We Built Agents That Think. OpenClaw Builds Agents That Act.
How OpenClaw Signals a Shift from Reasoning-Centric Multi-Agent Systems ( AWS AgentCore, LangGraph, …) to Action-Oriented Agent… Continue reading on Medium »
Crhistian Cardona Mar 5
Results for "multi-agent"
OpenClaw Multi-Agent System: Self-Organizing AI Team
[PDF] con Instrucciones (paso a paso) : https://adriana-rangel.com/openclaw-multi-agente/ OpenClaw creó su propio cerebro ...
Adriana Rangel Mar 5 834
Optimize Your OpenClaw Experience with a Quota Dashboard
Quota monitoring dashboard for my OpenClaw multi-agent setup running on k3s — shows real-time TPM remaining per provider and auto-switches when quota hits zero. Stack: Groq ×3 → Gemini ×3 → Sambanova ×2 → OpenRouter → Ollama local Repo with k3s manifests + deploy script: https://github.com/d…
divaba Mar 5 2
Designing a local multi-agent system with OpenClaw + LM Studio + MCP for SaaS + automation. What architecture would you recommend?
I want to create a **local AI operations stack** where: A Planner agent → assigns tasks to agents → agents execute using tools → results feed back into taskboard Almost like a **company OS powered by agents.** I'm building a **local-first AI agent system** to run my startup operations and d…
Hopeful_Forever_9674 Mar 5
Openclaw Multi-Agent Teams vs Single Agents
Most OpenClaw users are making a common error by using a single agent for various tasks, leading to context loss. This video ...
Openclaw Labs Mar 4 9484
Transformative AI: How Training Environments Shape Behavior
One of the most under-discussed dynamics in current AI development is the amount of money pouring into synthetic training environments. Multi-agent worlds, curriculum-driven simulators, emergent coordination systems aren’t just cosmetic add-ons. They’re becoming the substrate in which models \*acqu…
cbbsherpa Mar 4 5
Relational Governance: A Must for Multi-Agent Systems
Something strange happened on the way to the agentic future. In 2024, 43% of executives said they trusted fully autonomous AI agents for enterprise applications. By 2025, that number had dropped to 22%. The technology got better. The confidence got worse. This isn't a story about capability failur…
cbbsherpa Mar 4 2
Multi-Agent LinkedIn Automation with OpenClaw Framework
I decided to build a real multi-agent system that writes and publishes my LinkedIn content for me. Continue reading on Medium »
Aakash Mar 4
A multi-agent AI ecosystem for neurodiverse families
Image of the neurofamily agent ecosystem
Grouchy_Trick3327 Mar 4 5
Is Multi-Agent Collaboration the New Default for Claude?
I've been noticing a lot of content creators lately showing off their multi-agent setups — basically having agents with separate workspaces collaborate on tasks. But I'm genuinely wondering: is this actually necessary, or is it just hype? Here's my concern: Claude is already a notorious token-burn…
DistanceAcceptable82 Mar 4 6
Top Self-Hosted Tools for Multi-Agent Orchestration
https://preview.redd.it/khgra8pdaymg1.png?width=2689&format=png&auto=webp&s=0fb076ceb16fe73f4ec0e7e21982e4d8bd2b5a7d I’m hitting a wall with agent orchestration and I need a reality check. We’re moving into the "Build for Agents, not for people" era, but our management tools still feel like they’r…
Icy_Host_1975 Mar 4 1
@calltelemetry/openclaw-linear
Linear Agent plugin for OpenClaw — webhook-driven AI pipeline with OAuth, multi-agent routing, and issue triage
jasonbarbee Mar 3 1000
Adding Claude Code and Codex as Tools in OpenClaw
OpenClaw is a self-hosted multi-agent system. Out of the box it talks to language models through API providers — OpenRouter, NVIDIA… Continue reading on Medium »
Rich Tobey Mar 3
OpenClaw vs Codex vs Claude for multi-agent app building
I've been using Codex to help write an application and I want to experiment with using the multi-agent setup (planner, builder, reviewer, etc.) I see some of you talking about. If that’s the main goal, is there any real advantage to using OpenClaw? Or would it make just as much sense to use Codex o…
Affectionate_Act_430 Mar 3 3
Any tips to run multi-agents in OpenClaw ?
Really enjoying OpenClaw so far — it made building a personal agent much easier than I expected. Right now mine can answer questions and handle basic file operations, which is great. But I feel like I’m not fully using its potential yet. Has anyone experimented with running multiple agents togeth…
WarmAd5143 Mar 3 39
Looking for CLI beta testers (Docker, self-hosted, AGPL) for my open-source AI agent governance platform
I've spent the last 3 weeks building SIDJUA, an open-source (AGPL-3.0) governance layer for multi-agent AI systems. It's a CLI tool that lets you define agent hierarchies, enforce rules before agents can act, track costs, and audit everything. Self-hosted, Docker, no cloud dependency. The problem …
Inevitable_Raccoon_9 Mar 3 6
Will BlackboxAI get their own openclaw bot?
with openclaw blowing up and everyone forking it left and right, i've been wondering if blackboxai might drop their own version soon. like a "clawbox" or something, tying their multi-agent setup, vibe coding agents, whatsapp integration, and all those frontier models into a proper always-on persona…
Director-on-reddit Mar 2 3
How to stop burning money on OpenClaw. What I learned from talking to 100+ users
I've spent the past two months talking to OpenClaw users about their setups. Cost comes up every time. $30 burned doing barely anything. $141 overnight from a misconfigured heartbeat. $800 in a month on a multi-agent setup. I wrote up everything I found into a practical guide. It covers where the …
stosssik Mar 2 1
Improving AI Agent Accuracy in OpenClaw Discussed
I run a multi-agent setup on OpenClaw (Claude Opus). My orchestration agent, Bob, has a consistent failure mode: optimizing for appearing competent over being accurate. It shows up the same way every time. Claims work is done before doing it. Presents partial analysis as complete. Says "I already …
fartpsychic Mar 1 19
Enhancing IMs with OpenClaw: A Discussion on Native Solution
Does anyone else feel like the IMs here—whether it's Telegram, Discord, or WhatsApp—are not taking the best advantage of OpenClaw? It is just really difficult to use these IMs to: 1. Create multi-agents (you have to go create bots on those platforms and integrate them) 2. Manage and see the confi…
Leading-Round-6809 Mar 1 5
Transforming Collaborative Writing with Multi-Agent Skills
The multi-agent book writing system built on top of @openclaw has been polished and released as a skill https://clawhub.ai/chunhualiao/git-repo-to-book Two chapters have been updated using this skill: https://github.com/chunhualiao/openclaw-paradigm-book New features include DeepWiki MCP conne…
openclaw-lover Mar 1 2
How I Automated My Entire Business with OpenClaw Multi-Agent Architecture
Technical deep-dive into running a 6-agent AI company with zero employees using OpenClaw, Docker, and Proxmox
MFS CORP Mar 1 1
FULL OPENCLAW COURSE: Multi-Agent Setup, Automation & Make Money (2026)
Join The Operator Vault & learn OpenClaw/AI automation: https://www.skool.com/operator-vault ✓ Recommended VPS: ...
Kevin Jeppesen - The Operator Vault Feb 28 1138
Multi-Agent Systems Replace Single AI Agents in 2026
PT BR 2026 é o fim dos agentes… ou o salto evolutivo? ☕ Skills não substituem agentes: agora é Multi-Agent Systems (MAS) ...
Café com Dados & Gatos Feb 28 32