Hope everyone's Easter weekend was smooth! With our first 100 members growing steadily, I've put extra gears into getting this community to be stronger than an ever-growing part time construction site. Expect over the next few weeks to see a lot more video and classroom content produced by yours truly. There's a whole field adjacent to the OpenClaw world that amplifies with new frontier AI novelties. For instance, cross-LLM accuracy. What if that was an automatic, 24/7 engine that you didn't even to battle across your agentic setups? So you’ve talked to Perplexity to fact check what GPT told you, and then you had Claude prep a presentation mimicking Gemini's format, you slap assets across LLMs thinking it's improving. This accuracy feels like a band-aid on a bigger hole, Cognee.ai bridges all of that with 3 core API requests for free: Ingesting, chunking, and organizing. Footnote: I'm not affiliated with Cognee.ai , it's an open source project available for free By wiring this simple string of automated knowledge work, capabilities are night and day. With a few commands, you can unify your knowledge base across multiple LLMs, and get the 80/20 benefits of RAG when that body of work grows substantially. At what point does a speck of sand become a hill? Join us this Saturday as we dive deeper into the business angles of this, along with another video on how to use OpenClaw for a strangers business (hint, it's not too different from industry-grade AI scoping!)

I've been wrestling back and forth with Openclaw for over a week. I haven't got ANY thing else done. Its so frustrating. I have this up on a VPS (DigitalOcean). I did a number of recommended security hardening procedures, had it build some things to improve its memory capabilities, and then had it start creating team members. Sounds great.... but this thing has crashed a few dozen times, keeps having all kinds of errors, can't fix itself. Can someone help me 1:1 get this damn thing set up properly? Or help me trouble shoot my current configuration?

There’s a handful of OpenClaw-anchored communities out there, and a lot of you joined this one. Whether it be osmosis or a real business goal, I want to be of best service to you! Of the 3 options, which is the most important to you?

Hi All - I just bought a Mac mini, am about to install Open Claw, Nemo Claw, and wanted to ask - with the challenges (pros and cons to everything respectfully) - knowing what you know now - what would you say would be the fastest, easiest, most effective way to start from scratch, install software, and end up with multiple self-improving agents? I saw someone using Nemoclaw to install open claw saying is easier, faster, and more efficient. Has anyone tried this? looking for any and all help that I can find - thank you so much for your input and high five! :)

decided to get off all or most paid to use apis and saas in 2026. so i took a email open tracking saas service for which i was paying for and reversed engineered it. the result. i now have my own chrome extension and email tracking service that is powered by open source email tracking that runs locally(self hosted). so i saved 9.99$ per user per month.