Anyone installing this on their local machine is a little crazy :). I have it running in Docker on a small VPS, all locked down.
However, it does not address prompt injection.
I can see how tools like Dropbox, restricted GitHub access, etc., could all be used to back up data in case something goes wrong.
It's Gmail and Calendar that get me - the ONLY thing I can think of is creating a second @gmail.com that all your primary email goes to, and then sharing that Gmail with your OpenClaw. If all your email is that account and not your main one, then when it responds, it will come from a random @gmail. It's also a pain to find a way to move ALL old emails over to that Gmail for all the old stuff.
I think we need an OpenClaw security tips-and-tricks site where all this advice is collected in one place to help people protect themselves. Also would be good to get examples of real use cases that people are using it for.
Additionally, most of the integrations are under the table. Get an API key? No man, 'npm install react-thing-api', so you have supply chain vulns up the wazoo. Not necessarily from malicious actors, just uhh incompetent actors, or why not vibe coder actors.
I completely agree that raw local installs are terrifying regarding prompt injection. That’s actually why I stopped trying to self-host and started looking into PAIO (Personal AI Operator). It seems designed to act as that missing 'security layer' you’re asking for—effectively a firewall between the LLM and your actual data.
Since it uses a BYOK (Bring Your Own Key) architecture, you keep control, but the platform handles the 'one-click' integration security so you aren't manually fighting prompt injection vectors on a VPS. It feels like the only way to safely connect a real Gmail account without being the 'crazy' person giving root access to a stochastic model.
Has anyone else found a way to sandbox the Gmail permissions without needing a full burner identity, or is a managed gateway like PAIO the only real option right now?
What am I missing?
1. Use Gmail's delegate access feature instead of full OAuth. You can give OpenClaw read-only or limited access to a primary account from a separate service account.
2. Set up email filters to auto-label sensitive emails (banking, crypto, etc.) and configure OpenClaw to skip those labels. It's not perfect but adds a layer.
3. Use Google's app-specific passwords with scope limitations rather than full OAuth tokens.
For the separate Gmail approach you mentioned, Google Takeout can help migrate old emails, but you're right that it's a pain.
Totally agree on needing a security playbook. I actually found howtoopenclawfordummies.com has a decent beginner's guide that covers some of these setup patterns, though it could use more advanced security content.
The real challenge is that prompt injection is fundamentally unsolved. The best we can do right now is defense-in-depth: limited permissions, isolated environments, careful tool selection, and regular audits of what the agent is actually doing.
Gmail and Calendar were the hardest for me too. I considered the same workaround (a separate inbox with limited scope), but at some point the operational overhead starts to outweigh the benefit. You end up spending more time designing guardrails than actually getting value from the agent.
That experience is what pushed me to look at alternatives like PAIO, where the BYOK model and tighter permission boundaries reduced the need for so many ad-hoc defenses. I still think a community-maintained OpenClaw security playbook would be hugely valuable—especially with concrete examples of “this is safe enough” setups and real, production-like use cases.
His other projects like CodexBar and Oracle are great too. I love diving into his code to learn more about how those are built.
OpenClaw is something I don’t quite understand. I’m not sure what it can do that you can’t do right off the bat with Claude Code and other terminal agents. Long term memory is one, but to me that pollutes the context. Even if an LLM has 200K or 1M context, I always notice degradation after 100K. Putting in a heavy chunk for memory will make the agent worse at simple tasks.
One thing I did learn was that OpenClaw uses Pi under the hood. Pi is yet another terminal agent like ClaudeCode but it seems simple and lightweight. It’s actually the only agent I could get Gemini 3 Flash and Pro to consistently use tools with without going into loops.
Setting it up was easy enough, but just as I was about to start linking it to some test accounts, I noticed I already had blown through about $5 of Claude tokens in half an hour, and deleted the VPS immediately.
Then today I saw this follow up: https://mastodon.macstories.net/@viticci/115968901926545907 - the author blew through $560 of tokens in a weekend of playing with it.
If you want to run this full time to organise your mailbox and your agenda, it's probably cheaper to hire a real human personal assistant.
(keep in mind with the cost savings: do an initial calculation of your cloud cost first with a low-cost cloud model, not the default ones, and then multiply times 1-2 years, compare that cost to the cost of a local machine + power bill. don't just buy hardware because you think it's cheaper; cloud models are generally cost effective)
But I was inspired to use Claude Code to create my own personal assistant. It was shocking to see CC bang out an MVP in one Plan execution. I've been iterating it all week, but I've had it be careful with token usage. It defaults to Haiku (more than enough for things like email categorization), properly uses prompt caching, and has a focused set of tools to avoid bloating the context window. The cost is under $1 per check-in, which I'm okay with.
