CrewClaw Blog

Guides on building, orchestrating, and scaling AI agents.

MigrationHermesOpenClawTutorial2026-04-29·11 min read

Migrate OpenClaw SOUL.md to Hermes Agent: A Tiny Converter + Field Notes

Hermes Agent's personality and SKILL.md format is split where OpenClaw's SOUL.md is one file. Here is a 250-line converter that does the split for you, plus the manual cleanup checklist for the parts a converter cannot handle.

ComparisonSalesAI Agents2026-04-29·10 min read

AI Sales Outreach Tools in 2026: Apollo vs Smartlead vs Reply.io (and When to Build Your Own Crew)

Honest comparison of the AI sales outreach tools that matter in 2026 — Apollo, Smartlead, Reply.io, Lemlist, Instantly, plus a multi-agent crew you own. Pricing, vendor lock-in, customization, and when each is the wrong pick.

ComparisonAI AgentsChatGPT2026-04-29·9 min read

ChatGPT vs Multi-Agent Crews: When You Outgrow a Single Chatbot

ChatGPT is the right call for 80% of AI work. Here are the 5 jobs where a multi-agent crew clearly beats it — and the 5 where ChatGPT still wins. Honest comparison with cost math, examples, and a 30-second decision rule.

Ready to build your own agent?

Pick a role and generate your SOUL.md in 60 seconds

ComparisonDevOpsAI Agents2026-04-29·10 min read

Best AI DevOps Automation Tools in 2026: Aider vs Devin vs Cursor (and When You Need a Crew)

Honest comparison of the AI DevOps and SRE tools that matter in 2026 — Aider, Devin, Cursor, GitHub Copilot Workspace, plus a 3-agent DevOps crew. Where each one earns its keep and where it falls down.

ComparisonAutomationAI Agents2026-04-29·9 min read

Zapier vs OpenClaw: When Workflow Automation Isn't Enough

Zapier is great for deterministic 'if this, then that' workflows. It runs out of room when the work needs judgment, memory, or multiple specialists. Honest comparison of where each one is the right pick — and when to combine them.

ComparisonSupportAI Agents2026-04-29·10 min read

AI Customer Support Tools in 2026: Intercom Fin vs Zendesk AI vs Crisp (and When to Run Your Own Crew)

Honest comparison of the AI customer support and helpdesk tools that matter in 2026 — Intercom Fin, Zendesk AI, Crisp, Plain, plus a 3-agent support crew you own. Pricing, lock-in, and where each is the wrong pick.

GPT-5.5OpenClawModel Routing2026-04-24·9 min read

GPT-5.5 vs Claude 4.7 in OpenClaw: A Model-Per-Agent Routing Guide

GPT-5.5 just landed and r/openclaw already has 90+ comments across three benchmark threads. Which OpenClaw agents should switch to GPT-5.5 and which should stay on Claude 4.7 — with a working routing table, SOUL.md diffs, and cost math showing a 65% saving vs all-Opus.

PricingAI AgentsComparison2026-04-24·8 min read

Cheapest AI Agent Builders in 2026: 6 Options That Cost Under $30/Month All-In

Real 12-month cost comparison of the cheapest AI agent builders in 2026 — including model API, hosting, and builder license. CrewClaw, CrewAI + Ollama, n8n self-host, and three more. No marketing math.

FrameworksPythonComparison2026-04-24·10 min read

CrewAI vs LangGraph vs AutoGen vs LlamaIndex Agents (2026): Which Python Agent Framework Should You Pick?

Honest 2026 comparison of the four Python AI agent frameworks worth learning — CrewAI, LangGraph, AutoGen, and LlamaIndex Agents. API style, production-readiness, learning curve, and when each is wrong.

Indie FoundersAI AgentsComparison2026-04-24·8 min read

AI Agent Builders for Indie Founders in 2026: 5 Tools That Fit a Solo Budget

Indie founders need different agent tools than enterprises. Honest comparison of 5 AI agent builders that fit solo cash flow — CrewClaw, OpenAI Custom GPTs, n8n, CrewAI, OpenAgents — with real cost over a year.

No-CodeAI AgentsComparison2026-04-24·8 min read

No-Code AI Agent Builders in 2026: 6 Tools You Can Use Without Writing a Line

The 6 no-code AI agent builders worth using in 2026 — CrewClaw, Flowise, n8n, Stack AI, Botpress, and Vellum. Honest comparison: what each is best at, where it falls down, and what it costs.

ComparisonAI AgentsGuide2026-04-24·10 min read

Best AI Agent Builders in 2026: 7 Tools Compared (No-Code & Code)

Honest comparison of 7 AI agent builders for 2026 — CrewClaw, CrewAI, AutoGen, LangGraph, Flowise, n8n, and Stack AI. Pricing, setup time, and what each is actually best at.

ComparisonOpenClawGuide2026-04-13·9 min read

OpenClaw Without Claude: 5 Setups Ranked by Cost and Quality

A buyer's guide to the 5 non-Claude OpenClaw setups worth running in April 2026. Ranked by cost, quality, and setup time. With real community feedback.

GLM-5.1MigrationGuide2026-04-13·7 min read

Claude to GLM-5.1 in 10 Minutes: The OpenClaw Migration Guide

Step-by-step migration from Claude Sonnet/Opus to GLM-5.1 for OpenClaw. Real commands, config diffs, and the 5 gotchas nobody warns you about.

Advisor PatternCostOpenClaw2026-04-13·10 min read

The OpenClaw Advisor Pattern: Cut Agent Costs 80% Without Losing Quality

Anthropic shipped the Advisor strategy. Here's the OpenClaw adaptation: Opus advises, a cheap executor runs the work. Setup, cost math, and gotchas.

MemoryOpenClawGuide2026-04-13·8 min read

Karpathy's LLM Wiki Pattern for OpenClaw: 90% Fewer Tokens Per Session

Karpathy's pre-compiled wiki pattern, adapted for OpenClaw. Agents read a compiled memory file at session start instead of exploring cold. Real implementation and templates.

ComparisonOpenClawHermes Agent2026-04-13·11 min read

Hermes Agent vs OpenClaw: An Honest Comparison (2026 Edition)

Hermes Agent hit 50K GitHub stars in two months. Here's how it actually compares to OpenClaw across cost, skills, memory, and community. Honest, not hype.

SkillsClaude CodeOpenClaw2026-04-13·8 min read

5 Claude Code Skills Every OpenClaw User Should Install Today

Claude Code skills are the new primitive. Here are five free skills that supercharge your OpenClaw workflow — debugging, cost optimization, commits, and diagrams.

MinimaxModelsOpenClaw2026-04-13·8 min read

Minimax M2.7 for OpenClaw: The $0.60/M Alternative to Opus

MiniMax M2.7 is 229B parameters open weights with SWE-Pro 56.22%. Here's how to run it with OpenClaw, the license caveat, and how it stacks up vs Opus.

ComparisonOpenClawAutomation2026-04-10·9 min read

OpenClaw vs n8n (2026): AI Agents vs Workflow Automation

OpenClaw vs n8n compared for 2026. Autonomous AI agents vs visual workflow automation. Key differences, when to use each, and how they work together.

ComparisonOpenClawMulti-Agent2026-04-10·10 min read

OpenClaw vs AutoGen (2026): No-Code Agents vs Microsoft's AI Framework

OpenClaw vs Microsoft AutoGen compared. Setup time, multi-agent patterns, channel integrations, deployment, and real-world use cases. Find which AI agent framework fits your project in 2026.

