The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 33 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Wilkinson: Built and Runs a SaaS Business Entirely Autonomously via OpenClaw
“And so as a test, before I started doing this in our operating businesses, I basically built a business a SaaS business, and then I've been running it entirely autonomously using OpenClaw.”
Greg Isenberg: Jensen Huang called OpenClaw the most important software release ever
“He said that Open Claw is probably the single most important release of software probably ever.”
Moritz Kremb: OpenAI permits OpenClaw OAuth connections while Anthropic officially bans them
“Because OpenAI has stated that they're okay with it. So for them, it's definitely fine to use this OAuth method with Anthropic. It's kind of a gray area a bit. I think officially in their terms of service, it says you're not allowed to do that.”
Moritz Kremb: Anthropic is banning users for connecting OpenClaw via OAuth
“And some people have been getting banned over it. So I do recommend that if you, if you're scared about your account getting banned, just create a new one, create a new account and put the 20 dollar plan on that.”
Henry: Local Agent Skills Eliminate Traditional SaaS Hosting Costs
“You can build SAS products as full skills. Now you no longer have to pay for hosting. You no longer have to pay for a domain. You no longer have to pay for storage, handle authentication. You can download Products locally, and the whole, ah, look at what I bui…”
Vin: Autonomous Agents Can Be Steered Entirely via Knowledge Vaults
“And now instead of like managing an agent or talking to another human about working on something, I just focus on managing this vault. This is like the new source. I just continually try and make it so that this vault has all of the information needed so that …”
Finn: Hermes produces polished updates while OpenClaw updates are rough and untested
“The Hermes updates have been very focused, polished, tested, and tied to really nice narratives that are focused on making life easier for the user. While I feel like the OpenClaw updates Have been more kind of shotgun, put everything in it, don't test it quit…”
Alex Finn: Hermes Overtook OpenClaw with Desktop Release
“I believe this is like the moment that Hermes overtook OpenClaw, to be quite honest”
Finn: OpenClaw hardcodes models and requires framework updates for new releases
“OpenClaw, like every model is like hard coded in to OpenClaw. So you have to like ask them to switch models. And when new models come out, you have to wait for OpenClaw to update with that newest model.”
Wilkinson: OpenClaw agents still require micromanagement, not true delegation
“Like I think open claw agents are still like zap. They're basically like zap your zaps, but that can make basic decisions and have intelligence, but you still have to tell them step by step. This is how I want you to think. This is how I want you to operate. L…”
Liu: Manus was the pioneering autonomous AI agent before OpenClaw
“At least when Manus first came out, it's truly groundbreaking, right? Like it was the first kind of real, like, holy crap, like YOLO agent, like look at everything it did. Kind of, like, before even OpenClaw, right? Long before OpenClaw. And so I think they we…”
Ross Mike: Do not download AI agent skills from public marketplaces
“I don't download skills because your agent needs the context of a successful run, which you then turn to skills, right? And this is the big thing I see. You see skills marketplaces. You see download this and that. First of all, it's a easy way to attack somebo…”
Moritz Kremb: OpenClaw is the closest system to a truly autonomous agent
“And so it's kind of the first really personal agent that exists and also Currently, I would say it's the closest to what we have of a truly autonomous agent.”
Moritz Kremb: Hosting autonomous AI agents locally is safer than cloud VPS
“To mitigate that, I actually recommend just like set it up on a local Mac. Because there the risk is much lower than if you're setting it up on a VPS. Like a VPS is this thing that's in the cloud and it's like constantly connected to the internet. And it's jus…”
Henry: AI agent rewritten onboarding drove record daily new user signups
“He has completely rewritten my onboarding, because he has the analytics from my app, and you can see here, it's massively helped. This got published two days ago, and this is the most new users I've had in a day for a long, long time.”
Henry: Agent performance relies on skill context more than underlying foundation models
“I think with things like OpenCrawl, it's not so much how the model works, it's how you're working with it, and how you're using skills and the context it has around those skills.”
