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Your Multi-Agent System Has an Identity Problem

Your Multi-Agent System Has an Identity Problem

via Dev.to Pythonsly-the-fox

You know what happened. You don't know who did it. That's the state of most multi-agent systems right now. Five agents process the same request. Three of them write to shared state. Something goes wrong. The logs say "task completed successfully." Every agent claims innocence. Nobody can prove anything. This isn't a hypothetical. It's the default. The anonymous agent problem Most agent frameworks treat agents as interchangeable workers. Agent A calls a tool. Agent B reads the result. The orchestrator routes work based on capability, not identity. Logs capture timestamps and tool calls, but authorship is an afterthought. This works fine when you have two agents running a simple pipeline. It falls apart the moment you have five or more agents with overlapping access to shared resources. The question stops being "what happened" and becomes "who did this, and can they prove it?" Traditional logging doesn't answer that question. Logs are mutable. They're written by the system itself. If an

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