What is an effective use case? I have set it up but I don't know what to do with it. Just a personal assistant (if you were to give it access to your stuff)? Mine is caged in a VLAN with only internet access.
There is none. It's just a way for coders to feel or be able to say they "work with AI" imo. Same with doing light wrapper coding to do agents stuff. The real AI work is on actual math and ML with the internet scale data, but only four big companies does that and this is the closest regular coders can get.
I guess we are just boring and/or unimaginative. I don't get that many communications per day to require an abstraction level between me and the messages. The daily automations I need are more efficiently carried out by home assistant / n8n. I'm not in a position where I need automated briefs on every new company started in my area. I genuinely don't see how it could benefit me.
Most humans are unimaginative because to be imaginative is actually really, really hard. People are also incredibly overly optimistic about their own ideas etc... until they go through the craftsmanship of producing something great.
Most peoples thought process is "oh great idea, just gotta do this and that and out pops something that'll improve peoples lives". Erm no... its nothing like that in reality.
I'd counter that n8n (or most other workflow tools) can handle as much ambiguity as OpenClaw - it has a LLM call node. Stuff the ambiguous parts in there, but don't burn a rainforests worth of compute figuring out how to call the weather API each and every time.
Also, in the olden days of pre-AI, if our weather workflow did not notify us because conditions juuust failed to be met, we adjusted the thresholds. Uphill, both ways.
Don't get me wrong, I use a bunch of LLMs for automations. By prompting the model "here is what I want to achieve, here are the tools I have, figure out how to stitch them together". Actual workflows run (mostly) deterministically, with a sprinkling of "classify this image" or "summarize this text" nodes thrown in for a good measure.
Which one? None of those that came up when I searched were really containing a lot of real uses. Both top threads[0][1] don't really contain much of substance.
I don't doubt that there are people using it for legitimate stuff, but I'd wager the vast majority just set it up for the hype and to feel in the "in crowd".
I set it up, and had it do a few things, then decided its too risky after seeing some of the drastic failures it had caused some people.
Sure I understand you can sandbox it and all, but even then I couldn't think of much stuff I wouldn't want to do myself just nor justify the cost to run it.
Wannabe Tony Stark love these gadgets, and there are a lot of them out there. Just look at what tech content is trending on youtube &co these days, we got gangrened by influencers like most other hobbies/lucrative industries
Here are some of the things I did with it while running locally:
- Ask it to perform a scan of your local network and give you advice on output
- Tell it to login to various computers and re-boot them (I have a few servers I host and setup openclaw to have a user on them)
- Replace web search by asking openclaw
It's neat but the token use is pretty inefficient and security of course is a mess but it's been fun to play with.
I am messing with NanoClaw now and it's pretty much the same but only support Claude (uses code to do everything)
And in reality most of what does need a heartbeat loop can also easily be automated by just asking Claude to set up a cronjob. I think genuinely the most "novel" thing about something like OpenClaw is just that it "feels" more like a "real entity", like a partner rather than a chatbot, and for some reason that resonates with people. Whether that's by itself kind of a huge red flag or kind of a nothingburger, everyone has to decide for themselves.
Not many people are using local LLMs for their OpenClaw backend, so most are paying money to OpenAI/Anthropic/etc. and getting their data siphoned as a bonus.