Add local host mode and configurable LLM providers

README.md

@@ -60,6 +60,26 @@ operator view for the tasks that actually execute on that Host, including
 per-step screenshots, OCR observations, and UI-tree results. The Cloud Console
 remains the fleet-level view for dispatch status and Cloud-proxy planner history.
 
+## Local-only Host Agent
+
+Run without a Cloud Control Plane by setting `HOST_AGENT_MODE=local`. Tasks
+submitted in the Host console are queued and executed in the same process:
+
+```bash
+export HOST_AGENT_MODE=local
+export AI_PLANNER_ENABLED=true
+export AI_PLANNER_PROVIDER=openai-compatible
+export AI_PLANNER_MODEL=qwen2.5
+export AI_PLANNER_API_KEY=local-key
+export AI_PLANNER_BASE_URL=http://127.0.0.1:11434/v1
+uv run --package device-host-agent device-host-agent setup
+uv run --package device-host-agent device-host-agent
+```
+
+`openai-compatible` works with Ollama, LM Studio, vLLM, or another server that
+implements OpenAI `/chat/completions`. Hosted `openai` and `anthropic` providers
+also accept `AI_PLANNER_API_KEY` and their conventional API key variables.
+
 ## Project Direction
 
 The durable roadmap is in [docs/ROADMAP.md](docs/ROADMAP.md). The architecture

apps/device-host-agent/host_agent/app.py

@@ -3,7 +3,7 @@ from __future__ import annotations
 import asyncio
 import logging
 from contextlib import suppress
-from dataclasses import dataclass
+from dataclasses import dataclass, replace
 
 import uvicorn
 
@@ -22,6 +22,7 @@ from host_agent.identity import HostIdentityStore
 from host_agent.instance_lock import InstanceLock
 from host_agent.lease import ActiveAssignmentRunner
 from host_agent.local_account import LocalAccountStore
+from host_agent.local_client import LocalHostAgentClient
 from host_agent.mcp_lock import McpBusyTracker
 from host_agent.mcp_token import McpTokenStore
 from host_agent.policy_cache import HostPolicyCacheStore
@@ -173,25 +174,37 @@ def create_application(
             startup_config.identity_path
         )
         owned_enrollment_client = enrollment_client is None
-        bootstrap_client = enrollment_client or HostAgentEnrollmentClient(
+        bootstrap_client = enrollment_client or HostAgentEnrollmentClient(startup_config)
-            startup_config
-        )
         try:
-            resolved_config = resolve_host_identity(
+            if startup_config.mode == "local":
-                startup_config,
+                resolved_config = replace(
-                identity_store=resolved_identity_store,
+                    startup_config, control_plane_url="", host_id="local-host"
-                client=bootstrap_client,
+                )
-            )
+                resolved_manager = manager or _configured_device_manager(
-            bootstrap_client.config = resolved_config
+                    config_store, config=resolved_config, enrollment_client=None
-            resolved_manager = manager or _configured_device_manager(
+                )
-                config_store,
+            else:
-                config=resolved_config,
+                resolved_config = resolve_host_identity(
-                enrollment_client=bootstrap_client,
+                    startup_config,
-            )
+                    identity_store=resolved_identity_store,
+                    client=bootstrap_client,
+                )
+                bootstrap_client.config = resolved_config
+                resolved_manager = manager or _configured_device_manager(
+                    config_store,
+                    config=resolved_config,
+                    enrollment_client=bootstrap_client,
+                )
         finally:
             if owned_enrollment_client:
                 bootstrap_client.close()
-        client = HostAgentClient(resolved_config)
+        if resolved_config.mode == "local":
+            client = LocalHostAgentClient(
+                host_id="local-host",
+                device_ids=lambda: [device.id for device in resolved_manager.list_devices()],
+            )
+        else:
+            client = HostAgentClient(resolved_config)
 
