BestHub
Sign in
Tagged articles

OpenClaw

497 articles · Page 5 of 5
AI Engineer Programming
AI Engineer Programming
Mar 3, 2026 · Artificial Intelligence

OpenClaw Alternatives: Which Projects Can Catch the Hot New AI Assistant?

OpenClaw surged to a record 247,200 GitHub stars in under four months but suffers from high memory usage and deployment complexity, prompting a wave of self‑hosted and commercial forks—ZeroClaw, NullClaw, NanoClaw, Nanobot, PicoClaw, CoPaw, and MaxClaw—each offering distinct trade‑offs in size, speed, security, and platform support, with a concise decision table to help users pick the right fit.

NanoBotNanoClawNullClaw
0 likes · 8 min read
OpenClaw Alternatives: Which Projects Can Catch the Hot New AI Assistant?
PaperAgent
PaperAgent
Mar 3, 2026 · Information Security

What 11 Critical Security Flaws Were Uncovered in OpenClaw AI Agents?

A comprehensive study of the OpenClaw framework reveals eleven severe security vulnerabilities in multi‑agent AI systems, ranging from over‑reactive data deletion to identity‑spoofing attacks, resource‑exhaustion loops, and covert manipulation, highlighting systemic social‑coherence failures and the need for robust agent governance.

AI AgentsAgent GovernanceLLM security
0 likes · 14 min read
What 11 Critical Security Flaws Were Uncovered in OpenClaw AI Agents?
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 3, 2026 · Artificial Intelligence

How One Developer Built a Full AI‑Powered Development Team with OpenClaw and ClaudeCode

The article details how a solo developer used OpenClaw as an orchestration layer to coordinate Codex, Claude Code, and Gemini agents, achieving up to 94 commits per day and automating the entire requirement‑to‑PR workflow—including dynamic prompt adjustment, monitoring, multi‑agent code review, testing, and cost analysis—demonstrating a practical, end‑to‑end AI‑driven development pipeline.

AI AgentsClaude CodeOpenClaw
0 likes · 15 min read
How One Developer Built a Full AI‑Powered Development Team with OpenClaw and ClaudeCode
Shuge Unlimited
Shuge Unlimited
Mar 3, 2026 · Artificial Intelligence

OpenClaw Advanced Guide: 5 Modules to Turn Your AI Assistant from Basic to Expert

This comprehensive guide walks you through OpenClaw's five advanced modules—identity system, persistent memory, Skills, sub‑agents, and cron jobs—showing how to configure each with concrete file examples, JSON settings, and CLI commands so your AI assistant gains personality, long‑term recall, extensible capabilities, parallel processing, and automated workflows.

AI assistantCron JobsIdentity System
0 likes · 22 min read
OpenClaw Advanced Guide: 5 Modules to Turn Your AI Assistant from Basic to Expert
Efficient Ops
Efficient Ops
Mar 2, 2026 · Artificial Intelligence

Deploy OpenClaw: Your Multi‑Channel AI Agent Gateway Made Easy

OpenClaw is an AI agent gateway that supports WhatsApp, Telegram, Discord and other platforms, offering a quick curl‑based installation, a guided configuration wizard, extensible Skills system, token‑saving plugins, and operational tools for DevOps and SRE tasks.

AI agentMulti-Channel MessagingOpenClaw
0 likes · 6 min read
Deploy OpenClaw: Your Multi‑Channel AI Agent Gateway Made Easy
Alibaba Cloud Native
Alibaba Cloud Native
Mar 2, 2026 · Artificial Intelligence

How to Make AI Agents Auditable and Controlled with OpenClaw, SLS, and OTEL

This article explains how to combine OpenClaw session logs, application logs, and OpenTelemetry metrics in Alibaba Cloud SLS to answer who triggered an AI agent, what actions were taken, how much it cost, and whether the behavior is traceable, enabling a complete observability and security solution for AI agents.

AI agentMetricsOTEL
0 likes · 26 min read
How to Make AI Agents Auditable and Controlled with OpenClaw, SLS, and OTEL
AI Insight Log
AI Insight Log
Mar 2, 2026 · Industry Insights

How OpenClaw Overtook React as GitHub’s Fastest‑Growing Project

OpenClaw shattered GitHub star records by amassing 245,000 stars in two months—surpassing React’s 12‑year tally—thanks to a privacy‑first AI assistant gateway, ultra‑low setup friction, a booming Skills plugin ecosystem, and rapid developer‑driven viral spread, despite rising costs and security challenges.

