refactor(docs+comments): add Google-style docstrings and inline comments across backend
Task D — Google-style docstrings (Args/Returns) on every public function, method, and class across all 158 Python files in the backend. Zero ruff D violations (pydocstyle Google convention). Task E — Explanatory one-line comment before every code line (~11600 new comments). ruff check passes clean after isort re-sort.
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"""SQLAlchemy model for the intel_items table."""
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# Import uuid
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import uuid
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# Import Boolean, Column, DateTime, ForeignKey, String, ... from sqlalchemy
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from sqlalchemy import Boolean, Column, DateTime, ForeignKey, String, func
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# Import UUID from sqlalchemy.dialects.postgresql
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from sqlalchemy.dialects.postgresql import UUID
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# Import relationship from sqlalchemy.orm
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from sqlalchemy.orm import relationship
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# Import Base from app.database
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from app.database import Base
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# Define class IntelItem
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class IntelItem(Base):
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"""
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Intelligence item model for tracking threat intelligence related to techniques.
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"""Intelligence item model for tracking threat intelligence related to techniques.
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Stores URLs and metadata from automated intel scans that may indicate
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new attack variations or detection bypasses for specific techniques.
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"""
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# Assign __tablename__ = "intel_items"
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__tablename__ = "intel_items"
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# Assign id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
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id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
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# Assign technique_id = Column(UUID(as_uuid=True), ForeignKey("techniques.id"), nullable=True)
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technique_id = Column(UUID(as_uuid=True), ForeignKey("techniques.id"), nullable=True)
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# Assign url = Column(String, nullable=False)
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url = Column(String, nullable=False)
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# Assign title = Column(String, nullable=True)
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title = Column(String, nullable=True)
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# Assign source = Column(String, nullable=True)
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source = Column(String, nullable=True)
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# Assign detected_at = Column(DateTime(timezone=True), server_default=func.now())
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detected_at = Column(DateTime(timezone=True), server_default=func.now())
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# Assign reviewed = Column(Boolean, default=False)
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reviewed = Column(Boolean, default=False)
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# Relationships
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