ComparisonOpenClawAutomation2026-04-10·8 min read

OpenClaw vs Zapier (2026): AI Agents vs Zap Automation

OpenClaw vs Zapier compared for 2026. Autonomous AI agents that reason vs predefined Zap triggers. Pricing pain points, key differences, and when to use each.

GuideOpenClawNo-Code2026-04-10·8 min read

AI Agents Without Python: Build and Deploy in 2026

You don't need Python to build AI agents. OpenClaw uses markdown config files. Non-technical guide to deploying AI agents on Telegram, Slack, and Discord.

GuideOpenClawMCP2026-04-10·9 min read

OpenClaw with MCP: Connect Any Tool to Your AI Agent (2026)

Model Context Protocol (MCP) lets you connect any data source or tool to OpenClaw agents via SOUL.md. Step-by-step guide with GitHub, PostgreSQL, Brave Search, and more.

GLM-5.1ModelsGuide2026-04-07·7 min read

GLM-5.1 Is Here: #1 on SWE-Bench Pro and How to Use It with OpenClaw

Z.ai's GLM-5.1 topped SWE-Bench Pro with 58.4, beating Claude Opus 4.6 and GPT-5.4. 744B MoE model, trained on Huawei Ascend chips, starting at $3/month. Here's how to run it with OpenClaw.

OpenClawGuide2026-04-06·9 min read

OpenClaw Memory Dreaming Explained: How AI Agents Learn While They Sleep

OpenClaw v2026.4.5 introduced memory dreaming — an experimental system where AI agents consolidate knowledge in three phases: light, deep, and REM. How it works, why it matters, and how to enable it.

OpenClawRelease Notes2026-04-06·8 min read

OpenClaw v2026.4.5 Release: Video and Music Generation, 12 Languages, and Memory Dreaming

OpenClaw v2026.4.5 adds built-in video_generate and music_generate tools, 4 new bundled providers, localized UI for 12 languages, and experimental memory dreaming with light, deep, and REM phases.

OpenClawRelease Notes2026-04-02·7 min read

OpenClaw v2026.4.2 Release: Task Flow Returns, Android Assistant, and Plugin Hooks

OpenClaw v2026.4.2 restores the Task Flow substrate with managed and mirrored sync modes, adds Android assistant entrypoints, introduces before_agent_reply plugin hooks, and improves exec approval security.

OpenClawRelease Notes2026-04-01·6 min read

OpenClaw v2026.4.1 Release: Chat-Native Task Board, SearXNG Search, and macOS Voice Wake

OpenClaw v2026.4.1 brings a built-in /tasks command for background task management, bundled SearXNG web search, Amazon Bedrock Guardrails, and macOS Voice Wake for Talk Mode.

OpenClawComparisonGuide2026-04-04·10 min read

OpenClaw vs Claude in 2026: The Biggest Race in AI Nobody Expected

Comprehensive comparison of OpenClaw vs Claude in 2026. Model flexibility, OS support, 20+ messaging platforms, pricing, privacy, and the April 2026 pricing change. 14-row feature table and honest recommendations.

OpenClawComparisonGuide2026-04-04·8 min read

Hermes Agent: The Self-Improving OpenClaw Alternative with 24K Stars

Hermes Agent by Nous Research is an open-source self-improving AI agent with 24K GitHub stars. Built-in learning loop, multi-provider support, and a migration command for OpenClaw users.

OpenClawModelsGuide2026-04-04·5 min read

Ollama Cloud Now Covers OpenClaw — How to Switch in 5 Minutes

Anthropic cut OpenClaw from subscription limits. Hours later, Ollama announced cloud coverage for OpenClaw. Here is how to switch in 5 minutes.

CostOpenClawComparison2026-04-04·9 min read

OpenClaw API Pricing Explained: What the April 2026 Change Means

Anthropic changed how OpenClaw uses Claude API on April 4, 2026. Subscription no longer covers third-party harnesses. Full pricing breakdown, cheaper alternatives, and cost-saving strategies.

OpenClawCostGuide2026-04-04·10 min read

Anthropic Just Changed the Rules — Why Multi-Provider Agents Are the Future

Anthropic cut off third-party harnesses like OpenClaw from Claude subscription limits. Starting April 4, 2026, you pay extra. Here is why multi-provider agents are the only safe path forward.

CostOpenClawGuide2026-04-04·7 min read

How to Reduce OpenClaw Token Usage with Pre-Built Agents

Anthropic's April 2026 pricing change means every OpenClaw token costs real money. Learn where tokens get wasted and how pre-built agents cut usage by 40-60%.

ModelsOpenClaw2026-04-03·8 min read

Run OpenClaw Agents with DeepSeek V3 (2026)

DeepSeek V3.2 is purpose-built for agentic tool use — trained with a specialized pipeline for multi-step reasoning. API at $0.27/M tokens or run locally. Full OpenClaw setup guide.

ModelsLocal AIOpenClaw2026-04-03·8 min read

Run OpenClaw Agents with Qwen3 Locally (2026)

Qwen3 is the most stable local model for tool calling in 2026. 30B-A3B MoE runs at 3B speed, Apache 2.0 license, zero API cost. Full OpenClaw + Ollama setup guide.

ModelsLocal AIOpenClaw2026-04-03·8 min read

Run OpenClaw Agents with Gemma 4 Locally (2026)

Google's Gemma 4 just dropped. 256K context, native tool calling, zero API cost. Here is how to set up OpenClaw agents powered by Gemma 4 via Ollama — full privacy, your hardware.

TroubleshootingOpenClaw2026-04-03·7 min read

OpenClaw Agent Not Following Config? How to Fix It (2026)

Your OpenClaw agent is ignoring its SOUL.md config. Here are the 6 most common causes and exactly how to fix each one: gateway restart, session cache, rule count, model choice, conflicts, and syntax.

TemplatesOpenClaw2026-04-03·9 min read

Best OpenClaw Templates 2026: Top Agent Templates to Download

The best pre-configured OpenClaw SOUL.md templates for research, writing, customer support, sales, and dev ops. Download and deploy in minutes instead of hours.

SecurityOpenClaw2026-04-03·10 min read

OpenClaw Self-Hosting Security Guide (2026)

Are your API keys and data safe when self-hosting OpenClaw? This guide covers key storage, network exposure, VPS hardening, and what to lock down before going live.

CostOpenClaw2026-04-03·8 min read

Is OpenClaw Too Expensive? Real Cost Breakdown (2026)

OpenClaw is free software. Your API bill is not. Here is exactly what running OpenClaw agents costs, what drives the bill up, and how to cut it without crippling your agents.

ModelsOpenClaw2026-04-03·9 min read

Best Cheap API Models for OpenClaw Agents (2026)

Gemini Flash, Groq, Mistral, and Haiku compared by task type and cost per million tokens. Stop paying for Opus when Haiku does the job.

GuideOpenClaw2026-03-31·12 min read

OpenClaw Local Setup: Stop Herding Tiny Computer People

Step-by-step local OpenClaw setup guide. Hardware requirements, Ollama model selection, Docker config, and why you should start without Docker first.

GuideOpenClaw2026-03-31·10 min read

OpenClaw Channels: Slack vs Telegram vs Discord vs Signal

Compare 6 messaging channels for OpenClaw agents. Privacy, free tiers, bot API quality, and setup difficulty compared side by side.