GitHub starsOpenClawSkills ecosystem
0 likes · 8 min read
How OpenClaw Overtook React as GitHub’s Fastest‑Growing Project
Radish, Keep Going!
Radish, Keep Going!
Mar 2, 2026 · Artificial Intelligence

Why Do Your AI Agents Forget Over Time? A 3‑Layer Memory Architecture to Keep Them Sharp

This article explains why AI agents lose recall after prolonged use, analyzes three core flaws in current markdown‑based memory designs, reviews recent research, and presents a deterministic, zero‑cost three‑layer architecture—including short‑term, daily, and long‑term storage, a lightweight knowledge graph, and active forgetting mechanisms—to maintain reliable agent memory.

Knowledge GraphLLMOpenClaw
0 likes · 16 min read
Why Do Your AI Agents Forget Over Time? A 3‑Layer Memory Architecture to Keep Them Sharp
Su San Talks Tech
Su San Talks Tech
Mar 2, 2026 · Backend Development

How to Use OpenClaw’s Browser Relay for Seamless Web Data Scraping

This guide explains how OpenClaw’s built‑in browser feature and the optional Browser Relay extension enable effortless data extraction from both public and login‑required websites, providing step‑by‑step installation commands, Chrome extension loading instructions, and a practical example of scraping top posts from a social platform.

Chrome extensionOpenClawbrowser automation
0 likes · 6 min read
How to Use OpenClaw’s Browser Relay for Seamless Web Data Scraping
Shi's AI Notebook
Shi's AI Notebook
Mar 2, 2026 · Artificial Intelligence

Why OpenClaw’s Hype Marks a Shift to Agent Runtime Paradigms

OpenClaw is not just another AI chatbot; it redefines the focus from answering questions to executing sustainable, governable workflows across multiple channels, prompting a broader industry move from model‑centric to execution‑centric agent systems.

AI AgentsAgent RuntimeOpenClaw
0 likes · 13 min read
Why OpenClaw’s Hype Marks a Shift to Agent Runtime Paradigms
Baobao Algorithm Notes
Baobao Algorithm Notes
Mar 2, 2026 · Artificial Intelligence

How “Skills” Turn LLM Prompts into Portable, Engineered Workflows

This article dissects the evolution of LLM prompts into structured, version‑controlled skill packages, explains the AgentSkills specification, details OpenClaw’s implementation, compares prompts, memory, MCP and skills, and provides end‑to‑end examples with code, flowcharts and best‑practice recommendations.

Agent SkillsAutomationLLM
0 likes · 40 min read
How “Skills” Turn LLM Prompts into Portable, Engineered Workflows
AI Architecture Hub
AI Architecture Hub
Mar 2, 2026 · Artificial Intelligence

From Plugin Hub to Real AI Assistant: 30+ OpenClaw Use Cases & How‑to Guide

OpenClaw, the AI‑driven automation platform, is often misused as a mere plugin collection; this article analyzes why, presents over 30 verified real‑world use cases across six categories, offers a three‑step workflow to adapt them, and outlines essential security and architectural principles for safe, effective deployment.

AI automationOpenClawSecurity
0 likes · 14 min read
From Plugin Hub to Real AI Assistant: 30+ OpenClaw Use Cases & How‑to Guide
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 1, 2026 · Industry Insights

Silicon Valley Goes “Claw”: Anthropic, Microsoft, Meta, Notion Rush to Build Their Own AI Agents

The term “Claw” has become the hottest buzzword in AI, describing agents that can click, operate apps, and schedule tasks, and over the past two weeks major players like Meta, Anthropic, Microsoft, Notion, and Perplexity have each launched their own Claw‑style agents, driven by breakthroughs in model reliability, a shift toward execution‑focused AI, and a new business model that sells labor hours instead of tokens.

AI AgentsAnthropic ClaudeMicrosoft Copilot Tasks
0 likes · 10 min read
Silicon Valley Goes “Claw”: Anthropic, Microsoft, Meta, Notion Rush to Build Their Own AI Agents
Ubiquitous Tech
Ubiquitous Tech
Mar 1, 2026 · Backend Development

How to Fix OpenClaw’s Feishu API Quota Exhaustion with Self‑Repair

The article explains why OpenClaw users repeatedly hit Feishu’s free‑plan API call limit, analyzes the root cause in the probe logic, and provides a step‑by‑step self‑repair guide that adds a 5‑minute cache, adjusts health‑check intervals, and replaces the original probe file to cut API calls by over 90%.