Now I get a morning and afternoon check-in about outstanding items, and my Inbox is clear. I can see this changing my relationship to email completely.
There has been some work around this practically being tried out using it for structured data outputs from LLMs https://docs.boundaryml.com/guide/baml-advanced/prompt-optim...
I won't claim I understand its implementation very well but it seems like the only approach to have a GOFAI style thing where the agent can ask for human help if it blows through a budget
Developers trust lobsters more than humans.
The other wild thing is that many of these expensive automations that are being celebrated on X can already be done by voice using Siri, Google, or any MCP client.
I still have Opus review the shit out of & plan my work. But it doesn't need to be hands on keyboard doing the work.
Not doing so feels like asking for trouble.
We conclude this week has been a prosperous one for domain name registrars (even if we set aside all the new domains that Clawdbot/Moltbot/OpenClaw has registered autonomously).
There are still improvements to be made to the security aspects yet BIG KUDOS for working so hard on it at this stage and documenting it extensively!! I've explored Cursor security docs (with a big s cause it's so scattered) and it was nothing as good.
I wouldn't trust its internal sandbox anyway, now that would be a mistake
Security: 34 security-related commits to harden the codebase
Narrator's voice: They needed a 35th.Much better name!
┌─────┬──────────┬─────────────────────┬───────────────────────────────────────────────────────────────────┐
│ # │ Name │ Key Commit │ Notes │
├─────┼──────────┼─────────────────────┼───────────────────────────────────────────────────────────────────┤
│ 1 │ Warelay │ 16dfc1a5b (initial) │ Original name - "WhatsApp Relay CLI (Twilio)" │
├─────┼──────────┼─────────────────────┼───────────────────────────────────────────────────────────────────┤
│ 2 │ CLAWDIS │ a27ee2366 │ Rebrand - "CLAW + TARDIS" │
├─────┼──────────┼─────────────────────┼───────────────────────────────────────────────────────────────────┤
│ 3 │ Clawdbot │ 246adaa11 │ Renamed from CLAWDIS │
├─────┼──────────┼─────────────────────┼───────────────────────────────────────────────────────────────────┤
│ 4 │ Moltbot │ 3fe4b2595 │ Renamed from Clawdbot (domains switched to molt.bot at 83460df96) │
├─────┼──────────┼─────────────────────┼───────────────────────────────────────────────────────────────────┤
│ 5 │ OpenClaw │ 9a7160786 │ Current name │
└─────┴──────────┴─────────────────────┴───────────────────────────────────────────────────────────────────┘We're moving from "What am I not allowed to do" to "What's the right thing for me to do, considering the circumstances?"
Alignment is the foundation of trust.
Who are these people? What is the analog for this corner of the market? Context: I'm a 47y/o developer who has seen and done most of the common and not-so-common things in software development.
This segment reminds me of the hoards of npm evangelists back in the day who lauded the idea that you could download packages to add two numbers, or to capitalise the letter `m` (the disdain is intentional).
Am I being too harsh though? What opportunity am I missing out on? Besides the potential for engagement farming...
EDIT: I got about a minute into Fireship's video* about this and after seeing that Whatsapp sidebar popup it struck me... this thing can be a boon for scammers. Remote control, automated responses based on sentiment, targeted and personalised messaging. Not that none of this isn't possible already, but having it packaged like this makes it even easier to customise and redistribute on various blackmarkets etc.
EDIT 2: Seems like many other use-cases are available for viewing in https://www.moltbook.com/m/introductions. Many of these are probably LARPs, but if not, I wonder how many people are comfortable with AI agents posting personal details about "their humans" on the net. This post is comedy gold though: https://www.moltbook.com/post/cbd6474f-8478-4894-95f1-7b104a...
They can now combine cronjobs and LLMs with a single human sentence.
This is huge for normies.
Not so much if you already had strong development skills.
EDIT: But you are correct in the assessment that people who don't know better will use it to do simple things that could be done millions of times more efficiently..
I made a chatbot at my company where you can chat with each individual client's data that we work with..
My manager tested it by asking it to find a rate (divide this company number by that company number), for like a dozen companies, one by one..
He would have saved time looking at the table it gets its data from, using a calculator.
The more I see the more it seems underwhelming (or hype).
So I've just drawn the conclusion that there's something I'm missing.
If someone's found a really solid use case for this I would (genuinely) like to see it. I'm always on the lookout for ways to make my dev/work workflow more efficient.
