Annie gets captured on episode "The Outsiders." She's seen here with Reva.
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Covert Affairs Season 2 Episode 6 Quotes

I liked the one where we practiced code breaking. I wasn't exactly good at the field work.

Reva

I've never met a spy but I'm sure they don't look like us.

Annie