Is anyone finding value in these things other than VCs and thought leaders looking for clicks and “picks and shovels” folks? I just personally have zero interest in letting an AI into my comms and see no value there whatsoever. Probably negative.
This is being asked on pretty much every Openclaw thread, and the use cases brought up seem roughly similar: digital assistant.
It of course depends heavily on your work, but my work is 50% communication / overseeing, and I simply lose track of everything.
I don’t give it any credentials of any sort, but I run data pipelines on an hourly basis that ingest into the agent’s workspace.
I find some value as kinda a better alexa.
I have it hooked up to my smart home stuff, like my speaker and smart lights and TV, and I've given it various skills to talk to those things.
I can message it "Play my X playlist" or "Give me the gorillaz song I was listening to yesterday"
I can also message it "Download Titanic to my jellyfin server and queue it up", and it'll go straight to the pirate bay.
It having a browser and the ability to run cli tools, and also understand English well enough to know that "Give me some Beatles" means to use its audio skill, means it's a vastly better alexa
It only costs me like $180 a month in API credits (now that they banned using the max plan), so seems okay still.
> It only costs me like $180 a month in API credits (now that they banned using the max plan), so seems okay still.
I have a hard time imagining how much better Alexa would have to be for me to spend $180/month on it...
Just to clarify to people focusing on the $180/month price tag.
OpenClaw is not a CC-only product. You can configure it to use any API endpoint.
Paying $180/month to Anthropic is a personal choice, not a requirement to use OpenClaw.
So that leads to a question: Is there a physical box I could buy that an amortize over 5-7 years to be half the API cost?
In other words, assuming no price increase, 7 years of that pricing is $15k. Is there hardware I could buy for $7k or less that would be able to replace those API calls or alternativr subs entirely?
I've personally been trying to determine if I should buy a new GC on my aging desktop(s), since their graphic cards can't really handle LLMs)
You can't realistically replace a frontier coding model on any local hardware that costs less than a nice house, and even then it's not going to be quite as good.
But if you don't need frontier coding abilities, there are several nice models that you can run on a video card with 24GB to 32GB of VRAM. (So a 5090 or a used 3090.) Try Gemma4 and Qwen3.5 with 4-bit quantization from Unsloth, and look at models in the 20B to 35B range. You can try before you buy if you drop $20 on OpenRouter. I have a setup like this that I built for $2500 last year, before things got expensive, and it's a nice little "home lab."
If you want to go bigger than this, you're looking at an RTX 6000 card, or a Mac Studio with 128GB to 512GB of RAM. These are outside your budget. Or you could look at a Mac Minis, DGX Spark or Strix Halo. These let you bigger models much slower, mostly.
For something the size of Claude, probably not. But for smaller models, maybe (though they also are much cheaper to buy tokens for)
I do see how a very busy businessman or a venture capitalist would gladly pay 180$/month to offload chores and mundane work from his schedule. That comes down to 6$/month, which probably matches his monthly coffee budget.
Chores, yes. If there was a $180/month where ALL my families chores could be accomplished, I'd consider it.
That means picking up and cleaning the house after 3 kids and a dog. Grocery shopping. Dishes. Laundry. Chores.
Tech crap? Nope.
I would imagine that the list of digital chores of a very busy businessman are a bit more extensive. Even in your list, groceries is something that becomes digital once you're high enough in income.
> It only costs me like $180 a month in API credits
In The Netherlands you can get a live-in au-pair from the Philippines for less than that. She will happily play your Beatles song, download the Titanic movie for you, find your Gorillaz song and even cook and take care of your children.
It's horrible that we have such human exploitation in 2026, but it does put into perspective how much those credits are if you can get a real-life person doing those tasks for less.
I'm surprised to read that. Here in the UK, having a live-in au pair doesn't excuse you from paying the minimum wage for all the hours that they're working (approx $2300/month for a 35 hour week). You can deduct an amount to account for the fact that you're providing accomodation but it's strictly limited (approx $400/month).
From what I can see online, the average compensation that an au-pair in The Netherlands receives is 300 euro per month, with living expenses being covered by the family. There is no minimum wage requirement for au-pairs like in the UK or the US.
The added cost of having an additional person to provide room and food for way exceeds that €300/month. Especially, when taking into consideration that you might have to extend/renovate the house to lodge another person. Adding an extra bedroom and possibly bathroom is not cheap.
Even if you assume the cost of lodging was 1000€ (which it isn't) then the au-pair would still be significantly underpaid.
A normal full time employee costs at least 2000€ a month (salary, tax, pension plan, health insurance, etc). If you are paying less than that you are definietly exploiting them.
So in reality you’re paying for their food, electricity and heat, letting them rent a room for free, and allowing them the use of the other facilities in your home and on top of that you’re giving them a spending allowance of 300 euro.
