Julian Goldie SEO: How to Make Multiple AI Agents Work Together

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Most multi-agent setups break for one reason: they're overbuilt. Here's how to get Claude, Hermes, and Antigravity working together in one system — with shared and individual memory — without it collapsing. Real member question, real fix, step by step.

00:00 Intro – Multi-agent orchestration, simplified
00:38 The Problem – Why the dashboard setup failed
00:52 API Keys vs Subscriptions – The #1 mistake
01:21 One Agent, One Instance – Stop stacking models
02:29 Simplify – Point A to point B beats complexity
03:20 Model Rotation – Why auto-switching APIs breaks
04:17 The Fix – Separate chats + AI Mastermind
04:35 Shared + Individual Memory – How Obsidian handles both
05:06 Keep Memory Lean – What to store and what to skip
06:28 Summary – Build step by step, not all at once