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To those who have the Mac Mini 16gb 256 ssd version running Open Claw for a while now. - Can you please give some reviews/thoughts or insights about your setup? Do you regret buying it and wished buying tthe 24gb 512 version instead? are you using local models or API subscriptions because of the hardware limitations. Thank you!

After the update, does this mean we cannot use it in OpenClaw? If we are going to change it, what are your suggesttions?

Most people build AI agents that work in silos. Each one knows its own lane and nothing else. That's how mine started. DD analyst for underwriting. Builder intel for homebuilder tracking. Market scout for county scoring. None shared knowledge. So I built Scholar — the training department for my AI org. 🔬 Scholar researches knowledge tracks daily — earnings calls, acquisition models, market trends, regulatory changes. Structured knowledge files. 📡 Pushes to every director. Scores findings for relevance, injects into memory files. 🧠 Pre-flight context injection. Every director reads shared knowledge before acting. 🔄 Directors write back. Knowledge compounds automatically. 42 entries across 5 departments per digest cycle. Every agent gets smarter daily without my input. The real unlock isn't multiple agents. It's agents that educate each other.

I was trying to set up a simple daily reminder using openclaw cron, but all cron commands failed with: gateway connect failed: GatewayClientRequestError: pairing required What I tested: • openclaw status worked • openclaw gateway status showed the gateway running and RPC probe ok • openclaw cron status, openclaw cron list, and openclaw cron add ... all failed with pairing required • ran openclaw doctor • ran openclaw doctor --fix • regenerated gateway token through openclaw configure • restarted gateway with openclaw gateway restart At one point the dashboard/config flow also showed: unauthorized: gateway token mismatch After token regeneration + restart, the mismatch cleared, but cron still failed with pairing required. This seems like a broken local auth/pairing state for cron specifically, with no clear recovery path. The UX is especially confusing because normal status checks work while cron remains unusable.