A semi-skilled English-speaking customer service agent in PH makes less than $700 a month to put this into perspective.
Working abroad is a totally reasonable proposition compared to working in the Philippines.
The Netherlands has a weird and exploitative setup where you can classify your au pair as a "cultural exchange", and then pay them literal peanuts (room and board plus a token amount of "pocket money")
Another weird cultural quirk of the Dutch that will hopefully go the way of Zwarte Piet one day.
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Machines don't get tired, don't have to sleep, don't face principal-agent problems and can accumulate Skill.md instructions for decades without getting replaced. I definitely see the potential of something like OpenClaw for those who can afford.
We shouldn't have to "import" people from poorer countries to do the mundane tasks we got too lazy to do ourselves.
The concept of having this kind of help is totally foreign to me, but with the exception of one, every family I’ve encountered that had an au pair have been two very busy high earning parents, neither of them lazy. I think you could argue that perhaps priorities have been misplaced, but not lazy.
You're paying the au pair partly in accommodation, food, bills and a visa. The visa isn't coming out of your bank account, but it's definitely part of the incentive, so you could see it as a government subsidy.
For comparison, a full time "virtual assistant" with fluent English from the Philippines costs upwards of $700/month nowadays.
Surely that’s subsidized?
A lot of people in the Silicon Valley area spend that much ($6/day) on coffee. What they don’t realize is how out of touch they are in thinking makes sense for the rest of the fucking world. $180/mo is about 5% of the median US per capita income. It’s not going to pick your kids up from school, do your taxes, fix your car, or do the dishes. It’s going to download movies and call restaurants and play music. It’s a hobby, high-touch leisure assistant that costs a lot of money.
They aren't selling it to the median US earner. They're selling it (and trying to generate FOMO) to the out of touch people so that it becomes so entrenched that the median earner will be forced to use it in some capacity through their interaction with businesses, schools, the government, etc.
How is that remotely possible without committing enormous violations of labor law?
I doubt this is true in .nl. 180 a month is low for a live-in au-pair.
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I don't want to be judgemental, but I do find it funny that you're paying $180 for this convenience, and use it to pirate movies.
Then allow me to be judgemental in your stead. I've done a similar setup as the above and completely locally. I dunno how they're paying so much, but that's ridiculously overpriced.
It's not the only thing they're doing with it. I mean, the logic is sound - $180 goes into automating bunch of manual processes in personal life, one of which is getting movies, which in some cases involves going out on the high seas.
Let's also point out the $180 is going to a hideously evil AI company which pirated millions of books and movies.
180 grand a month for PA is a lot of money. But I guess each person has its own priority. I mean, I can pay a very fancy gym with that price instead of the shitty popular one I go, which would probably improve my well being much more than asking to play Gorillaz
"a grand" means a thousand (dollars or pounds or whatever). $180k / month really would be a lot of money. I'd be your PA for that!
Am I right to be a little concerned by the phrase "it'll go straight to the pirate bay"?
Not to be a narc or anything, but is OpenClaw liable to just perform illegal acts on your behalf just because it seemed like that's what you meant for it to do?
Seems like the only people using pirate bay in 2026 are "privacy obsessed" rich middle-aged guys.
I think they do it mostly to feel young and edgy.
You're spendin 180 a month on tokens and still refusing to buy media like Titanic?
I have the almost same thing using a network connected raspberry-pi and no AI.
180$/month to queue playlists does not “seem okay” at all. We must be living in different worlds.
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> Is anyone finding value in these things other than VCs and thought leaders looking for clicks and “picks and shovels” folks?
Mostly (but of course, not exclusively), porn for the techies. Receiving a phone notification every time a PR is opened on a project of yours? Exciting or sad, depends on one's outlook on life.
I thought emails from github already did that?
Many wealthy people use human assistants to offload mundane work.
This is cheap replacement for ordinary people.
It's going to be big. But probably it's best to wait for Google and Apple to step up their assistants.
Yes, and that's because the workflow of those people generally requires managing a crazy, dynamic schedule including travel, meetings, comms, etc. Those folks need real humans with long-term memories and incentives to establish trust for managing these high-stakes engagements. Their human assistants might find these things useful, but there's zero chance Bill Gates is having an AI schedule his travel plans or draft his text messages.
OTOH, this isn't an issue for "ordinary people". They go to work, school, children's sports events, etc. If they had an assistant for free, most of them would probably find it difficult to generate enough volume to establish the muscle memory of using them. In my own professional life, this occurred with junior lawyers and legal assistants--the juniors just never found them useful because they didn't need them even though they were available. Even the partners ended up consolidating around sharing a few of them for the same reason.