Henry: Dedicated mission controls and multi-agent setups are unnecessary for AI agents
“So I don't really believe in the mission control stuff or multi-agent. I just have Larry as the one agent that I text through WhatsApp and we just message like you would an employee.”
Henry: AI content agents need iteration and minimal micromanagement to succeed
“It is an iterative thing, so a lot of people try the Larry skill, and they tell me, it didn't work, I got 700 views. I was like, that's your first post. I got 700 views on my first post. You need to keep iterating the content. You have to spend the time lettin…”
Henry: OpenAI owns OpenClaw and will tighten its security
“I think now OpenAI own OpenClaw. The security is going to get a lot tighter. Things are going to be a lot, lot smoother.”
Wilkinson: AI Agent Productivity Tooling Sinks 80% of Time into Maintenance
“And the problem is that I feel like I'm spending 50% of my time debugging it and 50% of my time, maybe 30% of my time making it better and then 20% of my time being productive. So it's like the classic productivity treadmill.”
Wilkinson Records Daily Audio to Contextualize AI Agents via GBrain
“And so I record my entire day and then G brain ingests it and it just knows context. And then my open claw agents have full context.”
Moritz Kremb: Claude hallucinates OpenClaw solutions instead of checking official documentation
“Because normally Claude will, if you ask it something about OpenClaw, it's like, it can give you the right answer, but it often just makes something up. If it doesn't really know, it doesn't always go and check the docs by itself through its web search feature…”
Moritz Kremb warns users to inspect ClawHub skills for suspicious community instructions
“One thing you should be, you should always be double checking these skills because anyone can create them and there can be like all kinds of instructions inside of these skills. So what actually the creator has done, they've, Like added this security scan here…”
Moritz Kremb expects major AI providers to build proprietary OpenClaw clones
“And so what I do expect to happen is that it, like Claude code and Claude co-work and so on, they will all build like their own kind of versions of open claw.”
Gaskill: OpenClaw is among the hardest agent harnesses to learn; Cowork is easiest
“I would say that OpenClaw is probably, like, one of the hardest to learn and set up of these harnesses. I would say Cowork is probably the easiest.”
Henry: Larry OpenClaw skill generates $300-$400 monthly revenue on autopilot
“This is 304 hundred dollars of monthly revenue coming in without me touching anything using the Larry marketing skill that I created for OpenClaw agents”
Henry: Running AI Agent Takes 1-2 Hours Nightly Alongside Full-Time Job
“So at the moment I'm creating hundreds of dollars, If I just implement my learnings a little bit more, improve my apps a little bit more, it can turn into thousands, and I'm not even trying. So it allows me to work a full-time job, and then it takes me an hour…”
Isenberg: OpenClaw QMD Skill Reduces Token Usage by 95%
“I did find an open clause skill that cuts token usage by 95%. It's called KMD Q, QMD skill.”
Moritz Kremb: Instruct OpenClaw to update its context files for behavioral feedback
“When you notice something that you want to happen again, or don't want to happen again, just tell your OpenClaw to update these files.”
Moritz Kremb warns autonomous AI agent API requests can cost $0.20 each
“If you use a model through the API, it can really get very expensive. Like every, every request can be like 20 cents and that can stack up really quickly.”
Moritz Kremb automated his grocery ordering on German service Rewe using OpenClaw
“I've logged into that browser with my, like the, in Germany it's called Rewe. It's like this Instacart basically. And it will start like Ordering my groceries for me essentially and clicking around and ordering my stuff. So I've automated like this whole part …”
Moritz Kremb: Preloading OpenClaw documentation into Claude fixed 99% of errors
“And since I have this it's solved like 99% of my problems.”
Henry: App MRR has not scaled because Larry runs on one TikTok account
“One, I use my OpenClaw agent, Larry, who automates all my TikTok marketing, and this is one of the main reasons why it hasn't scaled into thousands of MRR, it's because I am only doing this on one TikTok currently, and then I've got one TikTok for each of my a…”