A dependency graph, not just a list
Tasks are linked to each other — you can see what is workable right now and what is still waiting.
Agents pull from the queue themselves
The dispatcher hands ready tasks to whichever team agent is free — no assigning them one by one.
Dangerous commands wait for approval
sudo, force-push, reaching into someone else's server — a person approves first, and only then it runs.