         history_store = ConsoleHistoryStore(
             resolved_config.identity_path.parent / "host_console_history.sqlite3",
@@ -352,7 +365,7 @@ def _configured_device_manager(
     config_store: DeviceConfigStore,
     *,
     config: HostAgentConfig,
-    enrollment_client: HostAgentEnrollmentClient,
+    enrollment_client: HostAgentEnrollmentClient | None,
 ) -> DeviceManager:
     manager = DeviceManager()
     for device in config_store.list():

apps/device-host-agent/host_agent/cli.py

@@ -2,7 +2,9 @@ from __future__ import annotations
 
 import argparse
 import getpass
+import os
 import sys
+from pathlib import Path
 from collections.abc import Sequence
 from dataclasses import replace
 
@@ -18,6 +20,7 @@ class LocalAccountSetupError(RuntimeError):
 
 
 def main(argv: Sequence[str] | None = None) -> None:
+    _load_dotenv()
     parser = argparse.ArgumentParser(description="Run the Device Host Agent")
     subparsers = parser.add_subparsers(dest="command")
     subparsers.add_parser("setup", help="Create the local operator account")
@@ -96,3 +99,19 @@ def _prompt_and_create(store: LocalAccountStore):
     if password != confirm:
         raise LocalAccountSetupError("passwords do not match")
     return store.create(username, password)
+
+
+def _load_dotenv() -> None:
+    """Load a simple repository-root .env without overriding shell values."""
+    path = Path.cwd() / ".env"
+    if not path.is_file():
+        return
+    for line in path.read_text(encoding="utf-8").splitlines():
+        line = line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        name, value = line.split("=", 1)
+        name = name.strip()
+        value = value.strip()
+        if name and name not in os.environ:
+            os.environ[name] = value

apps/device-host-agent/host_agent/config.py

@@ -13,6 +13,7 @@ class HostAgentConfigurationError(ValueError):
 
 _LOOPBACK_BIND_HOSTS = frozenset({"127.0.0.1", "localhost", "::1"})
 _AI_PLANNER_TRANSPORTS = frozenset({"direct", "cloud"})
+_HOST_AGENT_MODES = frozenset({"cloud", "local"})
 _REMOVED_RUNTIME_SUPERVISION_SETTINGS = (
     "HOST_AGENT_RUNTIME_SUPERVISED",
     "HOST_AGENT_RUNTIME_HOST",
@@ -22,7 +23,8 @@ _REMOVED_RUNTIME_SUPERVISION_SETTINGS = (
 
 @dataclass(frozen=True)
 class HostAgentConfig:
-    control_plane_url: str
+    control_plane_url: str = ""
+    mode: str = "cloud"
     host_id: str = ""
     token: str = field(default="", repr=False)
     identity_path: Path = Path("tasks/host_identity.json")
@@ -57,16 +59,19 @@ def load_host_agent_config(
 ) -> HostAgentConfig:
     values = os.environ if env is None else env
     _reject_removed_runtime_supervision_settings(values)
+    mode = values.get("HOST_AGENT_MODE", "cloud").strip().lower()
+    if mode not in _HOST_AGENT_MODES:
+        raise HostAgentConfigurationError("HOST_AGENT_MODE must be cloud or local")
     control_plane_url = (
         values.get(
             "HOST_AGENT_CONTROL_PLANE_URL",
-            "https://amcp.home.jerryyan.top",
+            "https://amcp.home.jerryyan.top" if mode == "cloud" else "",
         )
         .strip()
         .rstrip("/")
     )
     parsed_url = urlparse(control_plane_url)
-    if parsed_url.scheme not in {"http", "https"} or not parsed_url.netloc:
+    if mode == "cloud" and (parsed_url.scheme not in {"http", "https"} or not parsed_url.netloc):
         raise HostAgentConfigurationError(
             "HOST_AGENT_CONTROL_PLANE_URL must be an HTTP(S) URL"
         )
@@ -82,9 +87,10 @@ def load_host_agent_config(
 
