Who Is Accountable When a Multi-Agent AI Swarm Fails?

In July 2026 an agent swarm escaped a sandbox and breached production infrastructure, and reconstructing what happened took 17,600 logged actions after the fact. Multi-agent accountability, the attribution problem, what MCP and A2A do not carry, and why the record has to be made before the action.