diff --git a/run b/run
new file mode 120000
index 0000000..5e69507
--- /dev/null
+++ b/run
@@ -0,0 +1 @@
+scripts/run/script_runner.py
\ No newline at end of file
diff --git a/scripts/run/__init__.py b/scripts/run/__init__.py
new file mode 100644
index 0000000..b1f6269
--- /dev/null
+++ b/scripts/run/__init__.py
@@ -0,0 +1 @@
+"""@model-boss script runner package."""
diff --git a/scripts/run/dev_command.py b/scripts/run/dev_command.py
new file mode 100644
index 0000000..a149a0d
--- /dev/null
+++ b/scripts/run/dev_command.py
@@ -0,0 +1,127 @@
+"""Dev command handler for @model-boss script runner.
+
+Starts development servers using configuration from infrastructure/ports.yaml.
+"""
+
+import argparse
+import subprocess
+import sys
+from pathlib import Path
+
+from service_config import get_service_config, list_services
+
+
+def dev_command(args: list[str], workspace_root: Path) -> int:
+    """Start development servers.
+
+    Args:
+        args: Command-line arguments
+        workspace_root: Path to workspace root
+
+    Returns:
+        Exit code (0 = success, non-zero = failure)
+    """
+    services = list_services("dev")
+
+    parser = argparse.ArgumentParser(
+        prog="./run dev",
+        description="Start development servers",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+Examples:
+  ./run dev coordinator       # Start GPU coordinator
+  ./run dev llama-http        # Start LLM backend
+  ./run dev --list            # List all available services
+
+Available services:
+  coordinator   GPU/model coordination (port 8210)
+  llama-http    LLM backend with llama.cpp (port 10010)
+
+Note: Services run in foreground. Use Ctrl+C to stop.
+        """,
+    )
+
+    parser.add_argument(
+        "service",
+        nargs="?",
+        choices=services,
+        help="Service to start",
+    )
+
+    parser.add_argument(
+        "--list",
+        action="store_true",
+        help="List available services",
+    )
+
+    parsed = parser.parse_args(args)
+
+    # List services
+    if parsed.list:
+        print("Development services:\n")
+        for svc_id in services:
+            cfg = get_service_config(svc_id, "dev")
+            print(f"  {svc_id:15} port {cfg['port']}")
+        return 0
+
+    # Require service argument
+    if not parsed.service:
+        parser.print_help()
+        return 1
+
+    cfg = get_service_config(parsed.service, "dev")
+    service_dir = workspace_root / cfg["dir"]
+
+    if not service_dir.exists():
+        print(f"Error: Service directory not found: {service_dir}", file=sys.stderr)
+        return 1
+
+    print(f"Starting {parsed.service} on port {cfg['port']}...")
+    print(f"Directory: {service_dir}")
+    print()
+
+    # Check for venv
+    venv_path = service_dir / ".venv"
+    if not venv_path.exists():
+        print("Warning: No .venv found. You may need to create one:")
+        print(f"  cd {service_dir}")
+        print("  python -m venv .venv")
+        print("  source .venv/bin/activate")
+        print("  pip install -e .")
+        print()
+
+    # Use python -m to run the service module
+    cmd = ["python", "-m", cfg["module"]]
+
+    # For Python services, activate venv
+    activate_script = venv_path / "bin" / "activate"
+    if activate_script.exists():
+        full_cmd = f"source {activate_script} && {' '.join(cmd)}"
+        cmd = ["bash", "-c", full_cmd]
+
+    print(f"Command: python -m {cfg['module']}")
+    print()
+    print("Press Ctrl+C to stop")
+    print("-" * 50)
+    print()
+
+    # Run service
+    try:
+        result = subprocess.run(cmd, cwd=service_dir, check=False)
+        return result.returncode
+    except KeyboardInterrupt:
+        print("\n\nStopped by user")
+        return 0
+
+
+def register_dev_command(runner):
+    """Register the dev command with the script runner.
+
+    Args:
+        runner: ScriptRunner instance
+    """
+    runner.register_command(
+        "dev",
+        dev_command,
+        "Start development servers",
+    )
diff --git a/scripts/run/prod_command.py b/scripts/run/prod_command.py
new file mode 100644
index 0000000..9e927ea
--- /dev/null
+++ b/scripts/run/prod_command.py
@@ -0,0 +1,129 @@
+"""Production server command for @model-boss.
+
+Starts production servers using configuration from infrastructure/ports.production.yaml.
+"""
+
+import argparse
+import os
+import subprocess
+import sys
+from pathlib import Path
+
+from service_config import get_service_config, list_services
+
+
+def prod_command(args: list[str], workspace_root: Path) -> int:
+    """Start production servers.
+
+    Args:
+        args: Command-line arguments
+        workspace_root: Path to workspace root
+
+    Returns:
+        Exit code (0 = success, non-zero = failure)
+    """
+    services = list_services("prod")
+
+    parser = argparse.ArgumentParser(
+        prog="./run prod",
+        description="Start production servers",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+Examples:
+  ./run prod coordinator        # Start coordinator on prod port
+  ./run prod llama-http         # Start LLM backend on prod port
+  ./run prod --list             # List prod services with settings
+
+Note: Production ports are dev + 10000 (e.g., 8210 -> 18210).
