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	"name": "Grok 4.20 Reasoning",
	"description": "xAI's Grok 4.20 reasoning model. Uses extended thinking to work through complex problems, returning a reasoning trace alongside the final answer.",
	"task": "Text Generation",
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		"LLM",
		"Reasoning",
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		"Agentic"
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			"name": "Simple Question",
			"description": "Basic chat completion request",
			"input": {
				"messages": [
					{
						"content": "What are the three laws of thermodynamics?",
						"role": "user"
					}
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			},
			"output": {
				"text": "**The Three Laws of Thermodynamics** (in plain language):\n\n### 1. First Law (Conservation of Energy)\n**Energy cannot be created or destroyed \u2014 only converted from one form to another.**\n\n- In equation form: **\u0394U = Q \u2212 W**\n  - \u0394U = change in the system\u2019s internal energy\n  - Q = heat added to the system\n  - W = work done *by* the system\n\nThis is basically the law of conservation of energy applied to thermodynamic systems. If you add heat to a gas, that energy has to go somewhere \u2014 it can increase the gas\u2019s temperature (internal energy) or be used to push a piston (work).\n\n### 2. Second Law (Entropy and Directionality)\n**The entropy (disorder) of an isolated system always increases over time.**\n\nKey implications:\n- Heat flows spontaneously from hot to cold, never the reverse.\n- It is impossible to build a perfectly efficient heat engine (some energy is always \u201cwasted\u201d as heat).\n- Processes have a natural direction; time has an arrow.\n\nPopular statement: \u201cYou can\u2019t even break even.\u201d Every real process increases the total entropy of the universe.\n\n### 3. Third Law (Absolute Zero)\n**As the temperature of a system approaches absolute zero (0 K or \u2212273.15 \u00b0C), its entropy approaches a minimum value (often zero for a perfect crystal).**\n\nKey consequences:\n- It is impossible to reach absolute zero in a finite number of steps.\n- Many materials exhibit strange quantum behaviors near 0 K (superconductivity, superfluidity, etc.).\n\n---\n\n### Bonus: The Zeroth Law (The \u201cTemperature Law\u201d)\nAlthough not one of the original three, it\u2019s so fundamental it was named *after* them:\n\n**If two systems are each in thermal equilibrium with a third system, they are in thermal equilibrium with each other.**\n\nThis is what allows us to define temperature and use thermometers.\n\nWould you like a more technical/deep-dive version of any of these laws?"
			},
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							"content": "**The Three Laws of Thermodynamics** (in plain language):\n\n### 1. First Law (Conservation of Energy)\n**Energy cannot be created or destroyed \u2014 only converted from one form to another.**\n\n- In equation form: **\u0394U = Q \u2212 W**\n  - \u0394U = change in the system\u2019s internal energy\n  - Q = heat added to the system\n  - W = work done *by* the system\n\nThis is basically the law of conservation of energy applied to thermodynamic systems. If you add heat to a gas, that energy has to go somewhere \u2014 it can increase the gas\u2019s temperature (internal energy) or be used to push a piston (work).\n\n### 2. Second Law (Entropy and Directionality)\n**The entropy (disorder) of an isolated system always increases over time.**\n\nKey implications:\n- Heat flows spontaneously from hot to cold, never the reverse.\n- It is impossible to build a perfectly efficient heat engine (some energy is always \u201cwasted\u201d as heat).\n- Processes have a natural direction; time has an arrow.\n\nPopular statement: \u201cYou can\u2019t even break even.\u201d Every real process increases the total entropy of the universe.