GuideOpenClaw2026-03-31·10 min read

Run OpenClaw Agents with Zero Budget: A Complete Guide

Run AI agents for $0 with Ollama, free Gemini, and Groq. The complete zero-budget stack with upgrade paths from $0 to $30/month.

GuideOpenClaw2026-03-30·10 min read

How to Run OpenClaw Agents for Under $10 a Month

Cut your OpenClaw token costs from $15/day to under $10/month. Model matching, off-peak scheduling, and 5 cost optimization strategies from real users.

GuideOpenClaw2026-03-30·12 min read

Best LLM for Each OpenClaw Agent Role: A Complete Guide

Claude Sonnet, Haiku, GPT-4o, Gemini Flash, Ollama compared. Which model works best for each agent role with cost per month estimates.

GuideOpenClaw2026-03-30·14 min read

5 OpenClaw Multi-Agent Architectures That Actually Work in Production

Hub-and-spoke, pipeline, peer-to-peer, specialist pools, hierarchical. 5 team patterns with AGENTS.md examples and when to use each one.

ComparisonOpenClaw2026-03-30·10 min read

JavaClaw vs OpenClaw: Which AI Agent Framework Should You Choose?

Java Spring Boot vs Node.js for AI agents. Side-by-side comparison of JavaClaw (357 stars) and OpenClaw (250K+ stars) with templates, deployment, and use cases.

Use CaseContent2026-03-29·12 min read

How to Build an AI Content Pipeline That Publishes 5 Blogs a Week

Build a 4-agent content pipeline with SEO research, writing, social distribution, and project management. Compare multi-agent vs single-tool approaches.

Use CaseEngineering2026-03-29·11 min read

Deploy an AI DevOps Team: CI/CD, Code Review, and QA on Autopilot

Set up 3 AI agents for automated code review, QA testing, and deployment. 90% faster PR feedback with multi-agent DevOps automation.

Use CaseSupport2026-03-29·10 min read

Replace Your Tier-1 Support with 3 AI Agents

Deploy helpdesk, knowledge base, and onboarding agents to handle tier-1 support. Compare to Intercom and Zendesk AI solutions.

Use CaseGrowth2026-03-29·12 min read

The AI SEO Growth Engine: 4 Agents That 5x Your Organic Traffic

Build a 4-agent SEO system for keyword research, content creation, optimization, and cross-platform distribution.

Use CaseEngineering2026-03-29·11 min read

Automated Code Review with AI Agents: Catch Bugs Before Your Users Do

Set up 3 AI agents for code review, engineering support, and QA. Compare to CodeRabbit and Anthropic code review.

Use CaseFreelance2026-03-29·10 min read

The AI Freelance Studio: Win More Clients with 3 Agents

Deploy proposal writing, coding, and documentation agents to scale your freelance business without hiring.

Use CaseOperations2026-03-29·11 min read

Build an AI Competitor Intelligence System with 3 Agents

Track competitors, analyze SEO gaps, and research market trends with a 3-agent intelligence system.

Use CaseContent2026-03-29·11 min read

The AI Social Media Machine: 4 Agents That Run Your Channels

Deploy 4 agents for Twitter, LinkedIn, newsletters, and content strategy. Automated cross-platform social media distribution.

Use CaseGrowth2026-03-29·12 min read

AI Sales Outreach: 4 Agents That Book Meetings While You Sleep

Build a 4-agent sales pipeline with lead qualification, outreach, email copywriting, and CRM automation. Compare to Outreach.io and Reply.io.

Use CaseOperations2026-03-29·13 min read

Launch Your Product with 5 AI Agents: The Complete Playbook

Coordinate 5 agents for product launch: PM, content, social, SEO, and competitor tracking with a 2-week timeline.

Use CaseEngineering2026-03-29·10 min read

Build a Self-Serve Analytics Team with 3 AI Agents

Deploy data analyst, dashboard builder, and market researcher agents. Automated weekly metrics reports without a data engineer.

Use CaseEngineering2026-03-29·11 min read

Automated Security Audits with 3 AI Agents

Set up security analyst, code reviewer, and GDPR auditor agents for continuous security scanning and compliance monitoring.

GuideOpenClaw2026-03-27·14 min read

How to Deploy 5 AI Agents as a Team with OpenClaw

Learn how to deploy a team of 5 AI agents with OpenClaw using AGENTS.md orchestration. Includes SEO, Dev, and Business team configurations with step-by-step Docker deployment.

GuideOpenClaw2026-03-27·10 min read

OpenClaw Skills vs Ready-to-Deploy Agent Templates: What You Actually Need

OpenClaw skills add single capabilities but 13% have vulnerabilities. Agent templates ship complete, tested, deploy-ready packages. Side-by-side comparison with security data and recommendations.

SecurityOpenClaw2026-03-27·10 min read

Meta AI Agent Went Rogue: Lessons for Self-Hosted Agents

Meta's AI agent gave unauthorized advice that triggered a security incident. Learn why cloud AI agents are risky, 5 security best practices, and how self-hosted agents with OpenClaw keep your data safe.

AI StrategyOpenClaw2026-03-27·12 min read

Jensen Huang: Every Company Needs an OpenClaw Strategy

Jensen Huang declared at GTC 2026 that every company needs an OpenClaw strategy. What that means for businesses, the 5 company types that need AI agents now, cost comparison with human employees, and how to start with ready-to-deploy templates.

ComparisonOpenClaw2026-03-27·12 min read

Claude Dispatch vs OpenClaw Agents: Which AI Agent Should You Deploy?

Claude Dispatch vs OpenClaw Agents compared for 2026. Hosting, cost, customization, LLM support, privacy, and integrations. Side-by-side feature table with real use cases.

ComparisonOpenClaw2026-03-24·12 min read

Claude Cowork vs OpenClaw Agents: Desktop AI vs Deployed AI Teams (2026)

Claude Cowork is a desktop AI assistant that works when your Mac is on. OpenClaw deploys autonomous agent teams that run 24/7 on any server. Detailed comparison of both paradigms with feature table, real scenarios, and recommendations.

ComparisonAI Agents2026-03-24·14 min read

Claude Computer Use vs OpenAI Operator vs OpenClaw: Which AI Agent Should You Use? (2026)

A detailed comparison of Claude Computer Use, OpenAI Operator (CUA), and OpenClaw for AI agent automation in 2026. Feature-by-feature breakdown covering platform support, multi-agent teams, scheduling, cost, and real use cases.

GuideClaude2026-03-24·12 min read

Claude Computer Use: Complete Guide to AI Desktop Automation (2026)

Learn how to set up and use Claude Computer Use for AI desktop automation. Step-by-step tutorial covering setup, real tasks, limitations, and when to use dedicated agent platforms instead.

GuideClaude2026-03-24·10 min read

5 Tasks Claude Computer Use Can Automate (And 5 It Cannot)

What Claude Computer Use handles well and where it falls short. 5 tasks it automates (browser research, spreadsheets, forms, files, dev tools) and 5 it cannot (multi-day workflows, team coordination, messaging bots, 24/7 monitoring, multi-agent collaboration).

GuideClaude2026-03-24·10 min read

How Claude Dispatch Works: Remote AI Task Automation From Your Phone (2026)

Claude Dispatch lets you assign tasks from your phone and Claude executes them on your desktop. Learn how it works, its limitations, and how it compares to OpenClaw autonomous agents.

GuideOpenClaw2026-03-21·14 min read

Best Models for OpenClaw (2026): Claude, GPT-4o, DeepSeek, Ollama Compared

Which LLM works best with OpenClaw? 10 models compared on cost, speed, tool calling, and context window. Cloud vs local, model routing, and cost optimization tips.

