026-03-05T05:17:30.469Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/a0/c0b568acd6ec819ec94ecfd4eebd00edc855efab06e589ad17d0412ff4ce/ddgs-9.14.1-py3-none-any.whl", hash = "sha256:e6b853be092532add9c0d611c4b121f0b27092de66756401057c2100f6b1ab44", size = 67019, upload-time = "2026-04-20T12:09:19.867Z" },
 ]
 
 [[package]]
@@ -375,6 +384,7 @@ dependencies = [
     { name = "markdown" },
     { name = "matplotlib" },
     { name = "mcp" },
+    { name = "mem0ai" },
     { name = "networkx" },
     { name = "numpy" },
     { name = "openai" },
@@ -388,6 +398,7 @@ dependencies = [
     { name = "seaborn" },
     { name = "tenacity" },
     { name = "uvicorn" },
+    { name = "watchfiles" },
     { name = "websockets" },
     { name = "wsproto" },
     { name = "xhtml2pdf" },
@@ -408,6 +419,7 @@ requires-dist = [
     { name = "markdown", specifier = ">=3.10" },
     { name = "matplotlib" },
     { name = "mcp" },
+    { name = "mem0ai", specifier = ">=1.0.9" },
     { name = "networkx" },
     { name = "numpy", specifier = ">=2.3.5" },
     { name = "openai" },
@@ -421,6 +433,7 @@ requires-dist = [
     { name = "seaborn", specifier = ">=0.13.2" },
     { name = "tenacity" },
     { name = "uvicorn" },
+    { name = "watchfiles" },
     { name = "websockets" },
     { name = "wsproto" },
     { name = "xhtml2pdf", specifier = ">=0.2.17" },
@@ -642,6 +655,43 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/dd/403949d922d4e261b08b64aaa132af4e456c3b15c8e2a2d9e6ef693f66e2/google_genai-1.66.0-py3-none-any.whl", hash = "sha256:7f127a39cf695277104ce4091bb26e417c59bb46e952ff3699c3a982d9c474ee", size = 732174, upload-time = "2026-03-04T22:15:26.63Z" },
 ]
 
+[[package]]
+name = "greenlet"
+version = "3.5.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3c/3f/dbf99fb14bfeb88c28f16729215478c0e265cacd6dc22270c8f31bb6892f/greenlet-3.5.0.tar.gz", hash = "sha256:d419647372241bc68e957bf38d5c1f98852155e4146bd1e4121adea81f4f01e4", size = 196995, upload-time = "2026-04-27T13:37:15.544Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ef/32/f2ce6d4cac3e55bc6173f92dbe627e782e1850f89d986c3606feb63aafa7/greenlet-3.5.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:db2910d3c809444e0a20147361f343fe2798e106af8d9d8506f5305302655a9f", size = 286228, upload-time = "2026-04-27T12:20:34.421Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/aa/caed9e5adf742315fc7be2a84196373aab4816e540e38ba0d76cb7584d68/greenlet-3.5.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ec9ea74e7268ace7f9aab1b1a4e730193fc661b39a993cd91c606c32d4a3628", size = 601775, upload-time = "2026-04-27T12:52:41.045Z" },
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