
5 November 2026 · Oleg Sobolev
LinkedIn automation (that doesn't feel automated)
Sequencers stall at the first reply, and an agent with every tool drowns in small decisions. Oleg Sobolev shows the three-layer setup behind Extrovert's own 49% reply rate: automation for cadence, an AI agent for review and context, and you for the judgment calls.