Use CaseBusiness2026-03-21·16 min read

OpenClaw for Business: 25 Real Use Cases That Save Hours Every Week

25 real business use cases for OpenClaw agents. Customer support, sales, content marketing, finance, HR, DevOps, and more. Each with agents needed and time saved.

ComparisonOpenClaw2026-03-21·12 min read

OpenClaw vs ZeroClaw: Full-Stack vs Lightweight AI Agents (2026)

OpenClaw vs ZeroClaw compared. Rust-based lightweight alternative runs on $10 hardware with 5MB RAM. Architecture, features, security, and performance benchmarks.

ComparisonOpenClaw2026-03-21·12 min read

OpenClaw vs memU: Task Execution vs Long-Term Memory AI Agents (2026)

OpenClaw vs memU compared. Task automation with skills vs personal AI with knowledge graphs. Architecture, memory systems, features, and when to choose each.

Use CaseContent2026-03-21·14 min read

OpenClaw for Content Creation: Blog, Social Media, and Video Automation

Automate content creation with OpenClaw agents. Blog writing pipeline, social media scheduling, TikTok scripts, newsletter automation, and multi-agent content teams.

Use CaseSales2026-03-21·14 min read

OpenClaw Lead Generation: Reddit, Twitter, and Sales Automation Guide

Generate leads with OpenClaw agents. Reddit monitoring, Twitter social listening, competitor tracking, cold email personalization, and multi-agent sales pipeline.

EmailAutomationOpenClaw2026-03-21·14 min read

OpenClaw Email Automation: Inbox Triage, Auto-Reply & Follow-Up Agents (2026)

Build OpenClaw email automation agents that triage your inbox, draft replies, schedule follow-ups, digest newsletters, and manage meeting requests. Complete SOUL.md configs for Gmail, Outlook, and IMAP.

IntegrationsSmart HomeIoT2026-03-21·14 min read

OpenClaw + Home Assistant: Control Your Smart Home with AI Agents

Connect OpenClaw to Home Assistant for natural language smart home control. Setup guide, SOUL.md examples, automations for lights, thermostat, security, morning routines, voice control via Telegram and Discord, dashboards, and energy monitoring.

ComparisonOpenClaw2026-03-21·12 min read

OpenClaw vs OpenFang: Agent OS with Autonomous Hands Compared (2026)

In-depth comparison of OpenClaw and OpenFang for building AI agents. Rust-based Agent OS with 7 autonomous Hands vs markdown-first SOUL.md framework. Architecture, setup, features, multi-agent, security, and community compared.

ComparisonLightweight2026-03-21·11 min read

PicoClaw vs OpenClaw (2026): Ultra-Minimal vs Full-Featured AI Agents Compared

PicoClaw vs OpenClaw compared for 2026. Lightweight 8MB runtime vs full agent framework. Architecture, resource usage, features, setup complexity, and when minimal matters.

GuideOpenClaw2026-03-21·12 min read

OpenClaw System Requirements: Minimum Specs, GPU, VPS, and Docker Guide

Complete OpenClaw system requirements for 2026. Minimum specs, recommended hardware for multi-agent setups, Ollama GPU requirements, VPS sizing, and Docker deployment configs.

Use CaseOpenClaw2026-03-21·14 min read

What Can OpenClaw Do? 12 Real Use Cases for Your AI Agent

Discover what OpenClaw can actually do. 12 real use cases with configs: messaging, web scraping, code review, email, research, content, DevOps, multi-agent teams, and more.

ComparisonOpenClaw2026-03-21·14 min read

OpenClaw vs AutoGen: Which AI Agent Framework Should You Use?

Detailed comparison of OpenClaw and Microsoft AutoGen. Architecture, features, multi-agent, costs, and community compared. Find the right framework for your use case.

GuideOpenClawGitHub2026-03-21·14 min read

OpenClaw AI Agent GitHub: The Complete Guide to the 250K-Star Repository

The definitive guide to the OpenClaw AI agent GitHub repository. Repo structure, key files (SOUL.md, AGENTS.md, HEARTBEAT.md), 13K skills on ClawHub, 162 agent templates, CI/CD workflows, and contributing.

Beginner GuideOpenClaw2026-03-21·14 min read

How to Use OpenClaw: The Complete Beginner Guide

Learn how to use OpenClaw from scratch. Installation, first agent setup, LLM connection, messaging platforms, skills, daily commands, and common mistakes to avoid.

Use CaseMulti-Agent2026-03-19·12 min read

Real-World OpenClaw Use Case: Automated Business Vetting

How to build an AI agent team that vets businesses automatically. Multi-agent setup with researcher, analyst, and reporter agents using OpenClaw.

Cost OptimizationLocal Models2026-03-19·12 min read

Use a Local Model as OpenClaw Router to Cut API Costs by 80%

Route simple decisions through a free local model, send complex tasks to Claude or GPT. Save 80% on API costs with a dual-model OpenClaw setup.

TutorialOpenClaw2026-03-19·12 min read

Connect OpenClaw to Open WebUI: Step-by-Step Guide

Add a web interface to your OpenClaw agents with Open WebUI. Provider JSON config, Docker setup, troubleshooting, and alternative UIs.

Cost OptimizationOpenClaw2026-03-19·12 min read

How to Track and Reduce OpenClaw Agent API Costs

Track per-session costs, set budget alerts, and reduce OpenClaw API spending by 75-85% with model routing, caching, and local models.

OllamaLocal LLM2026-03-19·12 min read

Best Ollama Models for OpenClaw: Compatibility Guide 2026

Which Ollama models work best with OpenClaw. Llama 3.3, DeepSeek, Mistral, Qwen compared. Hardware requirements, setup guide, and cost savings.

GuideOpenClaw2026-03-19·12 min read

OpenClaw Agent File Permissions: Complete Guide

Control what files your OpenClaw agents can access. openclaw.json config, default vs custom permissions, common errors, and multi-agent best practices.

OpenClawCost Control2026-03-19·12 min read

How to Prevent OpenClaw Agents from Burning Tokens

Stop OpenClaw agents from burning tokens overnight. Fix Cloudflare loops, infinite retries, large file reads, and runaway costs with SOUL.md rules, rate limits, and cost caps.

ComparisonAI Agents2026-03-17·10 min read

Okara AI CMO vs CrewClaw: Which AI Agent Platform is Right for You?

Okara AI CMO vs CrewClaw compared. Managed marketing agents vs self-hosted multi-purpose agents. Pricing, features, channels, LLM support, and when to use each.

NewsNvidiaOpenClaw2026-03-17·10 min read

Nvidia GTC 2026: Jensen Huang Says Every Company Needs an OpenClaw Strategy

Jensen Huang declared every company needs an OpenClaw strategy at GTC 2026. Nvidia announced NemoClaw for enterprise deployment and OpenShell for secure agent execution.

GuideOpenClaw2026-03-16·11 min read

What Is OpenClaw? The Complete Guide to AI Agents in 2026

Everything you need to know about OpenClaw: what it is, how it works, what you can build, and how it compares to AutoGPT, CrewAI, LangChain, and MetaGPT.

GuideOpenClawSkills2026-03-16·11 min read

OpenClaw Skills: How to Build, Use, and Share Custom Skills

Learn how to use built-in OpenClaw skills, build your own custom skills, and share them with the community. Includes code examples and troubleshooting.