\n\n### 3. Third Law (Absolute Zero)\n**As the temperature of a system approaches absolute zero (0 K or \u2212273.15 \u00b0C), its entropy approaches a minimum value (often zero for a perfect crystal).**\n\nKey consequences:\n- It is impossible to reach absolute zero in a finite number of steps.\n- Many materials exhibit strange quantum behaviors near 0 K (superconductivity, superfluidity, etc.).\n\n---\n\n### Bonus: The Zeroth Law (The \u201cTemperature Law\u201d)\nAlthough not one of the original three, it\u2019s so fundamental it was named *after* them:\n\n**If two systems are each in thermal equilibrium with a third system, they are in thermal equilibrium with each other.**\n\nThis is what allows us to define temperature and use thermometers.\n\nWould you like a more technical/deep-dive version of any of these laws?",
							"reasoning_content": "The question is: \"What are the three laws of thermodynamics?\"\nI know the three laws of thermodynamics are key principles in physics that govern energy, heat, and work in systems. The first law is about conservation of energy, stating that energy can't be created or destroyed, only transformed.",
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					"code": "const response = await env.AI.run(\n  'xai/grok-4.20-0309-reasoning',\n  { messages: [{ content: 'What are the three laws of thermodynamics?', role: 'user' }] },\n)\nconsole.log(response)"
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					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"xai/grok-4.20-0309-reasoning\",\n  \"messages\": [\n    {\n      \"content\": \"What are the three laws of thermodynamics?\",\n      \"role\": \"user\"\n    }\n  ]\n}'"
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			"name": "With System Message",
			"description": "Using a system message to set context",
			"input": {
				"messages": [
					{
						"content": "You are a helpful coding assistant specializing in Python.",
						"role": "system"
					},
					{
						"content": "How do I read a JSON file in Python?",
						"role": "user"
					}
				]
			},
			"output": {
				"text": "**Best way to read a JSON file in Python:**\n\n### Method 1: Using `json.load()` (Recommended)\n\n```python\nimport json\nfrom pathlib import Path\n\n# Method A: Using pathlib (modern and clean)\ndef read_json(file_path: str | Path):\n    path = Path(file_path)\n    with path.open('r', encoding='utf-8') as file:\n        return json.load(file)\n\n# Usage\ndata = read_json('data.json')\nprint(data)\n```\n\n### Method 2: Simple version (most common)\n\n```python\nimport json\n\nwith open('data.json', 'r', encoding='utf-8') as file:\n    data = json.load(file)\n\nprint(data)\n```\n\n---\n\n### Complete Example\n\n```python\nimport json\nfrom pathlib import Path\nfrom typing import Any\n\ndef load_json(file_path: str | Path) -> dict | list:\n    \"\"\"Safely load a JSON file.\"\"\"\n    try:\n        path = Path(file_path)\n        with path.open('r', encoding='utf-8') as file:\n            return json.load(file)\n    except FileNotFoundError:\n        print(f\"Error: File '{file_path}' not found.\")\n        return {}\n    except json.JSONDecodeError as e:\n        print(f\"Error: Invalid JSON in '{file_path}': {e}\")\n        return {}\n    except Exception as e:\n        print(f\"Unexpected error: {e}\")\n        return {}\n\n# Usage\ndata = load_json('config.json')\n\n# Access the data\nif isinstance(data, dict):\n    print(data.get('name'))\n    print(data.get('settings', {}))\n```\n\n---\n\n### Key Points:\n\n- **`json.load()`** \u2192 reads from a **file object**\n- **`json.loads()`** \u2192 reads from a **string** (note the 's')\n- Always specify `encoding='utf-8'` to avoid encoding issues\n- Use `pathlib.Path` for better path handling (recommended in modern Python)\n\n---\n\n### Bonus: One-liner (for quick scripts)\n\n```python\nimport json\ndata = json.loads(Path('data.json').read_text(encoding='utf-8'))\n```\n\nWould you like me to also show how to:\n- Read JSON from a URL?\n- Handle very large JSON files?\n- Write JSON files?\n- Use `pydantic` or `dataclasses` with JSON?"