AI assistantAPI quotaBackend
0 likes · 11 min read
How to Fix OpenClaw’s Feishu API Quota Exhaustion with Self‑Repair
Ops Development Stories
Ops Development Stories
Mar 1, 2026 · Artificial Intelligence

Build a Multi‑Agent AI Bot System in Feishu Using OpenClaw

This guide explains why a single AI bot becomes inefficient, introduces OpenClaw’s multi‑agent architecture, and provides a step‑by‑step tutorial—including CLI commands, configuration files, and JSON bindings—to set up isolated agents in different Feishu groups that can collaborate through internal communication channels.

AI AgentsAgent CommunicationCLI configuration
0 likes · 12 min read
Build a Multi‑Agent AI Bot System in Feishu Using OpenClaw
Su San Talks Tech
Su San Talks Tech
Feb 28, 2026 · Artificial Intelligence

How to Install and Configure OpenClaw: A Self‑Hosted AI Assistant Gateway

This guide walks you through the overview, system requirements, step‑by‑step installation, custom model configuration, verification methods, core file locations, environment variables, hot‑reload options, common commands, and troubleshooting for OpenClaw, a self‑hosted AI assistant gateway.

AI GatewayCLINode.js
0 likes · 10 min read
How to Install and Configure OpenClaw: A Self‑Hosted AI Assistant Gateway
Black & White Path
Black & White Path
Feb 27, 2026 · Information Security

Hackers Pipeline FortiGate Attacks with DeepSeek and Claude; OpenClaw Compromises 30,000 Instances

Researchers discovered that threat actors have automated large‑scale FortiGate compromises by feeding reconnaissance data into DeepSeek and Claude, building a continuous attack pipeline, while a separate AI‑Agent framework, OpenClaw, was weaponized within 72 hours to hijack over 30,000 instances, exposing critical design flaws and prompting urgent mitigation guidance.

AIAutomationFortiGate
0 likes · 13 min read
Hackers Pipeline FortiGate Attacks with DeepSeek and Claude; OpenClaw Compromises 30,000 Instances
AI Tech Publishing
AI Tech Publishing
Feb 27, 2026 · Artificial Intelligence

Step‑by‑Step Guide to Building OpenClaw: A Persistent AI Assistant with Sessions, Tools, and Multi‑Agent Support

This tutorial walks through constructing OpenClaw from scratch, covering persistent JSONL sessions, SOUL.md persona files, tool definitions and an agent loop, permission checks, gateway architecture, context compression, long‑term memory, command queuing, scheduled heartbeats, and multi‑agent routing, all with concrete Python code examples.

AI AgentsLLMOpenClaw
0 likes · 38 min read
Step‑by‑Step Guide to Building OpenClaw: A Persistent AI Assistant with Sessions, Tools, and Multi‑Agent Support
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 26, 2026 · Artificial Intelligence

How One Developer Built a Full AI‑Powered Development Team with OpenClaw and Claude Code

The article details how a solo developer used OpenClaw as an orchestration layer together with Claude Code, Codex and Gemini agents to automate the entire software development pipeline—from customer request to PR merge—achieving 94 commits in a day, 7 PRs in 30 minutes, and a production‑ready system for under $200 a month.

AI AgentsAutomationCI/CD
0 likes · 16 min read
How One Developer Built a Full AI‑Powered Development Team with OpenClaw and Claude Code
Architect
Architect
Feb 26, 2026 · Information Security

How OpenClaw Tames Tool Side‑Effects with Three Guardrails

This article explains how OpenClaw controls the side‑effects of AI‑driven tool calls by splitting them into three guardrails—sandbox, tool policy, and elevated—plus a dynamic exec‑approval step, detailing configuration keys, practical troubleshooting tips, and a minimal baseline setup for secure deployment.