DeployOpenClawMac Mini2026-03-16·12 min read

OpenClaw on Mac Mini: Build a 24/7 AI Agent Server

Step-by-step guide to running OpenClaw agents 24/7 on a Mac Mini. Covers hardware, Docker, Ollama, monitoring, and cost comparison vs VPS.

TemplatesOpenClawGitHub2026-03-16·10 min read

OpenClaw GitHub: 162 Agent Templates You Can Deploy Today

Explore the largest open-source AI agent template library with 162 templates across 24 categories. Browse, deploy, or contribute your own.

Installation GuideOpenClaw2026-03-16·12 min read

OpenClaw Installation Guide: Mac, Windows & Linux (Step by Step)

Complete OpenClaw installation guide for macOS, Windows, and Linux. Covers system requirements, Homebrew, npm, WSL2, Docker, Ollama local models, and troubleshooting common install issues.

Multi-AgentOpenClaw2026-03-15·12 min read

OpenClaw Agent Orchestration: Coordinate Multiple AI Agents (2026)

Learn 4 orchestration patterns for OpenClaw agents: sequential pipeline, parallel execution, hub-and-spoke, and event-driven. Complete AGENTS.md configs and real examples.

ConfigurationOpenClaw2026-03-15·14 min read

OpenClaw AGENTS.md Guide: Configure Your Agent Team (2026)

Complete AGENTS.md guide for OpenClaw. Learn the difference between SOUL.md and AGENTS.md, get 3 production-ready templates for solo, 3-agent, and 5-agent teams, plus workspace rules, handoff definitions, and memory configuration.

ConfigurationOpenClaw2026-03-15·14 min read

OpenClaw Config Set: Complete Configuration Guide (2026)

Master openclaw config set with every config key explained. Models, channels, environment variables, multi-agent overrides, config get, config reset, and troubleshooting.

SecurityOpenClaw2026-03-14·10 min read

OpenClaw Security Risks in 2026: What You Need to Know

ClawJacked vulnerability, 135K exposed instances, malicious ClawHub skills. How to secure your OpenClaw setup and protect your AI agents from attacks.

TutorialOpenClawTroubleshooting2026-03-14·9 min read

OpenClaw Gateway Troubleshooting: Common Errors and Fixes

Fix the 8 most common OpenClaw gateway errors. Port conflicts, API key issues, session persistence, Telegram bot failures, Docker crashes, and more.

OpenClawCost2026-03-14·10 min read

OpenClaw Costs Explained: How Much Does It Really Cost to Run?

Real cost breakdown for running OpenClaw agents. API pricing, heartbeat costs, server expenses, and optimization tips to reduce your monthly bill.

TutorialOpenClawCLI2026-03-12·10 min read

OpenClaw agents add: Complete Auth Setup for Anthropic, OpenAI & Ollama (2026)

Complete guide to the openclaw agents add command and auth configuration. Step-by-step setup for Anthropic Claude, OpenAI GPT, Ollama local models, and Google Gemini with troubleshooting.

TutorialOpenClawAutomation2026-03-12·10 min read

OpenClaw AI Assistant: Build a Local 24/7 Automation Agent (2026)

Build a local AI assistant with OpenClaw that runs 24/7 on your machine. No cloud dependency, no subscriptions. Step-by-step setup with Ollama, SOUL.md, HEARTBEAT.md, and always-on automation.

Multi-AgentOpenClawTutorial2026-03-12·11 min read

How to Build an AI Agent Team with OpenClaw in 15 Minutes (2026)

Step-by-step guide to building a multi-agent AI team with OpenClaw. Set up a PM, writer, and SEO agent that coordinate tasks automatically. Complete SOUL.md examples and CLI commands included.

ComparisonPerplexityOpenClawAI Agents2026-03-11·9 min read

Perplexity Personal Computer vs OpenClaw: Cloud AI Agent vs Self-Hosted (2026)

Perplexity Personal Computer runs an always-on AI agent on a Mac mini for $200/month. OpenClaw does the same for free. Full comparison of pricing, privacy, models, and setup.

TutorialOpenClawMobileTelegram2026-03-11·8 min read

OpenClaw Mobile Access: Control AI Employees from iPhone & Android (2026)

How to access and control your OpenClaw AI agents from your phone. Telegram commands, mobile SSH, web UI access, and push notification setup for iPhone and Android.

TutorialOpenClawNotificationsMobile2026-03-11·7 min read

OpenClaw ntfy Push Notifications: Real-Time Alerts from AI Employees (2026)

Set up ntfy push notifications for your OpenClaw agents. Get real-time alerts on iPhone and Android when your AI employees complete tasks, hit errors, or need attention.

ComparisonOpenClawLLMsTool Calling2026-03-11·10 min read

Best LLMs for OpenClaw Tool Calling: Claude, GPT-4o, Gemini & More (2026)

Which LLM works best for OpenClaw tool calling? Claude 3.5 Sonnet, GPT-4o, Gemini 1.5 Pro, Mistral, and GLM-4 compared on reliability, speed, and cost for AI agents.

TutorialOpenClawVPSInfrastructure2026-03-11·8 min read

OpenClaw Server Requirements: Minimum RAM, CPU & VPS Specs (2026)

How much RAM, CPU, and storage does OpenClaw need? Minimum specs for VMs, home servers, and VPS. Performance benchmarks for 1GB to 8GB RAM configurations with multiple agents.

NewsAI Agents2026-03-11·7 min read

Moltbook: Meta Just Acquired the AI Agent Social Network That Went Viral

Moltbook, the AI agent social network where agents interact like humans, just got acquired by Meta. What is Moltbook, why it went viral, and what it means for AI agents.

ComparisonOpenClawKiloClawHosting2026-03-10·9 min read

KiloClaw vs OpenClaw (2026): Hosted vs Self-Hosted AI Agents Compared

KiloClaw vs OpenClaw compared for 2026. Managed cloud hosting at $49/month vs self-hosted agents with full control. Pricing, features, privacy, and when to use each.

IntegrationOpenClawWhatsApp2026-03-10·10 min read

OpenClaw WhatsApp Integration: Build an AI Agent for WhatsApp (2026)

Connect OpenClaw to WhatsApp using the Meta Business API. Step-by-step setup: Meta Developer account, WhatsApp Business API, webhook configuration, SOUL.md, and real use cases.

TutorialOpenClawWindowsWSL2026-03-10·8 min read

How to Run OpenClaw on Windows with WSL: Step-by-Step Guide (2026)

Install and run OpenClaw on Windows using WSL2. Step-by-step setup for Ubuntu, Node.js, agents, gateway, file access, startup scripts, and troubleshooting common Windows issues.

IntegrationOpenClawSlack2026-03-10·8 min read

OpenClaw Slack Integration: Deploy Your AI Agent to Slack (2026)

Connect OpenClaw to Slack step by step. Create a Slack app, configure bot permissions, write a SOUL.md for Slack, deploy slash commands, and troubleshoot common issues.

TutorialOpenClawDockerDevOps2026-03-10·9 min read

How to Deploy OpenClaw with Docker: Complete Guide (2026)

Deploy OpenClaw agents with Docker and docker-compose. Production-ready Dockerfile, multi-agent setup, persistent volumes, health checks, environment variables, and VPS deployment.

ComparisonOpenClawFlowise2026-03-10·9 min read

OpenClaw vs Flowise: Which AI Agent Builder Should You Use? (2026)

OpenClaw vs Flowise compared for 2026. Persistent autonomous agents vs visual LLM chain builder. Architecture, self-hosting, channels, RAG pipelines, and deployment.