Down in this thread someone mentions it being an advanced Alexa, which seems apt. Yes, a party novelty but not useful enough to be top of mind in the every day work flow.
Side rant: A disproportionate amount of AI assistant marketing involves scenarios that look middle class, but actually require customers wealthy enough risk money on errors. Like buying the wrong thing, or even buying the right thing at the wrong price.
I am ordinary people. I have adhd. I have been dying for assistance in scheduling and planning. Am not employed enough to afford hiring a human yet. Am hopeful these will reach maturity for me to he able to host one on my own device. Or find a private provider with good security model and careful data handling.
Not +1, but +100 to your comment (fellow ADHD'er here). Even a virtual friend who'd help me stay on track would be excellent, and if I had a physical human assistant... that would legitimately make many aspects of my life much better. (Simple example: I could ask them to nag me to exercise.)
Going to the shop and buying groceries is not hard work. But I don't do that since delivery became available. I'm lazy and delivery is free. Same for ordinary people needs. It's not a big deal to manage my life, but if I can avoid doing that for free, that's probably what I'll do. For $200? Not sure. For $20? Absolutely. So the question is already about price.
Off-Topic: Are you sure delivery is free? When comparing prices online vs my local supermarket of the same brand, online prices trend higher. Locally the store also has more products on sale than available online. Only recently online shopping has become slightly cheaper because they now have “bulk” deals for 5-20% discount.
I'm not sure how solvable it is. It only takes one screw up to ruin the reputation, and a screw up is basically guaranteed.
The tech has existed for a while but nobody sane wants to be the one who takes responsibility for shipping a version of this thing that's supposed to be actually solid.
Issues I saw with OpenClaw:
- reliability (mostly due to context mgmt), esp. memory, consistency. Probably solvable eventually
- costs, partly solvable with context mgmt, but the way people were using it was "run in the background and do work for me constantly" so it's basically maxing out your Claude sub (or paying hundreds a day), the economics don't work
- you basically had to use Claude to get decent results, hence the costs (this is better now and will improve with time)
- the "my AI agent runs in a sandboxed docker container but I gave it my Gmail password" situation... (The solution is don't do that, lol)
See also simonw's "lethal trifecta":
>private data, untrusted content, and external communication
https://simonwillison.net/2025/Jun/16/the-lethal-trifecta/
The trifecta (prompt injection) is sorta-kinda solved by the latest models from what I understood. (But maybe Pliny the liberator has a different opinion!)
$180 a month is huge for "ordinary people".
So I guess that leaves the in-between people who don't care about spending $180 every month but don't have any personal staff yet or even access to concierge services.
Those human assistants can be held accountable.
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The problem is that if you're wealthy enough to hire someone to do your errands, those errands likely aren't very mundane - the exception is a socialite giving their friend a low-effort job, but executive assistants are paid well because their jobs are cognitively demanding.
OTOH a lower-middle-class Joe like me really does have a lot of mundane social/professional errands, which existing software has handled just fine for decades. I suppose on the margins AI might free up 5 minutes here or there around calendar invites / etc, but at the cost of rolling snake eyes and wasting 30 minutes cleaning up mistakes. Even if it never made mistakes, I just don't see the "personal assistant" use case really taking off. And it's not how people use LLMs recreationally.
Really not trying to say that LLM personal assistants are "useless" for most people. But I don't think they'll be "big," for the same reason that Siri and Alexa were overhyped. It's not from lack of capability; the vision is more ho-hum than tech folks seem to realize.
I can see a value in a smarter email-inbox sorting algorithm - but only because all major players (except google which I don't trust with my mails) have abandoned bayesian email filtering with training. This was standard in 2005 in such basic clients such as the Opera browser, but somehow we lost this technology along the way.
I was an original Thunderbird pre-1.0 (from 2003) user and prior to that, Netscape Mail, and am quite certain it has had bayesian spam filtering all this time, at least since the late ‘90s. That was a headline feature in the early days. My first email account used POP3 through a shared web host for my own domain in that era.
Edit: Yes it’s still there https://support.mozilla.org/en-US/kb/thunderbird-and-junk-sp...
I can't recall the name, but I vaguely remember a Bayesian spam filter for arbitrary POP3 accounts in the 2000s that had a local web frontend, and how excited I was at its effectiveness.
I believe that the shift from "my one computer" to multiple clients (computer + phone + webmail) probably has something to do with it. Even with IMAP sharing state, you still don't have a great way to see and control the filtering, except by moving things in/out of spam folders.
> letting an AI into my comms
Idk, it's strange for me to think of it that way. It's tech. If it does something useful, that's cool.
Data protection is always a consideration. I just don't consider a LLM to be a special case or a person, the same way that I don't have strong feelings about "AI" being applied in google search since forever. I don't have special feelings or get embarrassed by the thought of a LLM touching my mails.
