If you’ve spent any time in AI automation circles this year, you’ve probably heard about OpenClaw. The open-source AI agent went from a side project to a global phenomenon in a matter of weeks, and for good reason: it gives anyone the ability to run an always-on AI assistant from their own machine, controlled through the messaging apps they already use. But popularity doesn’t mean it’s the right tool for every job.