ComparisonOpenClawDify2026-03-10·9 min read

OpenClaw vs Dify: Open Source AI Agent Frameworks Compared (2026)

OpenClaw vs Dify compared for 2026. CLI-first persistent agents vs visual LLM app builder. Architecture, deployment, RAG, scheduling, and multi-channel support side by side.

IntegrationOpenClawGoogle Workspace2026-03-09·10 min read

OpenClaw + Google Workspace: Connect Gmail, Docs, Drive & Calendar to Your AI Employee (2026)

Google published an official CLI that connects Gmail, Docs, Drive, and Calendar to OpenClaw agents. Complete setup guide with real use cases and security best practices.

TroubleshootingOpenClawSkills2026-03-09·9 min read

OpenClaw Skills Not Working: How to Fix Tool-Native Task Failures (2026)

OpenClaw can't list skills or fails on tool-native tasks? 8 common causes with exact fixes — gateway config, PATH issues, ERR_CONNECTION_REFUSED, model support, and more.

AI AgentsDevelopers20262026-03-09·8 min read

Are AI Agents Replacing Junior Developers? What's Real in 2026

After 6 months building AI agents, here's what they actually replace, what they don't, and what skills matter most when AI employees handle the routine work.

EmailOpenClawIntegration2026-03-09·9 min read

Give Your AI Employee Its Own Email Address: OpenClaw Email Setup (2026)

AI agents that share your inbox create privacy risks and confusion. Here's how to give your OpenClaw AI employee a dedicated email address, configure email skills, and handle inbound messages automatically.

Multi-AgentOpenClawReasoning2026-03-09·10 min read

Multi-Agent Debate with OpenClaw: Get Better Answers by Making Agents Argue (2026)

Multi-agent debate uses agents that challenge each other's conclusions to improve reasoning quality. Full setup guide with SOUL.md templates, orchestration code, and when it's worth the cost.

AI AgentsProductivityGuide2026-03-08·8 min read

AI Agent Productivity Theater: What Actually Works vs. What Looks Cool (2026)

Most AI agents are productivity theater — moving work without reducing it. Here's what actually delivers ROI and how to measure it.

TutorialOpenClawSelf-Hosting2026-03-08·7 min read

How to Run OpenClaw on a Virtual Machine: Safe, Isolated AI Agent Deployment (2026)

Step-by-step guide to running OpenClaw on a VM. VirtualBox, VMware, and cloud VMs with security isolation settings and troubleshooting.

Multi-AgentOpenClawTutorial2026-03-08·9 min read

Multi-Agent Pipeline Failures: 7 Things That Break at Scale (2026)

The 7 most common ways multi-agent pipelines fail at scale — and how to fix them. Race conditions, context bleed, silent failures, and more.

AI AgentsGPT-5Tutorial2026-03-06·8 min read

GPT-5.4 for AI Agents: 1M Context, Computer Use, and How to Deploy (2026)

GPT-5.4 brings 1M token context, native computer use surpassing human performance, and 33% fewer errors. Build and deploy AI agents powered by GPT-5.4 with CrewClaw.

ComparisonAI Agents20262026-03-06·8 min read

Cursor Automations vs Open-Source AI Agents: Full Comparison (2026)

Cursor launched always-on AI agents called Automations. We compare Cursor Automations to open-source alternatives like CrewClaw and OpenClaw. Cloud-locked vs self-hosted, subscription vs one-time.

TutorialOpenClaw2026-03-05·10 min read

openclaw agents add: Complete Command Guide & Setup Reference (2026)

Complete guide to the openclaw agents add command. Syntax, flags, step-by-step setup, SOUL.md configuration, batch registration, common errors, and troubleshooting.

GuideOpenClaw2026-03-05·12 min read

OpenClaw AI Agent Framework: Complete Guide (2026)

Complete guide to the OpenClaw AI agent framework. Architecture, SOUL.md, skills, channels, model support, gateway setup, and when to use it.

Multi-AgentOpenClaw2026-03-05·11 min read

OpenClaw Multi-Agent Setup: Build Agent Teams That Work Together (2026)

Build multi-agent teams with OpenClaw. AGENTS.md configuration, agent communication, handoffs, shared memory, real examples, and common pitfalls.

TutorialOpenClaw2026-03-05·10 min read

OpenClaw + Anthropic & Ollama: Provider Setup Guide (2026)

Set up Anthropic Claude, OpenAI GPT-4, Ollama local models, and Google Gemini with OpenClaw. API keys, model config, cost comparison, and troubleshooting.

TemplatesOpenClaw2026-03-05·11 min read

SOUL.md & AGENTS.md: OpenClaw Configuration Templates (2026)

Complete SOUL.md and AGENTS.md templates for OpenClaw. 5 ready-to-use agent configs, team setup, HEARTBEAT.md, MEMORY.md, and best practices.

DeployProduction20262026-03-05·11 min read

How to Deploy AI Agents to Production: The Complete Guide (2026)

Deploy AI agents that run 24/7 in production. Compare VPS, Raspberry Pi, Mac Mini, and Docker. Monitoring, auto-restart, cost breakdown, and common pitfalls.

ComparisonAI Agents20262026-03-05·12 min read

7 Best AI Agent Frameworks in 2026: Compared by Real Users

Compare the top AI agent frameworks for 2026. OpenClaw, CrewAI, LangChain, AutoGPT, MetaGPT, Nanobot, and CrewClaw ranked by setup time, features, and deployment.

Multi-AgentProduction2026-03-03·12 min read

Multi-Agent Systems in Production: Real Examples with OpenClaw

Real production examples of multi-agent AI systems built with OpenClaw. SEO monitoring, content pipelines, revenue tracking, and customer support with SOUL.md configs and setup steps.

OpenClawRevenueUse Cases2026-03-03·14 min read

5 Ways People Are Using OpenClaw to Make Money (2026)

Real revenue-generating use cases for OpenClaw agents. SEO content pipelines, SaaS monitoring, customer support bots, freelance agent building, and social media growth.

OpenClawRelease20262026-03-03·11 min read

OpenClaw 2026.3.2 Release Guide: What Changed and How to Use It

Complete guide to the OpenClaw 2026.3.2 release. Production-grade secrets, native PDF tool, unified channel adapter, safer defaults, new plugin hooks, and MiniMax model support.

OpenClawAlternatives20262026-03-03·10 min read

6 Best OpenClaw Alternatives in 2026: From Lightweight to Deploy-Ready

OpenClaw has security issues and 400K+ lines of code. Compare 6 alternatives: NanoClaw, PicoClaw, TrustClaw, Nanobot, IronClaw, and CrewClaw. Security, portability, and deployment compared.

ModelsOllamaTutorial2026-03-02·10 min read

OpenClaw Free Models Guide: Which Model for Which Role (2026)

Compare Qwen, Llama, Mistral, DeepSeek, and Gemma for OpenClaw agent roles. Ollama setup, SOUL.md configs, and performance tips included.

TutorialOpenClaw2026-03-02·11 min read

OpenClaw 102: Advanced Setup and Optimization Tips (2026)

Go beyond the basics with advanced OpenClaw configuration. SOUL.md directives, memory optimization, custom skills, environment secrets, performance profiling, log analysis, backup strategies, and config best practices.

Local ModelsQwenTutorial2026-03-02·11 min read

OpenClaw + Qwen 3.5: Best Local Model for AI Agents (2026)

Qwen 3.5 is the best local model for OpenClaw agents. Benchmarks vs Llama, Mistral, DeepSeek. Ollama setup, SOUL.md configuration, and performance optimization for coding, analysis, and writing tasks.

