AI Systems
An agentic workflow is not an automation
A script repeats a path. An agentic workflow holds a goal, uses tools, and needs a ceiling.
Tag
CHORUS
Six-skill coordination protocol for mixed human-and-agent teams: Charter, Handoff, Orchestrate, Review, Update, Sync.
AI Systems
What an agent may never do
HITL is who can fail the output. The doctrine is what must be refused when no one is watching.
AI Systems
The Multi-Agent Organization: Close the Coordination Gap With CHORUS
Tools store state. Protocols decide. CHORUS is the operating layer between having agents and running them as one team.
AI Systems
Why multi-agent systems fail: the coordination gap
Capability arrived in an afternoon. The protocol never did. That gap is the whole story.