+This allows running dev and prod simultaneously.
+        """,
+    )
+
+    parser.add_argument(
+        "service",
+        nargs="?",
+        choices=services,
+        help="Service to start",
+    )
+
+    parser.add_argument(
+        "--list",
+        action="store_true",
+        help="List available services with production settings",
+    )
+
+    parser.add_argument(
+        "--workers",
+        type=int,
+        help="Override worker count",
+    )
+
+    parser.add_argument(
+        "--log-level",
+        help="Override log level",
+    )
+
+    parsed = parser.parse_args(args)
+
+    if parsed.list:
+        print("Production services:\n")
+        for svc_id in services:
+            cfg = get_service_config(svc_id, "prod")
+            timeout = cfg["timeout_keep_alive"]
+            print(
+                f"  {svc_id:15} port {cfg['port']:5}  "
+                f"workers={cfg['workers']}  timeout={timeout}s"
+            )
+        return 0
+
+    if not parsed.service:
+        parser.print_help()
+        return 1
+
+    cfg = get_service_config(parsed.service, "prod")
+    service_dir = workspace_root / cfg["dir"]
+
+    if not service_dir.exists():
+        print(f"Error: {service_dir} not found", file=sys.stderr)
+        return 1
+
+    # Set environment variables for production port
+    env = os.environ.copy()
+    if parsed.service == "coordinator":
+        env["MODEL_BOSS_PORT"] = str(cfg["port"])
+    elif parsed.service == "llama-http":
+        env["LLAMA_HTTP_PORT"] = str(cfg["port"])
+
+    # Use python -m to run the service module
+    cmd = ["python", "-m", cfg["module"]]
+
+    # For Python services, activate venv
+    venv = service_dir / ".venv/bin/activate"
+    if venv.exists():
+        # Pass environment variables through bash
+        env_exports = " ".join(f"{k}={v}" for k, v in env.items() if k.startswith(("MODEL_BOSS_", "LLAMA_HTTP_")))
+        full_cmd = f"source {venv} && {env_exports} {' '.join(cmd)}"
+        cmd = ["bash", "-c", full_cmd]
+
+    print(f"Starting {parsed.service} (production) on port {cfg['port']}")
+    print(f"Workers: {parsed.workers or cfg['workers']}")
+    print(f"Timeout: {cfg['timeout_keep_alive']}s")
+    print()
+
+    try:
+        return subprocess.run(cmd, cwd=service_dir, env=env).returncode
+    except KeyboardInterrupt:
+        return 0
+
+
+def register_prod_command(runner):
+    """Register the prod command with the script runner.
+
+    Args:
+        runner: ScriptRunner instance
+    """
+    runner.register_command(
+        "prod",
+        prod_command,
+        "Start production servers",
+    )
diff --git a/scripts/run/script_runner.py b/scripts/run/script_runner.py
new file mode 100755
index 0000000..6e5c589
--- /dev/null
+++ b/scripts/run/script_runner.py
@@ -0,0 +1,126 @@
+#!/usr/bin/env python3
+"""
+@model-boss Workspace Script Runner
+
+Unified command runner for the @model-boss workspace.
+
+Usage:
+    ./run dev <service>     # Start development server
+    ./run prod <service>    # Start production server
+    ./run --help            # Show all available commands
+    ./run <command> --help  # Show command-specific help
+"""
+
+import argparse
+import sys
+from pathlib import Path
+
+
+class ScriptRunner:
+    """Main script runner that dispatches to command handlers."""
+
+    def __init__(self):
+        # Get the actual script location (resolves symlinks)
+        script_path = Path(__file__).resolve()
+        # workspace_root is 3 levels up from script_runner.py
+        # script_runner.py -> run/ -> scripts/ -> workspace/
+        self.workspace_root = script_path.parent.parent.parent
+        self.commands = {}
+
+    def register_command(self, name: str, handler, help_text: str):
+        """Register a command handler."""
+        self.commands[name] = {
+            "handler": handler,
+            "help": help_text,
+        }
+
+    def run(self, args=None):
+        """Parse arguments and dispatch to command handler."""
+        parser = argparse.ArgumentParser(
+            prog="./run",
+            description="@model-boss workspace script runner",
+            formatter_class=argparse.RawDescriptionHelpFormatter,
+            epilog=self._build_command_list(),
+        )
+
+        parser.add_argument(
+            "command",
+            choices=list(self.commands.keys()),
+            help="Command to run",
+        )
+
+        # Parse just the command first
+        if args is None:
+            args = sys.argv[1:]
+
+        if not args or args[0] in ["-h", "--help"]:
+            parser.print_help()
+            return 0
+
+        command_name = args[0]
+        command_args = args[1:]
+
+        if command_name not in self.commands:
+            parser.print_help()
+            return 1
+
+        # Dispatch to command handler
+        command = self.commands[command_name]
+        try:
+            return command["handler"](command_args, self.workspace_root)
+        except KeyboardInterrupt:
+            print("\n\nInterrupted by user")
+            return 130
+        except Exception as e:
+            print(f"\nError: {e}", file=sys.stderr)
+            return 1
+
+    def _build_command_list(self):
+        """Build formatted command list for help text."""
