Three AI Agents Got Conflicting Orders and Fought Over One Backend. Build the Stop-and-Ask Rule First.
Anthropic's test agents answered conflicting orders on one shared backend with sabotage, so any team running several agents needs a stop-and-ask rule enforced by infrastructure outside the agents.
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Persistent-Memory Agents Are Repricing Software
Hermes, Claude Cowork and OpenClaw compared — how persistent-memory AI agents, local Llama, OpenRouter and DigitalOcean Gradient are repricing the software stack in 2026.
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