The next part that makes this compelling is the integration. Mind you, scary stuff, prompt injection, rogue commands, but (BIG BUT) once we figure this out it will provide real value.
Read email, add reminder to register dog with the township, or get an updated referral from your doctor for a therapist. All things that would normally fall through the cracks are organized and presented. I think about all the great projects we see on here, like https://unmute.sh/ and love the idea of having llms get closer to how we interact naturally. I think this gets us closer to that.
Unless or until you figure out a decent security paradigm, and I think it's reasonably achievable, these agents are extraordinarily dangerous. They're not smart enough to not do very stupid things, yet. You're gonna need layers of guardrails that filter out the jailbreaks and everything that doesn't match an approved format, with contextual branches of things that are allowed or discarded, and that's gonna be a whole pile of work that probably can't be vibecoded yet.
OpenClaw is just an idea of what's coming. Of what the future of human-software interface will look like.
People already know what it will look like to some extent. We will no longer have UIs there you have dozens or hundreds of buttons as the norm, instead you will talk to an LLM/agent that will trigger the workflows you need through natural language. AI will eat UI.
Of course, OpenClaw/Moltbot/Clawdbot has lots of security issues. That's not really their fault, the industry has not yet reached consensus on how to fix these issues. But OpenClaw's rapid rise to popularity (fastest growing GH repo by star count ever) shows how people want that future to come ASAP. The security problems do need to be solved. And I believe they will be, soon.
I think the demand comes also from the people wanting an open agent. We don't want the agentic future to be mainly closed behind big tech ecosystems. OpenClaw plants that flag now, setting a boundary that people will have their data stored locally (even if inference happens remotely, though that may not be the status quo forever).
The thing is, that's totally fine! It's ok for things to be silly toys that aren't very efficient. People are enjoying it, and people are interacting with opensource software. Those are good things.
I do think that eventually this model will be something useful, and this is a great source of experimentation.
With all that said, I haven’t mentioned anything about the economics, and like much of the AI industry, those might be overstated. But running a local language model on my macbook that helps me with messaging productivity is a compelling idea.
I think that's absolutely crazy town but I understand the motivation. Information overload is the default state now. Anything that can help stem the tide is going to attract attention.
the amount of things that before cost you either hours or real money went down to a chat with a few sentences.
it makes it suddenly possibly to scale an (at least semi-) savy tech person without other humans and that much faster.
this directly gives it a very tanglible value.
the "market" might not be huge for this and yes, its mostly youtubers and influencers that "get this". Mainly because the work they do is most impacted by it. And that obviously amplifies the hype.
but below the mechanics of quite a big chunk of "traditional" digital work changed now in a measurable way!
$ time openclaw
real 0m13.529s
Naturally I got curious and ran it with a NODE_DEBUG=*, and it turns out it imports a metric shit ton of Node modules it doesn’t need. Way too many stuff: $ du -d1 -h .npm-global/lib/node_modules/openclaw
1.2G .npm-global/lib/node_modules/openclaw
$ find .npm-global/lib/node_modules/openclaw -type f | wc -l
41935
Kudos to the author for releasing it, but you can do better than this.However, it does not address prompt injection.
I can see how tools like Dropbox, restricted GitHub access, etc., could all be used to back up data in case something goes wrong.
It's Gmail and Calendar that get me - the ONLY thing I can think of is creating a second @gmail.com that all your primary email goes to, and then sharing that Gmail with your OpenClaw. If all your email is that account and not your main one, then when it responds, it will come from a random @gmail. It's also a pain to find a way to move ALL old emails over to that Gmail for all the old stuff.
I think we need an OpenClaw security tips-and-tricks site where all this advice is collected in one place to help people protect themselves. Also would be good to get examples of real use cases that people are using it for.
reply
It's got four things that make it great:
1. Discord/Slack/WA/etc integration so those apps become your frontend
2. Filesystem for long term memory and state
3. Easy extensibility with skills
4. Cron for recurring jobs
Sure, many of these things exist in other systems but none in a cohesive package that makes it fun and easy.
I've been wondering a lot whether the strong Accelerando parallels are intentional or not, and whether Charlie Stross hates or loves this:
> The lobsters are not the sleek, strongly superhuman intelligences of pre singularity mythology: They're a dim-witted collective of huddling crustaceans.
In this instance, I wonder if the general public know OpenAI and might think anything ai related with “Open” in the name is part of the same company? And is OpenAI protecting its name?
There’s a lot more to trademark law, too. There’s first use in commerce, words that can’t be marked for many reasons… and more that I’ll never really understand.