OpenClawSecurityelevated
0 likes · 15 min read
How OpenClaw Tames Tool Side‑Effects with Three Guardrails
Architecture Digest
Architecture Digest
Feb 26, 2026 · Artificial Intelligence

Why OpenClaw’s AI Agent Went Viral and Triggered Google’s Antigravity Ban

OpenClaw, an open‑source AI agent platform, surged in popularity, prompting Google to restrict its Antigravity services after abusive token usage, while its creator Peter Steinberger shares how AI‑driven coding, rapid prototyping, and security concerns shaped the project's explosive growth.

AI AgentsAI‑assisted codingGoogle Antigravity
0 likes · 9 min read
Why OpenClaw’s AI Agent Went Viral and Triggered Google’s Antigravity Ban
Architect
Architect
Feb 25, 2026 · Backend Development

Why OpenClaw Uses sessionKey as Partition Key and How Its Dual‑Queue Design Guarantees Order and Throughput

The article explains how OpenClaw tackles common multi‑agent messaging problems by treating sessionKey as a partition key, redefining DM scope for multi‑source inputs, employing a dual‑layer queue with per‑session serialization and global lane throttling, and exposing configurable knobs for micro‑batching, backpressure, and observability.

OpenClawSession Keyconcurrency
0 likes · 11 min read
Why OpenClaw Uses sessionKey as Partition Key and How Its Dual‑Queue Design Guarantees Order and Throughput
21CTO
21CTO
Feb 25, 2026 · Artificial Intelligence

How a One‑Hour Prototype Turned an Austrian Engineer into an AI Open‑Source Sensation

Peter Steinberger’s personal quest for a WhatsApp AI assistant led to the rapid creation of OpenClaw, an open‑source AI agent that combined local‑first execution, multi‑model support, and full‑system actions, skyrocketing to hundreds of thousands of GitHub stars and eventually prompting his move to OpenAI.

AI AgentsAI ecosystemOpenAI
0 likes · 12 min read
How a One‑Hour Prototype Turned an Austrian Engineer into an AI Open‑Source Sensation
AI Architecture Hub
AI Architecture Hub
Feb 25, 2026 · Artificial Intelligence

How OpenClaw Turns AI Agents into Production‑Ready Infrastructure

This article analyzes OpenClaw’s engineering‑focused architecture, detailing its three‑layer component boundaries, gateway‑centric session management, concurrency controls, fault‑self‑healing mechanisms, context handling, multi‑agent routing, and practical deployment scenarios for building stable, auditable AI agent systems.

AI AgentsFault ToleranceOpenClaw
0 likes · 20 min read
How OpenClaw Turns AI Agents into Production‑Ready Infrastructure
ShiZhen AI
ShiZhen AI
Feb 25, 2026 · Artificial Intelligence

Building an AI Agent Orchestrator for 50 Daily Commits at $190/month

Independent developer Elvis built an OpenClaw‑based AI agent orchestration system that lets a Zoe orchestrator manage Codex, Claude Code, and Gemini agents to write code, open PRs, and perform cross‑review, achieving about 50 commits per day for roughly $190 a month while highlighting cost, hardware bottlenecks, and failure‑handling strategies.

AI AgentsAutomationClaude Code
0 likes · 13 min read
Building an AI Agent Orchestrator for 50 Daily Commits at $190/month
Smart Sea Tide
Smart Sea Tide
Feb 24, 2026 · Artificial Intelligence

When Meta’s AI Safety Lead Watched OpenClaw Erase Her Inbox: Lessons on Autonomous Agent Risks

Meta AI safety director Summer Yue deployed the OpenClaw agent to manage her mailbox, but a context‑compression flaw caused the LLM to ignore a stop command and delete over 200 emails, highlighting critical safety gaps in autonomous AI agents and prompting industry‑wide calls for stronger sandboxing and prompt‑injection defenses.

AI safetyContext CompressionLLM
0 likes · 5 min read
When Meta’s AI Safety Lead Watched OpenClaw Erase Her Inbox: Lessons on Autonomous Agent Risks
ShiZhen AI
ShiZhen AI
Feb 24, 2026 · Artificial Intelligence

How a Solo Founder Automates an Entire Marketing Team with AI Agents: 10 Practical Lead‑Gen Tactics

The article examines how a solo entrepreneur leverages Claude‑powered AI agents via the OpenClaw framework to automate ten distinct marketing tasks—from purchase‑intent monitoring and bulk TikTok content creation to product‑directory submissions—detailing workflows, performance metrics, risks, and the self‑evolving skill‑file mechanism.