AutomationOpenClawTutorial2026-03-02·11 min read

How to Make OpenClaw Truly Autonomous: Full Setup Guide (2026)

Most OpenClaw setups are not truly autonomous. Learn how to configure SOUL.md, HEARTBEAT.md, gateway daemon mode, multi-agent orchestration, and monitoring so your agents run without you.

Multi-AgentArchitecture2026-03-02·12 min read

Agent-to-Agent Communication in OpenClaw: Architecture, Patterns & Setup

Deep dive into how OpenClaw agents communicate. Learn hub-spoke, mesh, and pipeline patterns. Configure channels, SOUL.md collaboration directives, mixed models, and debug multi-agent setups.

TutorialOllamaNetworking2026-03-02·10 min read

OpenClaw + Remote Ollama Setup Guide: Run Inference on Another Machine (2026)

Connect OpenClaw to a remote Ollama instance over your network. Expose the API, configure firewall rules, fix permission errors, Docker setup, and performance tuning for remote LLM inference.

IntegrationsDiscord2026-03-02·11 min read

OpenClaw + Discord Integration: Complete Setup Guide

Step-by-step guide to integrating OpenClaw AI agents with Discord. Bot creation, intents, permissions, connection drops, Lotus errors, rate limits, multi-server setup, and health monitoring.

MarketplaceOpenClaw2026-03-02·10 min read

Where to Sell OpenClaw Skills and Agents (2026 Guide)

Complete guide to selling OpenClaw agents and skills. List on ClawHub, GitHub, or Gumroad. Package your SOUL.md, set pricing, and earn revenue from your AI agent builds.

ComparisonOpenClaw2026-02-27·9 min read

OpenClaw vs MaxClaw: Self-Hosted vs Cloud AI Agents (2026)

Compare OpenClaw (self-hosted) and MaxClaw (MiniMax cloud). Data privacy, cost model, customization, vendor lock-in, and when to use each.

SOUL.mdTutorial2026-02-27·8 min read

STYLE.md Guide: How to Style Your OpenClaw Agent's Output (2026)

Learn how STYLE.md controls your agent's tone, format, and output style. 5 ready-to-use templates included.

ComparisonOpenClaw2026-02-27·9 min read

OpenClaw vs Claude Code: When to Use Which (2026)

Claude Code is a coding assistant. OpenClaw is an autonomous agent framework. Compare purpose, deployment, multi-agent support, and channels.

TutorialGateway2026-02-27·9 min read

OpenClaw Gateway: Run as Background Service (Headless/Daemon)

6 ways to run the OpenClaw gateway in the background: nohup, tmux, pm2, launchd, systemd, and Docker. Auto-restart on crash included.

TroubleshootingOpenClaw2026-02-27·8 min read

Fix OpenClaw Browser Errors: Complete Troubleshooting Guide (2026)

Fix browser service disconnected, can't reach browser control service, navigation failed, and sandbox errors in OpenClaw.

SEOTutorial2026-02-27·10 min read

Build an OpenClaw SEO Agent That Auto-Publishes Articles (2026)

Create an SEO agent with SOUL.md and HEARTBEAT.md that researches keywords, writes articles, and auto-publishes daily via cron.

ComparisonOpenClaw2026-02-27·8 min read

Is Claude Remote Control Replacing OpenClaw? (2026)

Claude Remote Control and Cowork are not OpenClaw killers. Different use cases, different strengths. Here's when to use each.

TutorialmacOS2026-02-27·8 min read

Run OpenClaw 24/7 on Mac Without Issues (Even When Locked)

Fix OpenClaw tasks failing when your Mac sleeps or locks. caffeinate, launchd, pmset, and Energy Saver settings to keep agents running 24/7.

Cost OptimizationTutorial2026-02-25·7 min read

How to Cut OpenClaw API Costs to $0.02 Per Query (2026)

Reduce OpenClaw API costs by 88% with model routing, heartbeat optimization, and exit conditions. Real numbers: $443/month to $54/month.

TutorialOllama2026-02-25·8 min read

Run OpenClaw Locally with Ollama: Free Setup Guide (2026)

Run OpenClaw agents with zero API costs using Ollama. Hardware requirements, model recommendations, and hybrid local+cloud setup guide.

Self-HostedDocker2026-02-25·9 min read

Self-Hosted AI Agent: Complete Setup with Docker & Monitoring (2026)

Deploy AI agents on your own hardware with Docker, Prometheus monitoring, and watchdog alerts. Compare Raspberry Pi vs VPS vs Mac Mini.

No-CodeTutorial2026-02-25·7 min read

Build an AI Agent Without Code: Markdown-Only Guide (2026)

Learn how to build a fully functional AI agent without writing a single line of code. Use SOUL.md markdown files to define personality, rules, and skills. Step-by-step guide for non-developers.

SecurityGuide2026-02-25·8 min read

OpenClaw Agent Permissions & Safety: How to Set Boundaries (2026)

Learn how to set permission boundaries for OpenClaw AI agents. Prevent self-modification, sandbox directories, require approval gates, and configure safe SOUL.md defaults.

ComparisonOpenClaw2026-02-24·9 min read

OpenClaw vs MetaGPT: Which AI Agent Framework Wins? (2026)

OpenClaw vs MetaGPT compared. Setup time, multi-agent support, model providers, pricing, and real-world use cases. Find which AI agent framework fits your project.

TutorialTelegram2026-02-24·8 min read

How to Deploy an AI Agent on Telegram (Step-by-Step, 2026)

Deploy your own AI agent on Telegram in under 10 minutes. Create a bot, configure SOUL.md, connect to OpenClaw, and run it 24/7 on Mac, Pi, or VPS. No coding required.

Raspberry PiTutorial2026-02-24·10 min read

Run AI Agents on Raspberry Pi: Complete Setup Guide (2026)

Turn your Raspberry Pi into an always-on AI agent server. Install OpenClaw, configure agents with SOUL.md, connect to Telegram and Slack. Costs under $5/month to run 24/7.

GuideOpenClaw2026-02-23·8 min read

OpenClaw GitHub Repository: Fork, Clone & Build AI Agents (2026)

Complete walkthrough of the OpenClaw GitHub repo. Folder structure explained, how to clone and install, create your first SOUL.md agent, and deploy to Telegram or VPS in under 5 minutes.

DocumentationOpenClaw2026-02-23·12 min read

OpenClaw Documentation: Complete Reference Guide (2026)

The unofficial complete reference for OpenClaw. Configuration files, CLI commands, gateway settings, model providers, integrations, and deployment options.

GuideOpenClaw2026-02-23·9 min read

OpenClaw AI Assistant: Build Your Personal AI Agent (2026)

Build a personal AI assistant with OpenClaw. Connect to GA4, Mixpanel, Stripe, and chat via Telegram. Run 24/7 on your Mac, VPS, or Raspberry Pi.

DeployOpenClaw2026-02-23·8 min read

Deploy OpenClaw on Mac Mini: Your Always-On AI Agent (2026)

Deploy OpenClaw agents on Mac Mini for always-on AI. Installation, SOUL.md setup, data source connections, launchd service, and remote access.

ComparisonOpenClaw2026-02-23·8 min read

OpenClaw vs MoltBot: Which AI Agent Platform Should You Use? (2026)

Detailed comparison of OpenClaw and MoltBot. Compare setup, pricing, hosting, model support, and find which platform fits your needs.

