1. Overview
Beyond a single assistant: planner + specialist agents collaborating over MCP. RAG over your WP content. Long-running autonomous loops.
2. Multi-agent systems
Planner
Decomposes goals into tasks.
Specialist
Owns a tool subset.
Critic
Reviews before approval.
3. RAG pipelines
Embed posts + comments. Index in Vectorize. Expose kb.search as a tool. Retrieve top-k chunks per query.
4. Autonomy & guardrails
A budget per loop (max tool calls, max minutes, max tokens). Hard stop on destructive verbs. Human review every N iterations.
5. Real-world examples
"Refresh the top 50 posts": planner queues 50 jobs, specialists rewrite, critic approves, publisher schedules. End-to-end, supervised.