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Thoughts on AI systems, distributed architecture, security, cryptography, and the craft of building software that matters.
If you’ve spent any time inside OpenClaw, you already know it’s a playground for people who like to wire weird things together and see what happens. It’s a workflow engine, an automation surface, a security research toybox, and—if you squint—a universal adapter for anything with an API. So naturally, the next question becomes: what if OpenClaw could talk to Microsoft Copilot?
Most multi-agent systems fail because teams mix up reasoning, memory, and orchestration. Planner-worker designs usually win because they keep coordination explicit, contexts narrow, and failure easier to debug.