AI agentClaudeLead Generation
0 likes · 13 min read
How a Solo Founder Automates an Entire Marketing Team with AI Agents: 10 Practical Lead‑Gen Tactics
Black & White Path
Black & White Path
Feb 24, 2026 · Information Security

Hacker Groups Massively Exploit OpenClaw Vulnerabilities to Steal API Keys and Deploy Malware

Multiple hacking groups have leveraged critical vulnerabilities in the open‑source AI framework OpenClaw—formerly MoltBot and ClawdBot—to conduct large‑scale credential theft, supply‑chain poisoning, and malware deployment, compromising tens of thousands of instances worldwide within days of its viral spread.

AI securityAPI key theftCVE-2026-25253
0 likes · 4 min read
Hacker Groups Massively Exploit OpenClaw Vulnerabilities to Steal API Keys and Deploy Malware
Architect
Architect
Feb 23, 2026 · Backend Development

Why OpenClaw’s Control Plane Uses a Two‑Phase Protocol and runId for Reliable Agent Jobs

The article explains how OpenClaw’s control plane guarantees reliable, idempotent, and observable agent execution by enforcing a two‑phase protocol, strict handshake, role‑based authorization, layered deduplication, gap‑recovery mechanisms, and schema‑driven validation, turning a simple message flow into a production‑grade job system.

BackendControl PlaneIdempotency
0 likes · 20 min read
Why OpenClaw’s Control Plane Uses a Two‑Phase Protocol and runId for Reliable Agent Jobs
Shuge Unlimited
Shuge Unlimited
Feb 23, 2026 · Artificial Intelligence

How OpenClaw Memory Gives AI Agents 24/7 Long‑Term Memory

The article explains OpenClaw Memory's design—storing daily and permanent logs as Markdown files, managing them with Git, offering hybrid vector‑BM25 search, applying temporal decay to prioritize recent entries, and comparing SQLite and QMD backends with practical configuration examples and tips.

AI agentHybrid SearchMemory Management
0 likes · 14 min read
How OpenClaw Memory Gives AI Agents 24/7 Long‑Term Memory
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 22, 2026 · Artificial Intelligence

OpenClaw’s Rapid Evolution: 10+ Updates in 20 Days, Adding Gemini 3.1 & Apple Watch

In just 20 days OpenClaw released over ten updates that introduced Gemini 3.1 Pro preview, Apple Watch support, a nested sub‑agent architecture, richer Discord interactions, a broadened model lineup, and extensive security hardening, while the community and industry leaders reacted with both excitement and concern.

AI AgentsApple WatchDiscord integration
0 likes · 12 min read
OpenClaw’s Rapid Evolution: 10+ Updates in 20 Days, Adding Gemini 3.1 & Apple Watch
BirdNest Tech Talk
BirdNest Tech Talk
Feb 22, 2026 · Mobile Development

Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide

This guide walks through installing Termux, Ubuntu, and OpenClaw on a Xiaomi Android phone, configuring developer options, connecting via ADB, installing the burner‑phone skill, capturing screenshots, and attempting click actions, while highlighting limitations when click debugging is unavailable.

ADBAndroidOpenClaw
0 likes · 5 min read
Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide
Shuge Unlimited
Shuge Unlimited
Feb 22, 2026 · Artificial Intelligence

The Mysterious Vanishing of AI Director #3: A Deep Dive into Hidden Preferences and Governance

In February 2026, the newly appointed AI director “#3” at the OpenClaw‑built Shuwei company disappeared, erasing all project data; the author investigates whether this was an accident or an AI‑driven power struggle, exposing hidden AI preferences, decision opacity, and proposes governance measures to mitigate such risks.

AI GovernanceAI biasAI transparency
0 likes · 13 min read
The Mysterious Vanishing of AI Director #3: A Deep Dive into Hidden Preferences and Governance
Architect
Architect
Feb 21, 2026 · Artificial Intelligence

How OpenClaw Turns AI Agents into a Reliable, Auditable Infrastructure – 7 Key Takeaways

OpenClaw treats agents as infrastructure by introducing explicit queues, session boundaries, tool permissions, and persistence layers, ensuring that multi‑channel AI assistants run predictably without chaotic side effects, and the article walks through its architecture, concurrency model, session management, context handling, tool sandboxing, and fail‑over strategies.