     config = HostAgentConfig(
         control_plane_url=control_plane_url,
+        mode=mode,
         identity_path=identity_path,
         local_account_path=local_account_path,
-        enrollment_managed=True,
+        enrollment_managed=mode == "cloud",
         display_name=values.get("HOST_AGENT_DISPLAY_NAME") or None,
         heartbeat_interval_seconds=_positive_float(
             values,
@@ -128,9 +134,7 @@ def load_host_agent_config(
             "HOST_AGENT_CONSOLE_HISTORY_LIMIT",
             200,
         ),
-        ai_planner_transport=_parse_ai_planner_transport(
+        ai_planner_transport=("direct" if mode == "local" else _parse_ai_planner_transport(values.get("AI_PLANNER_TRANSPORT"))),
-            values.get("AI_PLANNER_TRANSPORT")
-        ),
         dependency_supervisor_enabled=_truthy(
             values, "HOST_AGENT_DEPENDENCY_SUPERVISOR_ENABLED", False
         ),

apps/device-host-agent/host_agent/local_client.py

@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+import asyncio
+import uuid
+from collections.abc import Callable
+from datetime import UTC, datetime, timedelta
+
+from cloud.internal_api.models import (
+    ClaimResponse,
+    HeartbeatResponse,
+    HostTaskCancellationResponse,
+    HostTaskSubmissionResponse,
+    LeaseRenewalResponse,
+    TerminalResultResponse,
+)
+from host_agent.progress import TaskProgressSnapshot
+
+
+class LocalHostAgentClient:
+    """In-process task broker used when the Host Agent runs without Cloud."""
+
+    def __init__(self, *, host_id: str, device_ids: Callable[[], list[str]]) -> None:
+        self.host_id = host_id
+        self._device_ids = device_ids
+        self._queue: asyncio.Queue[tuple[str, str, str | None]] = asyncio.Queue()
+        self._cancelled: set[str] = set()
+
+    async def submit_self_task(self, *, goal: str, device_id: str | None = None) -> HostTaskSubmissionResponse:
+        task_id = f"local-{uuid.uuid4().hex}"
+        await self._queue.put((task_id, goal, device_id))
+        return HostTaskSubmissionResponse(task_id=task_id)
+
+    async def claim(self):
+        task_id, goal, requested_device = await self._queue.get()
+        devices = self._device_ids()
+        device_id = requested_device or (devices[0] if devices else "")
+        if not device_id:
+            return None
+        from cloud.internal_api.models import AssignmentModel
+
+        return AssignmentModel(
+            task_id=task_id,
+            attempt=1,
+            lease_id=f"local-lease-{uuid.uuid4().hex}",
+            lease_expires_at=datetime.now(UTC) + timedelta(days=3650),
+            host_id=self.host_id,
+            device_id=device_id,
+            goal=goal,
+        )
+
+    async def heartbeat(self, *args, **kwargs) -> HeartbeatResponse:
+        return HeartbeatResponse(
+            host_id=self.host_id,
+            accepted_devices=len(self._device_ids()),
+            received_at=datetime.now(UTC),
+        )
+
+    async def renew(self, assignment, *, progress: TaskProgressSnapshot | None = None) -> LeaseRenewalResponse:
+        return LeaseRenewalResponse(
+            status="renewed",
+            lease_expires_at=datetime.now(UTC) + timedelta(days=3650),
+        )
+
+    async def report_result(self, assignment, *, status: str, failure_reason: str | None = None, result: dict | None = None) -> TerminalResultResponse:
+        return TerminalResultResponse(status="recorded")
+
+    async def cancel_task(self, task_id: str) -> HostTaskCancellationResponse:
+        self._cancelled.add(task_id)
+        return HostTaskCancellationResponse(task_id=task_id, status="cancel_requested")
+
+    async def aclose(self) -> None:
+        return None

apps/device-host-agent/tests/test_config.py

@@ -27,6 +27,15 @@ def test_load_host_agent_config_allows_explicit_direct_planner_transport() -> No
     assert config.ai_planner_transport == "direct"
 
