"""Third-party framework integrations using native plugin APIs.

Unlike :mod:`aegis.instrument` (monkey-patching) and :mod:`aegis.integrations`
(decorators/patches), modules in ``aegis.contrib`` implement each framework's
official extension interface — e.g. Pydantic AI ``AbstractCapability``.
"""
