AI agents seem especially good at work that is structured enough to repeat, but messy enough that normal automation breaks.

Okara CMO v2 just launched, and its basically taking that idea into marketing distribution.

Specialized agents handle different channels, while a shared design guide and content strategy keep them working from the same context.

Specialization gives each agent a narrower task surface. Shared context is what keeps those agents from independently inventing positioning, audience, tone, and priorities.

They say it rebuilt these agents after analyzing millions of articles, posts, and social threads over 5 months.