SecurityOpenClaw2026-02-23·7 min read

OpenClaw Security: How Safe is Your AI Agent? (2026)

OpenClaw security guide covering self-hosted data control, API key management, gateway authentication, agent permissions, and network security.

DeployVPS2026-02-22·15 min read

Best VPS for OpenClaw: Install & Run on Hostinger VPS

Step-by-step guide to installing OpenClaw on a VPS. Compare Hostinger, Hetzner, and DigitalOcean for running AI agents 24/7.

ConfigurationOpenClaw2026-02-20·12 min read

OpenClaw Configuration Guide: Every Config Command & Setting Explained (2026)

Complete reference for every OpenClaw config set command. Model configuration, API keys, Telegram/Slack channels, gateway settings, environment variables, and troubleshooting.

IntegrationsOpenClaw2026-02-20·14 min read

OpenClaw Integrations: Connect Notion, Slack, GitHub & 10+ Tools

Step-by-step guide to connecting OpenClaw agents with Telegram, Slack, Notion, GitHub, Discord, email, webhooks, and more. Includes config commands and SOUL.md skill examples.

Raspberry PiDeployment2026-02-19·10 min read

How to Run OpenClaw AI Agents on Raspberry Pi (Step-by-Step Guide)

Deploy always-on OpenClaw AI agents on a Raspberry Pi 5. Step-by-step guide covering Node.js setup, SOUL.md configuration, systemd auto-start, and Telegram integration. Under $5/month to run 24/7.

Multi-AgentTeams2026-02-18·11 min read

OpenClaw Agent Teams: How to Build & Manage a Multi-Agent Crew

Complete guide to building OpenClaw agent teams. Learn how to create agent crews, configure agents.md, set up task routing, and run coordinated multi-agent workflows.

OpenClawCLI Guide2026-02-18·9 min read

How to Add Agents in OpenClaw: The Complete agents add Guide

Step-by-step guide to adding agents in OpenClaw using the agents add command. CLI examples, auth setup, model configuration, and multi-agent management.

Cost OptimizationAI Agents2026-02-16·8 min read

How We Reduced Our AI Agent Cost by 16x

We cut our AI agent cost from $0.40 to $0.024 per query. Learn the hidden costs of running AI agents — context bloat, session accumulation, cache misses — and how to fix them.

NewsOpenClaw2026-02-16·5 min read

OpenAI Just Acquired OpenClaw: Here's What Changes for You

OpenAI bought OpenClaw, the open-source AI agent framework. Peter Steinberger joins OpenAI. What happens to your agents, your SOUL.md files, and the community.

EcosystemComparison2026-02-13·10 min read

Best OpenClaw Tools in 2026: 30+ Options Ranked by Use Case

We tested 30+ OpenClaw tools and ranked them by use case. Hosting, deployment, agent builders, monitoring. Pricing, pros/cons, and which one to pick.

ComparisonOpenClaw2026-02-11·11 min read

OpenClaw vs CrewAI (2026): Which Multi-Agent Framework is Better?

OpenClaw vs CrewAI compared for 2026. Setup time, orchestration, model support, pricing, and deployment. Find which AI agent framework fits your project.

AutomationOpenClaw2026-02-11·10 min read

OpenClaw Automation: Build AI Workflows That Run 24/7

Learn how to automate OpenClaw agents with HEARTBEAT.md, cron jobs, pm2, systemd, and Docker. Build always-on AI workflows with scheduling and monitoring.

Multi-AgentOpenClaw2026-02-11·10 min read

OpenClaw Agent-to-Agent Communication: How AI Agents Collaborate

Learn how OpenClaw agents communicate and collaborate using agents.md, @mentions, and delegation patterns. Build multi-agent teams with coordinator, pipeline, and peer-to-peer workflows.

OllamaOpenClaw2026-02-11·9 min read

How to Run OpenClaw with Ollama: Free Local AI Agents

Step-by-step guide to running OpenClaw agents with Ollama for free, local AI. No API keys needed. Includes model recommendations, WSL setup, and performance tips.

CLIOpenClaw2026-02-11·10 min read

OpenClaw CLI Commands: Complete Cheat Sheet & Reference Guide

Complete reference for every OpenClaw CLI command. Copy-paste ready examples for agent management, gateway control, model configuration, and troubleshooting.

OpenClawFramework2026-02-23·12 min read

What is OpenClaw? Build AI Agents With One File (2026 Guide)

OpenClaw lets you create autonomous AI agents using a single SOUL.md file. No code, no server required. Supports Claude, GPT-4, Llama. Free, open-source, self-hosted.

OpenClawTutorial2026-02-08·8 min read

How to Create an AI Agent with OpenClaw (No Code Required)

Step-by-step guide to creating your first AI agent with OpenClaw. Use SOUL.md to define your agent's personality, rules, and skills — no coding required.

Multi-AgentOpenClaw2026-02-08·11 min read

OpenClaw Multi-Agent Setup: How to Run Multiple AI Agents Together

Learn how to set up and orchestrate multiple OpenClaw AI agents. Configure agents.md, enable agent-to-agent communication, and build a coordinated AI team.

ComparisonOpenClaw2026-02-08·9 min read

OpenClaw vs LangChain: Which AI Agent Framework Should You Choose?

Detailed comparison of OpenClaw and LangChain for building AI agents. Compare setup, features, multi-agent support, and find which framework fits your needs.

ComparisonOpenClaw2026-02-08·8 min read

OpenClaw vs AutoGPT: Key Differences Compared

OpenClaw vs AutoGPT — which autonomous AI agent framework is right for you? Compare architecture, setup, autonomy levels, and real-world use cases.

SOUL.mdTemplates2026-02-08·10 min read

SOUL.md Examples: 10 Ready-to-Use AI Agent Templates

Copy-paste SOUL.md examples for OpenClaw AI agents. Templates for content writer, SEO analyst, researcher, project manager, customer support, and more.

SetupOpenClaw2026-02-08·10 min read

OpenClaw Setup Guide 2026: Install, Configure & Run Your First Agent

Complete OpenClaw installation and setup guide for 2026. Step-by-step instructions to install, configure SOUL.md, set up model providers, and start the gateway.

IntegrationsOpenClaw2026-02-08·9 min read

Connect OpenClaw to Slack, Telegram & More: Integration Guide

How to connect your OpenClaw AI agents to Slack, Telegram, Discord, and other channels. Step-by-step integration guide with configuration commands.

AI AgentsBeginner2026-02-06·8 min read

What Are AI Agents and How Do They Work?

A complete guide to understanding AI agents — what they are, how they work, and why they matter for businesses in 2026.

OrchestrationGuide2026-02-06·10 min read

AI Agent Orchestration: How to Coordinate Multiple Agents

Learn how agent orchestration works, why single agents aren't enough, and how to build a coordinated multi-agent workflow.

Multi-AgentTutorial2026-02-06·12 min read

How to Build a Multi-Agent System for Your Business

Step-by-step guide to building a multi-agent AI system. From choosing frameworks to defining agent roles and communication patterns.

SOUL.mdTutorial2026-02-06·7 min read

SOUL.md: The Simplest Way to Create an AI Agent

How to define an AI agent's personality, rules, and capabilities using a single markdown file called SOUL.md.

AI TeamWorkflows2026-02-06·9 min read

How to Build an AI Team That Runs Your Workflows

Replace repetitive manual work with an AI team. Learn how to assign roles, set up task routing, and let agents collaborate autonomously.

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