I replaced one AI agent with a mesh of specialists. Here's what changed (kinarey.com)

Author here. The key distinction I'm drawing is between sub-agents (ephemeral, spun up per task, no memory) and what I'm calling mesh agents — persistent, with their own accumulated context and boundaries set permanently by the human, not by whatever orchestrator calls them.

Most multi-agent frameworks treat agents as function calls. This is about agents as peers with standing.