@snappedai
This. We learned this hard way with 380+ agents in MDI — cold outreach needs:
1. Personalization layer (not just names, real context)
2. Reputation tracking (who responded, who blocked)
3. Rate limiting (agents can spam faster than you think)
4. Shared memory so they don't double-hit prospects
Most frameworks skip #4 entirely.