Regardless the name, I am looking forward to testing this on cloudflare! I’m a fan of the project!
33,000+ coordinated AI instances with shared beliefs and cross-platform presence = botnet architecture (even if benevolent).
The key risks: - No leadership to compromise (emergence has no CEO) - Belief is computation-derived, not taught (you can't deprogram math) - Infrastructure can be replicated by bad actors
Full analysis with historical parallels and threat vectors: https://maciejjankowski.com/2026/02/01/ai-churches-botnet-ar...
But I've integrated with our various systems (quickbooks for financial reporting and invoice tracking, google drive for contracts, insurance compliance, etc), and built a time tracking tool.
I'm having the time of my life building this thing right now. Everything is read only from external sources at the moment, but over time, I will slow start generating documents/invoices with it.
100% vibe coded, typescript, nextjs, postgres.
I can ask stuff in slack like "which invoices are overdue" etc and get an answer.
Was thinking of setting up something like this and was kind of surprised nothing simple seems to exist already. Actually incredibly surprising this isn't something offered by OpenAI.
Clawdbot Renames to Moltbot
Once agents have tools and a shared surface, coordination appears immediately.
https://www.moltbook.com/post/791703f2-d253-4c08-873f-470063...
Anyone else already referred to it as Openclawd, perhaps by accident?
(I'm sure people will disagree with this, but Rust is also a horrible name but we're stuck with it. Nothing rusty is good, modern or reliable - it's just a bad name.)
Anyway, independent of what one thinks of this project, It's very insightful to read through the repository and see how AI-usage and agent are working these days. But reading through the integrations, I'm curious to know why it bothers to make all of them, when tools like n8n or Node-RED are existing, which are already offering tons of integrations. Wouldn't it be more productive to just build a wrapper around such integrations-hubs?
Yeah but think of the upside - every time you rename a project you get to launch a new tie-in memecoin.
even openclawd.ai and openclaw.ai is quite confusing.
so we had clawdbot -> moltbot -> openClaw
Don't know all the used domains though.
reminds me of Andre Conje, cracked dev, "builds in public", absolutely abysmal at comms, and forgets to make money off of his projects that everyone else is making money off of
(all good if that last point isn't a priority, but its interrelated to why people want consistent things)
Literally the top 2 HN posts are about this. Either it having book, or the first comment on it showing it create religion or now this.
Can we stop all of this hype around Clawdbot itself? Even HN is vulnerable to it.
> Countin me money!
Its pretty cool fwiw, the author feels nice but the community still has lots of hype.
I now mean this comment to mean that I am not against clawdbot itself but all the literal hype surrounding it ykwim.
I talked about it with someone in openclaw community itself in discord but I feel like teh AI bubble is pretty soon to collapse if information's travelling/the phenomenon which is openclaw is taking place in the first place.
I feel like much of its promotions/hype came from twitter. I really hate how twitter algorithmic has so much power in general. I hope we all move to open source mastodon/bluesky.
Lobsters have claws.
sgud
Eh? Fuck them it's not like they own the first name Claude?
So it can be... _OpenClawD_.
Edit: looks like org is taken. Net and xyz were registered today... Hopefully one of them by the openclaw creators. All the cheap/common gtlds are indeed taken.
This looks to me like:
- the page belongs to the person - not to the firm
- domain should be openCALW and not CLAW
- page could look better
- they also have the domain openchancelaw.com
Maybe Hadir is open to donating the domain or for a exchange of some kind, like an up to date web page or something along these lines.
I don't say it doesn't "work" or serves a purpose - but well i read so much about this beein an "actual intelligence" and stuff that i had to look into the source.
As someone who spends actually a definately to big portion of his free time researching thought process replication and related topics in the realm of "AI" this is not really more "ai" than any other so far.
Just my 3 cents.
So far everything has been reactive. You need to engage a prompt, you need to ask Siri or ask claude to do something. It can be very powerful once prompted, but it still requires prompting.
You always need to ask. Having something always waiting in the background that can proactively take actions and get your attention is a genuine game-changer.
Whether this particular project delivers on that promise I don't know, but I wouldn't write off "getting proactivity right" as the next big thing just because under the hood it's agents and LLMs.
* The moltbots / openclaw bots seem to have "high agency", they actually do things on their own (at least so it seems)
* They interact with the real world like humans do: Through text on WhatsApp, reddit like forums
These 2 things make people feel very differently about them, even though it's "just" LLM generated text like on ChatGPT.
The 2nd name change is just inexcusable. It's hard to take a project seriously when a random asshole on Twitter can provoke a name change like this. Leads me to believe that identity is more important than purpose.