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Tell it who drinks at your bar. An agent asks Qloo's taste graph what that crowd also loves and returns a month of music, film, books and neighbours to team up with, with the evidence for every pick.
A release lane for GitLab that runs only what a change needs. One Duo agent checks that plan against the real diff, another repairs a failed run, and every run reports its carbon cost.
A changed pickup time should not derail the whole evening. Relay rebuilds the plan, shows it, and asks before it acts.