			},
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							"content": "**Best way to read a JSON file in Python:**\n\n### Method 1: Using `json.load()` (Recommended)\n\n```python\nimport json\nfrom pathlib import Path\n\n# Method A: Using pathlib (modern and clean)\ndef read_json(file_path: str | Path):\n    path = Path(file_path)\n    with path.open('r', encoding='utf-8') as file:\n        return json.load(file)\n\n# Usage\ndata = read_json('data.json')\nprint(data)\n```\n\n### Method 2: Simple version (most common)\n\n```python\nimport json\n\nwith open('data.json', 'r', encoding='utf-8') as file:\n    data = json.load(file)\n\nprint(data)\n```\n\n---\n\n### Complete Example\n\n```python\nimport json\nfrom pathlib import Path\nfrom typing import Any\n\ndef load_json(file_path: str | Path) -> dict | list:\n    \"\"\"Safely load a JSON file.\"\"\"\n    try:\n        path = Path(file_path)\n        with path.open('r', encoding='utf-8') as file:\n            return json.load(file)\n    except FileNotFoundError:\n        print(f\"Error: File '{file_path}' not found.\")\n        return {}\n    except json.JSONDecodeError as e:\n        print(f\"Error: Invalid JSON in '{file_path}': {e}\")\n        return {}\n    except Exception as e:\n        print(f\"Unexpected error: {e}\")\n        return {}\n\n# Usage\ndata = load_json('config.json')\n\n# Access the data\nif isinstance(data, dict):\n    print(data.get('name'))\n    print(data.get('settings', {}))\n```\n\n---\n\n### Key Points:\n\n- **`json.load()`** \u2192 reads from a **file object**\n- **`json.loads()`** \u2192 reads from a **string** (note the 's')\n- Always specify `encoding='utf-8'` to avoid encoding issues\n- Use `pathlib.Path` for better path handling (recommended in modern Python)\n\n---\n\n### Bonus: One-liner (for quick scripts)\n\n```python\nimport json\ndata = json.loads(Path('data.json').read_text(encoding='utf-8'))\n```\n\nWould you like me to also show how to:\n- Read JSON from a URL?\n- Handle very large JSON files?\n- Write JSON files?\n- Use `pydantic` or `dataclasses` with JSON?",
							"reasoning_content": "The question is: \"How do I read a JSON file in Python?\"\nI know the best way to read a JSON file in Python is by using the built-in json module. It's straightforward and doesn't require any external libraries.\n\nFirst, I import the json module at the top of my script.",
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					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"xai/grok-4.20-0309-reasoning\",\n  \"messages\": [\n    {\n      \"content\": \"You are a helpful coding assistant specializing in Python.\",\n      \"role\": \"system\"\n    },\n    {\n      \"content\": \"How do I read a JSON file in Python?\",\n      \"role\": \"user\"\n    }\n  ]\n}'"
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		{
			"name": "Multi-turn Conversation",
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			"input": {
				"max_completion_tokens": 8192,
				"messages": [
					{
						"content": "I need help planning a road trip from San Francisco to Los Angeles.",
						"role": "user"
					},
					{
						"content": "I'd be happy to help! The drive is about 380 miles and takes roughly 5-6 hours. Would you like suggestions for scenic routes or interesting stops along the way?",
						"role": "assistant"
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					{
						"content": "Yes, what are some good places to stop?",
						"role": "user"
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				"text": "**Here are some excellent stops on the San Francisco to Los Angeles drive**, ordered from north to south. I\u2019m assuming you\u2019re taking the **scenic Pacific Coast Highway (Highway 1)** route, which is far more enjoyable than the fast I-5 inland route. The full coastal drive is roughly 450\u2013500 miles and works best as a **2\u20133 day trip**.\n\n### Top Recommended Stops (North to South)\n\n**1. Half Moon Bay (45\u201360 min from SF)**  \n- Cute coastal town with dramatic cliffs and beaches.  \n- Great for a quick breakfast/coffee stop or a short hike at coastal bluffs.  \n- *Pro tip:* Try the bakery at **Half Moon Bay Coffee Company**.\n\n**2. Santa Cruz (1.5\u20132 hours from SF)**  \n- Classic California beach town with a historic boardwalk, surfing culture, and redwood forests nearby.  \n- Excellent for lunch (strong seafood scene) or a quick ride on the Giant Dipper roller coaster.  \n- If you like nature, detour to **Henry Cowell Redwoods** for a short walk among giant trees.\n\n**3. Monterey & Carmel-by-the-Sea (2\u20132.5 hours from SF)**  \n- **Monterey**: World-class **Monterey Bay Aquarium**, Cannery Row, and fresh seafood.  \n- **Carmel**: Storybook village with beautiful beaches, art galleries, and the famous **17-Mile Drive** (pebble beach, cypress trees, multi-million dollar homes).  \n- Many people spend their first night here.\n\n**4. Big Sur (3\u20134 hours from SF)**  \n- The **highlight** of the entire drive.  \n- Must-sees:  \n  - **Bixby Bridge** (iconic photo stop)  \n  - **McWay Falls** (waterfall that lands directly on the beach)  \n  - **Pfeiffer Beach** (purple sand, keyhole rock formations)  \n  - **Julia Pfeiffer Burns State Park** (great short hikes)  \n- Stop for lunch at **Nepenthe** (iconic cliffside restaurant with insane views).  \n- *Note:* Cell service is spotty here \u2014 plan accordingly.\n\n**5. Hearst Castle (San Simeon) (~5\u20136 hours from SF)**  \n- The extravagant mansion built by William Randolph Hearst.  \n- Guided tours are impressive if you have 2+ hours. Even just stopping at the visitor center for views is worthwhile.\n\n**6. Cambria or Morro Bay**  \n- Relaxed coastal towns perfect for an overnight or dinner.  \n- **Moonstone Beach** in Cambria is lovely for a sunset walk.  \n- Morro Bay has the famous giant volcanic rock \u201cMorro Rock.\u201d\n\n**7. Pismo Beach / Avila Beach (~7\u20138 hours from SF)**  \n- Classic beach town with good restaurants and fewer crowds than Big Sur.  \n- Great midway overnight spot before the final push to LA.\n\n**8. Santa Barbara (9\u201310 hours from SF)**  \n- The \u201cAmerican Riviera.\u201d Spanish architecture, beautiful beaches, excellent wine country nearby.  \n- Walk **State Street**, visit the historic **Mission**, or grab seafood at the harbor.  \n- Many people spend their second night here.\n\n**9. Malibu (closer to LA)**  \n- Stop at **El Matador State Beach** or **Point Dume** for dramatic cliffs and ocean views before hitting the LA traffic.\n\n---\n\n### Quick Itinerary Suggestions\n\n- **2-Day Trip**: SF \u2192 Big Sur/Cambria (overnight) \u2192 Santa Barbara \u2192 LA  \n- **3-Day Trip**: SF \u2192 Monterey/Carmel (night 1) \u2192 Big Sur/Cambria (night 2) \u2192 Santa Barbara \u2192 LA\n\nWould you like me to:\n- Customize this based on your interests (hiking, food, photography, wine, history, etc.)?\n- Suggest specific restaurants or hikes?\n- Recommend places to stay?\n- Give you a Google Maps-ready list or estimated driving times?\n\nJust tell me how many days you have and what kind of vibe you\u2019re going for!"
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							"content": "**Here are some excellent stops on the San Francisco to Los Angeles drive**, ordered from north to south. I\u2019m assuming you\u2019re taking the **scenic Pacific Coast Highway (Highway 1)** route, which is far more enjoyable than the fast I-5 inland route. The full coastal drive is roughly 450\u2013500 miles and works best as a **2\u20133 day trip**.\n\n### Top Recommended Stops (North to South)\n\n**1. Half Moon Bay (45\u201360 min from SF)**  \n- Cute coastal town with dramatic cliffs and beaches.  \n- Great for a quick breakfast/coffee stop or a short hike at coastal bluffs.  \n- *Pro tip:* Try the bakery at **Half Moon Bay Coffee Company**.\n\n**2. Santa Cruz (1.5\u20132 hours from SF)**  \n- Classic California beach town with a historic boardwalk, surfing culture, and redwood forests nearby.  \n- Excellent for lunch (strong seafood scene) or a quick ride on the Giant Dipper roller coaster.  \n- If you like nature, detour to **Henry Cowell Redwoods** for a short walk among giant trees.\n\n**3. Monterey & Carmel-by-the-Sea (2\u20132.5 hours from SF)**  \n- **Monterey**: World-class **Monterey Bay Aquarium**, Cannery Row, and fresh seafood.  \n- **Carmel**: Storybook village with beautiful beaches, art galleries, and the famous **17-Mile Drive** (pebble beach, cypress trees, multi-million dollar homes).  \n- Many people spend their first night here.\n\n**4. Big Sur (3\u20134 hours from SF)**  \n- The **highlight** of the entire drive.  \n- Must-sees:  \n  - **Bixby Bridge** (iconic photo stop)  \n  - **McWay Falls** (waterfall that lands directly on the beach)  \n  - **Pfeiffer Beach** (purple sand, keyhole rock formations)  \n  - **Julia Pfeiffer Burns State Park** (great short hikes)  \n- Stop for lunch at **Nepenthe** (iconic cliffside restaurant with insane views).  \n- *Note:* Cell service is spotty here \u2014 plan accordingly.\n\n**5. Hearst Castle (San Simeon) (~5\u20136 hours from SF)**  \n- The extravagant mansion built by William Randolph Hearst.  \n- Guided tours are impressive if you have 2+ hours. Even just stopping at the visitor center for views is worthwhile.\n\n**6. Cambria or Morro Bay**  \n- Relaxed coastal towns perfect for an overnight or dinner.  \n- **Moonstone Beach** in Cambria is lovely for a sunset walk.  \n- Morro Bay has the famous giant volcanic rock \u201cMorro Rock.\u201d\n\n**7. Pismo Beach / Avila Beach (~7\u20138 hours from SF)**  \n- Classic beach town with good restaurants and fewer crowds than Big Sur.  \n- Great midway overnight spot before the final push to LA.\n\n**8. Santa Barbara (9\u201310 hours from SF)**  \n- The \u201cAmerican Riviera.\u201d Spanish architecture, beautiful beaches, excellent wine country nearby.  \n- Walk **State Street**, visit the historic **Mission**, or grab seafood at the harbor.  \n- Many people spend their second night here.\n\n**9. Malibu (closer to LA)**  \n- Stop at **El Matador State Beach** or **Point Dume** for dramatic cliffs and ocean views before hitting the LA traffic.\n\n---\n\n### Quick Itinerary Suggestions\n\n- **2-Day Trip**: SF \u2192 Big Sur/Cambria (overnight) \u2192 Santa Barbara \u2192 LA  \n- **3-Day Trip**: SF \u2192 Monterey/Carmel (night 1) \u2192 Big Sur/Cambria (night 2) \u2192 Santa Barbara \u2192 LA\n\nWould you like me to:\n- Customize this based on your interests (hiking, food, photography, wine, history, etc.)?\n- Suggest specific restaurants or hikes?\n- Recommend places to stay?\n- Give you a Google Maps-ready list or estimated driving times?\n\nJust tell me how many days you have and what kind of vibe you\u2019re going for!",
							"reasoning_content": "The user is asking for good places to stop on a road trip from San Francisco to Los Angeles. This follows from the previous conversation where I offered scenic routes or interesting stops.\nI think the user is asking about good places to stop on a road trip from San Francisco to Los Angeles, based on the previous conversation. For a scenic drive, I'd recommend taking the Pacific Coast Highway (Highway 1) instead of the faster I-5 route.",
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				"text": "**The Bone Key**\n\nDetective Lena Voss had seen every kind of horror a city could offer, but the silence in apartment 4C unsettled her more than the blood. The victim, Dr. Elias Marrow, lay curled on the kitchen floor like a dropped marionette, throat opened with surgical precision. No defensive wounds. No signs of forced entry. Just the copper stink of blood and the faint smell of ozone, as if lightning had struck indoors.\n\nShe was about to call it in when her flashlight caught something clenched in the dead man\u2019s left hand.\n\nLena crouched, gloved fingers prying open stiffening knuckles. Nestled against the palm was a small key carved from what looked like yellowed bone. Its bow was shaped like a human vertebra. The bit was far too intricate for any normal lock\u2014almost organic, like the inside of an ear.\n\nShe turned it toward the light and felt her stomach tighten.\n\nThe key was warm.\n\nNot room temperature. *Body* temperature. And as she watched, a thin crimson line\u2014fresh blood\u2014rose through the bone like ink through a straw, tracing a pattern that hadn\u2019t been there a second earlier.\n\nA map.\n\nLena\u2019s pulse thudded in her ears. She had cleared the apartment herself twenty minutes ago. The key had not been in the victim\u2019s hand then.\n\nSomething behind her exhaled, soft as a secret."
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							"content": "**The Bone Key**\n\nDetective Lena Voss had seen every kind of horror a city could offer, but the silence in apartment 4C unsettled her more than the blood. The victim, Dr. Elias Marrow, lay curled on the kitchen floor like a dropped marionette, throat opened with surgical precision. No defensive wounds. No signs of forced entry. Just the copper stink of blood and the faint smell of ozone, as if lightning had struck indoors.\n\nShe was about to call it in when her flashlight caught something clenched in the dead man\u2019s left hand.\n\nLena crouched, gloved fingers prying open stiffening knuckles. Nestled against the palm was a small key carved from what looked like yellowed bone. Its bow was shaped like a human vertebra. The bit was far too intricate for any normal lock\u2014almost organic, like the inside of an ear.\n\nShe turned it toward the light and felt her stomach tighten.\n\nThe key was warm.\n\nNot room temperature. *Body* temperature. And as she watched, a thin crimson line\u2014fresh blood\u2014rose through the bone like ink through a straw, tracing a pattern that hadn\u2019t been there a second earlier.\n\nA map.\n\nLena\u2019s pulse thudded in her ears. She had cleared the apartment herself twenty minutes ago. The key had not been in the victim\u2019s hand then.\n\nSomething behind her exhaled, soft as a secret.",
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					"**",
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					" problem",
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					" step",
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					" step",
					":\n\n",
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					"                                ",
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					"```\n\n",
					"Now",
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					" up",
					":\n",
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					"**",
					"Final",
					" result",
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					" `",
					"120",
					"`\n\n",
					"###",
					" Anal",
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					" nesting",
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