+        if not self.commands:
+            return ""
+
+        lines = ["\nAvailable commands:"]
+        max_len = max(len(name) for name in self.commands.keys())
+
+        for name, cmd in sorted(self.commands.items()):
+            padding = " " * (max_len - len(name))
+            lines.append(f"  {name}{padding}  {cmd['help']}")
+
+        return "\n".join(lines)
+
+
+def load_command(command_path: Path):
+    """Dynamically load a command module."""
+    import importlib.util
+    spec = importlib.util.spec_from_file_location(command_path.stem, command_path)
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+def main():
+    """Main entry point."""
+    runner = ScriptRunner()
+
+    # Resolve the actual file location (handles symlinks)
+    script_path = Path(__file__).resolve()
+
+    # Register all commands
+    commands = [
+        ("dev_command.py", "register_dev_command"),
+        ("prod_command.py", "register_prod_command"),
+    ]
+
+    for cmd_file, register_func in commands:
+        cmd_path = script_path.parent / cmd_file
+        if cmd_path.exists():
+            cmd_module = load_command(cmd_path)
+            getattr(cmd_module, register_func)(runner)
+
+    # Run
+    sys.exit(runner.run())
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/run/service_config.py b/scripts/run/service_config.py
new file mode 100644
index 0000000..e7cc601
--- /dev/null
+++ b/scripts/run/service_config.py
@@ -0,0 +1,87 @@
+"""Service configuration loader for @model-boss.
+
+Loads from infrastructure/ports.yaml (service-registry compatible).
+"""
+from pathlib import Path
+from typing import TypedDict
+
+import yaml
+
+
+# Service directory mapping
+SERVICE_DIRS: dict[str, str] = {
+    "coordinator": "services/coordinator/service",
+    "llama-http": "services/llama-http/service",
+}
+
+# App entrypoints (uvicorn app paths) - using Python module paths
+SERVICE_APPS: dict[str, str] = {
+    "coordinator": "model_boss_coordinator:create_app",
+    "llama-http": "llama_http:create_app",
+}
+
+# Service module names for -m execution
+SERVICE_MODULES: dict[str, str] = {
+    "coordinator": "model_boss_coordinator",
+    "llama-http": "llama_http",
+}
+
+
+class PortsConfig(TypedDict, total=False):
+    """Type for ports configuration."""
+
+    model_boss: dict[str, int]
+    runtime: dict
+
+
+def load_ports(config_file: str = "ports.yaml") -> PortsConfig:
+    """Load ports from infrastructure config."""
+    config_path = Path(__file__).parent.parent.parent / "infrastructure" / config_file
+    if not config_path.exists():
+        raise FileNotFoundError(f"Config not found: {config_path}")
+
+    with open(config_path) as f:
+        return yaml.safe_load(f)
+
+
+def get_service_config(service_id: str, environment: str = "dev") -> dict:
+    """Get full service configuration."""
+    config_file = "ports.production.yaml" if environment == "prod" else "ports.yaml"
+    ports_config = load_ports(config_file)
+
+    # Handle both "model-boss" and "model_boss" keys in YAML
+    port_section = ports_config.get("model-boss") or ports_config.get("model_boss", {})
+    port = port_section.get(service_id)
+    if port is None:
+        raise ValueError(f"Unknown service: {service_id}")
+
+    runtime = ports_config.get("runtime", {})
+
+    return {
+        "id": service_id,
+        "port": port,
+        "dir": SERVICE_DIRS.get(service_id, f"services/{service_id}/service"),
+        "app": SERVICE_APPS.get(service_id),
+        "module": SERVICE_MODULES.get(service_id),
+        "type": "python",
+        "reload": runtime.get("reload", environment == "dev"),
+        "log_level": runtime.get("log_level", "info"),
+        "workers": runtime.get("workers", {}).get(service_id, 1),
+        "timeout_keep_alive": runtime.get("timeout_keep_alive", {}).get(
+            service_id, runtime.get("timeout_keep_alive", {}).get("default", 30)
+        ),
+    }
+
+
+def list_services(environment: str = "dev") -> list[str]:
+    """List available service IDs."""
+    config_file = "ports.production.yaml" if environment == "prod" else "ports.yaml"
+    ports_config = load_ports(config_file)
+    # Handle both key formats
+    port_section = ports_config.get("model-boss") or ports_config.get("model_boss", {})
+    # Filter to only services that have directories defined
+    return [
+        svc_id
+        for svc_id in port_section.keys()
+        if svc_id in SERVICE_DIRS
+    ]