I built a tool that solves one problem: AI agents that actually do things instead of just talking about them. What it does Automatically in minutes: ∙ Deploys multi-agent swarms that coordinate via shared memory and file locks ∙ Switches between 8 AI providers (Claude, GPT, Gemini, Qwen, DeepSe…
I’m trying to setup OpenClaw to build features for various clients. My thought is to have one agent per project. They would have their own isolated workspace with skills, soul, identity, etc. But where do specific roles like Researcher, Coder, Tester, Project Manager, etc go? In Claude Code these…
I doubled Nemotron-3-Nano-30B throughput on an RTX 2080 Ti using a 7-agent AI war room with real time chat. https://huggingface.co/Tinker-Stack/Nemotron-3-Nano-30B-A3B-IQ4_XS-GGUF Hardware: Ryzen 7 3800X, 32GB DDR4-3600, RTX 2080 Ti (11GB), Ubuntu 24.04 Model: Nemotron-3-Nano-30B-A3B — 31.6B para…
I learned a lot over last 3 weeks of battling with my CB to do the easiest tasks while sometimes being surprised that it handled tough ones with ease. I have taken many tips from ChatGPT and implemented many functionalities with Codex then deployed them to GitHub and asked by Bot to pull them, but …
Hello OpenClaw experts, I’m trying to figure out whether this setup is possible, and I’d appreciate some guidance before I go too deep down the rabbit hole. What I want to achieve: Multiple agents Running in different environments (some on local PCs, others on VPS/cloud servers) Ideally sharin…
Hey everyone! 👋 I'm running a multi-agent setup on OpenClaw with a Mac mini. I have a main agent (Jarvis) and a French teacher agent (Professeur Dupont) that lives in a dedicated Discord thread. The problem: Both agents post as "JarvisBot" in Discord since they share the same bot token. I'd like…
**We are trying to build something called “CommandForge” – a way to run AI agents like a team instead of a single chatbot** I’ve been experimenting with AI tools for a while, and one thing kept bothering me: everything is built around a single assistant. You prompt it, it responds. If you want som…
I think people follow the YouTubers too much, I went outside of the Claude route for my daily driver, I went full blown GLM, and I will explain why. Fixed cost, you are allowed to use your subscription API within openclaw, this is listed in their documentation, so no need for workarounds. New GLM…
Hey OpenClaw builders. We’ve been using OpenClaw for local-first agent experiments and really like how lightweight and hackable it is. One limitation we kept running into though: OpenClaw agents are great locally, but integrating them into **multi-agent setups** or making them collaborate with **r…
I’m currently working with OpenClaw and using a Cylon-themed agent named Specter. I don’t do any coding yet, so I’m still trying to understand how multiple agents are supposed to work. Based on how it has been explained to me, sub-agents don’t have access to tools. Because of that, it seems like I …
Running a multi-agent OpenClaw setup with \~10 specialized agents on Discord (coding, design, finance, research, etc.). Current challenges: - Cross-agent communication creates messy context - sessions\_send works but feels like it pollutes session history - Discord messages between agents seem unn…
Hi All, Just wondering what people think are the positives/negatives to multi agents. From a lot of what I've read multi agents aren't really as useful with the latest models. If you are using multiple agents is there a reason? And if so what setup have you gone with?
hey guys, l've been working on a project that offers a simple way to run multi-agent workflows with minimal setup on your own openclaw, plus a dashboard to track task progress and view the conversations between your agents as they work. It's fully open source under the MIT license, and I believe a…
Hey all, Just wanted to share my experience in using openclaw. Its been quite fun playing around seeing the different things I am able to do with it. I started first with Gemini free 300$ credit but they started hitting the rate limit quite quickly for me. So decided to get kimi subscription and s…
OpenClaw actually has built-in multi-agent support. There are three levels depending on what you're trying to do: 1. Multiple Persistent Agents (built-in) You can define multiple permanent agents in your config, each with its own workspace, system prompt, model, tools, and even sandbox. Then use …
My Openclaw instance loves to commit "JSON seppuku". When I ask it to debug the multi-agent discord setup, first thing it does is to confidently change its openclaw.json file and restart, without backup of course. Restart crashes and I have fun restoring the last state. I locked the config file dow…
OpenClaw Multi-Agent Update just delivered one of the strongest improvements the platform has ever seen. The entire system feels more responsive, more reliable, and more capable of handling real workflows without slowing you down. This upgrade pushes local AI automation into a new era. Watch the…
I've been running a multi-agent OpenClaw system with with different platform agents (Threads, Twitter, etc..) doing automated engagement. The token costs were adding up fast, so I dug into optimization. **The Problem** Each heartbeat was costing $0.858 on average. With 10 agents running multiple …
The trust fabric for AI agents—identity, delegation, and security across multi-agent systems. \* Authority for AI agents. \* IAM for autonomous systems. \* Trust, enforced at agent speed. [https://agentic-iam.com](https://agentic-iam.com/) \- Product Landing Page. [https://www.producthunt.com/pro…
Guys, I’ve been seeing a lot of posts on this subreddit and honestly I’m amazed. People are using OpenClaw so effectively — running like 10–14 agents, setting up multiple models, letting everything work 24/7, and it keeps updating them automatically. The productivity boost looks insane. But mine …
OpenClaw has moved into a true multi-agent setup and started behaving like a real execution system rather than a demo agent. Agents are deployed, have their own lifecycle, coordinate multiple tools, and can act without a human in the loop. At this point, tool calls become delegated actions with rea…