Right now for me, agentic coding is great. I have a hard time seeing a future where the benefits that we experience there will not be more broadly shared. Explorations in that direction is how we get there.
My issues aren’t really with privacy so much as what the failure modes look like, and, more fundamentally, with becoming a passenger to my own life.
The problem for me is not the LLM reading it. The problem is the company behind it can most likely recover the sessions. That is a problem since they could share it with whomever they want. Even if they are fully incorruptable it's also not uncommon that they simply get hacked and all this data ends up on the open market.
No.
But I am someone that, for example, dislikes home automation. Know that thing that you ask Alexa to open your curtains? I think that is cringe af.
Maybe there's an overlap with the crowd that likes that.
I see the appeal, but I also see the risks.
If you ignore the risks I don't see why it's hard to see value.
The AI can read all your email, that's useful. It can delete them to free up space after deciding they are useless. It can push to GitHub. The more of your private info and passwords you give it the more useful it becomes.
That's all great, until it isn't.
Putting firewalls in place is probably possible and obviously desirable but is a bit of a hassle and will probably reduce the usefulness to some degree, so people won't. We'll all collectively touch the stove and find out that it is hot.
It's pretty much just Claude Code, except hooked up to your Telegram / WhatsApp / iMessage.
I don't know why they don't make an official integration for it. Probably cause they're already out of GPUs lol
Same here, I care to the extent I am obligated to, and staying relevant for finding a job.
There is value but it is hard to discover and extract outside of a few known areas - like coding, etc.
Yes, I can see the (potential) value in working with agents in software development. The “claw” movement I understood to suggest value in less constrained access to my inbox, personal messages, calendar etc like some sort of PA. It’s hard to quantify how much damage a bad PA can do to someone’s personal and professional life, so if my understand is correct, this seems like a dead end.
I posted this comment in another thread so reposting it here because it seems to be on topic.
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IMHO, the biggest problem with OpenClaw and other AI agents is that the use-cases are still being discovered. We have deployed several hundred of these to customers and I think this challenge comes from the fact that AI agents are largely perceived as workflow automation tools so when it comes to business process they are seen as a replacement for more established frameworks.
They can automate but they are not reliable. I think of them as work and process augmentation tools but this is not how most customers think in my experience.
However, here are a several legit use-case that we use internally which I can freely discuss.
There is an experimental single-server dev infrastructure we are working on that is slightly flaky. We deployed a lightweight agent in go (single 6MB binary) that connects to our customer-facing API (we have our own agentic platform) where the real agent is sitting and can be reconfigured. The agent monitors the server for various health issues. These could be anything from stalled VMs, unexpected errors etc. It is firecracker VMs that we use in very particular way and we don't know yet the scope of the system. When such situations are detected the agent automatically corrects the problems. It keeps of log what it did in a reusable space (resource type that we have) under a folder called learnings. We use these files to correct the core issues when we have the type to work on the code.
We have an AI agent called Studio Bot. It exists in Slack. It wakes up multiple times during the day. It analyses our current marketing efforts and if it finds something useful, it creates the graphics and posts to be sent out to several of our social media channels. A member of staff reviews these suggestions. Most of the time they need to follow up with subsequent request to change things and finally push the changes to buffer. I also use the agent to generate branded cover images for linkedin, x and reddit articles in various aspect ratios. It is a very useful tool that produces graphics with our brand colours and aesthetics but it is not perfect.
We have a customer support agent that monitors how well we handle support request in zendesk. It does not automatically engage with customers. What it does is to supervise the backlog of support tickets and chase the team when we fall behind, which happens.
We have quite a few more scattered in various places. Some of them are even public.
In my mind, the trick is to think of AI agents as augmentation tools. In other words, instead of asking how can I take myself out of the equation, the better question is how can I improve the situation. Sometimes just providing more contextually relevant information is more than enough. Sometimes, you need a simple helper that own a certain part of the business.
I hope this helps.
It all depends on what you do aka your use case. If you're in the content creatio business, which is part of my responsibilities, then yes has been massively helpful. For other roles, I can absolutely see no use case or benefit. Context matters, like with everything.
I am also surprised by the number of people willing to outsource their lives.
Agent environments like OpenClaw are in the toy phase, and OpenClaw is teaching people how to build things with agents in a toy-like and unreliable way. I used my understanding of OpenClaw to build scalable + secure + auditable agent infrastructure in my platform such that I can build products that other people can use.
We had better agent infrastructures (namely JADE) back in the day. I worked with them, and now these things look like flimsy 50¢ plastic toys to me, too.
no, it's only for scammers
Eh, buddy says he uses them for his network and, apparently, some light IT maintenance for his family members. So far it seems to be working for him. I am not that brave.