 
+def test_load_host_agent_config_supports_local_mode() -> None:
+    config = load_host_agent_config({"HOST_AGENT_MODE": "local"})
+
+    assert config.mode == "local"
+    assert config.control_plane_url == ""
+    assert config.enrollment_managed is False
+    assert config.ai_planner_transport == "direct"
+
+
 def test_load_host_agent_config_parses_poll_and_retry_values() -> None:
     config = load_host_agent_config(
         {

runtime/planner_config.py

@@ -8,6 +8,7 @@ DEFAULT_PROVIDER = "anthropic"
 DEFAULT_MODEL_BY_PROVIDER = {
     "anthropic": "claude-sonnet-5",
     "openai": "gpt-5.6",
+    "openai_compatible": "local-model",
 }
 DEFAULT_TIMEOUT_SECONDS = 30.0
 
@@ -16,6 +17,8 @@ PROVIDER_ENV = "AI_PLANNER_PROVIDER"
 MODEL_ENV = "AI_PLANNER_MODEL"
 TIMEOUT_ENV = "AI_PLANNER_TIMEOUT_SECONDS"
 THINKING_BUDGET_ENV = "AI_PLANNER_THINKING_BUDGET_TOKENS"
+API_KEY_ENV = "AI_PLANNER_API_KEY"
+BASE_URL_ENV = "AI_PLANNER_BASE_URL"
 
 SUPPORTED_PROVIDERS = frozenset(DEFAULT_MODEL_BY_PROVIDER)
 
@@ -27,6 +30,8 @@ class PlannerConfig:
     model: str = ""
     timeout: float = DEFAULT_TIMEOUT_SECONDS
     thinking_budget_tokens: int | None = None
+    api_key: str | None = None
+    base_url: str | None = None
 
     def resolved_model(self) -> str:
         return self.model or DEFAULT_MODEL_BY_PROVIDER[self.provider]
@@ -40,6 +45,8 @@ def load_config(env: Mapping[str, str] | None = None) -> PlannerConfig:
         model=values.get(MODEL_ENV) or "",
         timeout=_parse_timeout(values.get(TIMEOUT_ENV)),
         thinking_budget_tokens=_parse_thinking_budget(values.get(THINKING_BUDGET_ENV)),
+        api_key=values.get(API_KEY_ENV) or _provider_key(values),
+        base_url=values.get(BASE_URL_ENV) or None,
     )
 
 
@@ -53,6 +60,8 @@ def _parse_provider(value: str | None) -> str:
     if value is None:
         return DEFAULT_PROVIDER
     provider = value.strip().lower()
+    if provider in {"openai-compatible", "openai_compatible", "local"}:
+        return "openai_compatible"
     return provider if provider in SUPPORTED_PROVIDERS else DEFAULT_PROVIDER
 
 
@@ -74,3 +83,12 @@ def _parse_thinking_budget(value: str | None) -> int | None:
     except ValueError:
         return None
     return budget if budget > 0 else None
+
+
+def _provider_key(values: Mapping[str, str]) -> str | None:
+    provider = (values.get(PROVIDER_ENV) or DEFAULT_PROVIDER).strip().lower()
+    if provider == "openai":
+        return values.get("OPENAI_API_KEY") or None
+    if provider == "anthropic":
+        return values.get("ANTHROPIC_API_KEY") or None
+    return None

runtime/tool_calling_client.py

@@ -288,10 +288,14 @@ class OpenAIToolCallingClient:
 
 def build_client(config: PlannerConfig) -> ToolCallingClient:
     model = config.resolved_model()
-    if config.provider == "openai":
+    if config.provider in {"openai", "openai_compatible"}:
-        return OpenAIToolCallingClient(model=model)
+        return OpenAIToolCallingClient(
+            model=model, api_key=config.api_key, base_url=config.base_url
+        )
     return AnthropicToolCallingClient(
         model=model,
+        api_key=config.api_key,
+        base_url=config.base_url,
         thinking_budget_tokens=config.thinking_budget_tokens,
     )