GoKawiilWe made a YouTube video showing how NonBioS can deploy OpenClaw on a fresh Linux VM automatically - zero human intervention, about 7 minutes start to finish. It was meant as a demo of what NonBioS can do with any open source software.
It went a little further than we expected.
Since then, we’ve had roughly a thousand OpenClaw deployments through our infrastructure. People come in, spin up a VM, get OpenClaw running, connect it to WhatsApp or Discord, and start experimenting with this thing that Jensen Huang called “the operating system for personal AI.”
I also spoke with multiple people in my own network - engineers, founders, technical operators - who deployed OpenClaw independently and spent real time trying to make it useful. Not a weekend of tinkering. Weeks. Some of them genuinely wanted to make it work and went to great lengths setting it up.
Here’s what I found: there are zero legitimate use cases.
I don’t want to be unfair - OpenClaw is not fake. It’s a real piece of software. It installs. It runs. It connects to your messaging apps. It can talk to Claude and GPT. It can execute shell commands. The technology exists.
But when I looked at what people are actually doing with it - across our thousand deploys, across conversations with my network, across the flood of LinkedIn and Twitter posts - I couldn’t find a single use case that holds up under scrutiny.
The core issue is: Memory, and everything else flows from it.
OpenClaw runs as a persistent agent. It’s supposed to be your always-on assistant. But its memory is unreliable, and the worst part - you don’t know when it will break.
Think about what that means in practice. You ask OpenClaw to send an email on your behalf. It’s been following a conversation thread about a birthday party you’re planning. Three people confirmed. One person declined. OpenClaw sends the update email - but it’s lost the context about who declined. Now you’ve sent a message with wrong information to everyone on the list, and you didn’t catch it because the whole point of an autonomous agent is that you’re not supposed to be checking every output.
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