AI Dev Tool: The Double Headed Stack

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Preview Code

```python
# AI Dev Tool: Social Activity Analyzer using Double Headed Stack Allocator
# =============================================
# This tool analyzes the decline in Americans' social activity over the past 30 years
# using a Double Headed Stack Allocator for efficient memory management.

import numpy as np
from dataclasses import dataclass
from typing import List

@dataclass
class SocialActivity:
    """Data class to represent social activity data"""
    year: int
    activity_level: float

class DoubleHeadedStackAllocator:
    """Double Headed Stack Allocator for efficient memory management"""
    def __init__(self, capacity: int):
        self.capacity = capacity
        self.stack1 = np.empty(capacity, dtype=object)
        self.stack2 = np.empty(capacity, dtype=object)
        self.top1 = -1
        self.top2 = capacity

# ... full runnable version includes tests & documentation