Add FastAPI wrapper for dynamic MDPS job execution with status tracking

.devcontainer/devcontainer.json

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+{
+  "name": "MDPS Development Container",
+  "image": "mcr.microsoft.com/devcontainers/python:3.11",
+
+  "features": {
+    "ghcr.io/devcontainers/features/python:1": {
+      "version": "3.11"
+    },
+    "ghcr.io/devcontainers/features/git:1": {}
+  },
+
+  "customizations": {
+    "vscode": {
+      "settings": {
+        "python.defaultInterpreterPath": "/usr/local/bin/python",
+        "python.linting.enabled": true,
+        "python.linting.pylintEnabled": false,
+        "python.linting.flake8Enabled": true,
+        "python.formatting.provider": "black",
+        "editor.formatOnSave": true,
+        "files.exclude": {
+          "**/__pycache__": true,
+          "**/.pytest_cache": true,
+          "**/*.pyc": true
+        }
+      },
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "ms-python.black-formatter",
+        "ms-python.flake8"
+      ]
+    }
+  },
+
+  "forwardPorts": [8000],
+  "portsAttributes": {
+    "8000": {
+      "label": "MDPS FastAPI",
+      "onAutoForward": "notify"
+    }
+  },
+
+  "postCreateCommand": "pip install --upgrade pip && pip install -r requirements.txt",
+
+  "remoteEnv": {
+    "MDPS_ENTRYPOINT": "run_mdps:main",
+    "PYTHONPATH": "/workspaces/MDPS"
+  },
+
+  "mounts": [
+    "source=${localWorkspaceFolder}/.quant_runs,target=/workspaces/MDPS/.quant_runs,type=bind,consistency=cached"
+  ]
+}

.gitignore

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+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Virtual environments
+venv/
+ENV/
+env/
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Logs
+*.log
+logs/
+mdps.log
+
+# Data and outputs
+data/
+models/
+.quant_runs/
+*.db
+*.sqlite
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Testing
+.pytest_cache/
+.coverage
+htmlcov/
+
+# Temporary files
+tmp/
+temp/
+*.tmp