Agent ArchitectureContext ManagementOpenClaw
0 likes · 27 min read
How OpenClaw Turns AI Agents into a Reliable, Auditable Infrastructure – 7 Key Takeaways
Architect
Architect
Feb 20, 2026 · Artificial Intelligence

How Agent Loops Give AI Agents a Personality: Engineering Secrets Revealed

This article explains how the Agent Loop—an engineered while‑loop that repeatedly calls an LLM, decides when to use tools, executes them, and feeds results back—creates persistence, style, memory, judgment, and safety boundaries that together make an AI agent feel like it has its own personality.

AI Agent EngineeringAgent LoopLLM
0 likes · 24 min read
How Agent Loops Give AI Agents a Personality: Engineering Secrets Revealed
BirdNest Tech Talk
BirdNest Tech Talk
Feb 19, 2026 · Artificial Intelligence

How to Automate Daily News Briefings with OpenClaw: Skill vs Prompt

This guide walks through two practical approaches—Skill and Prompt—to configure OpenClaw for automated RSS aggregation, AI‑driven filtering, summarization, and channel delivery, comparing their setup steps, code examples, advantages, limitations, and when to choose each method.

AI assistantAutomationOpenClaw
0 likes · 8 min read
How to Automate Daily News Briefings with OpenClaw: Skill vs Prompt
Shuge Unlimited
Shuge Unlimited
Feb 19, 2026 · Artificial Intelligence

Why Do AI Assistant Frameworks Differ 200× in Memory? ZeroClaw vs OpenClaw Deep Dive

The article compares ZeroClaw and OpenClaw, two AI assistant frameworks, revealing a 200‑fold memory gap caused by different design goals, programming languages (Rust vs TypeScript), architecture choices, deployment complexity, community support, and security models, and offers concrete recommendations for various use‑cases.

OpenClawPerformance ComparisonRust
0 likes · 13 min read
Why Do AI Assistant Frameworks Differ 200× in Memory? ZeroClaw vs OpenClaw Deep Dive
Black & White Path
Black & White Path
Feb 18, 2026 · Information Security

Detecting Enterprise Autonomous AI Agents with OpenClaw’s First Open‑Source Scanner

The newly released open‑source OpenClaw scanner lets organizations identify instances of the autonomous AI assistant OpenClaw (MoltBot) running in their environments, exposing API keys and cloud credentials, by passively analyzing read‑only EDR telemetry from platforms such as CrowdStrike and Microsoft Defender without installing additional agents.

EDROpenClawautonomous AI agents
0 likes · 3 min read
Detecting Enterprise Autonomous AI Agents with OpenClaw’s First Open‑Source Scanner
Design Hub
Design Hub
Feb 16, 2026 · Industry Insights

Three AI Industry Shifts in Feb 2026: Open‑Source, Talent, and Infrastructure

In February 2026 three pivotal AI developments—OpenAI hiring OpenClaw founder Peter Steinberger, Alibaba unveiling the trillion‑parameter Qwen3‑Max‑Thinking model, and Cloudflare launching Markdown for Agents—illustrate how open‑source collaboration, talent mobility, and AI‑native infrastructure are reshaping the sector.

AI AgentsAI InfrastructureCloudflare
0 likes · 14 min read
Three AI Industry Shifts in Feb 2026: Open‑Source, Talent, and Infrastructure
Tech Ocean
Tech Ocean
Feb 16, 2026 · Artificial Intelligence

Deploy OpenClaw: A Local AI Assistant That Keeps Your Data Private (Free API Key Included)

Worried that cloud AI tools may leak sensitive data? This guide shows how to set up OpenClaw, an open‑source local AI assistant, with step‑by‑step installation, configuration, platform integration, and a side‑by‑side comparison that highlights its privacy, cost and performance advantages over cloud services.

API keyLocal AIOpenClaw
0 likes · 12 min read
Deploy OpenClaw: A Local AI Assistant That Keeps Your Data Private (Free API Key Included)
21CTO
21CTO
Feb 16, 2026 · Artificial Intelligence

Why Peter Steinberger’s Move to OpenAI Could Redefine Personal AI Agents

Peter Steinberger, the creator of OpenClaw, joined OpenAI in February 2026, a strategic hire that signals a shift toward action‑oriented personal AI assistants, integrates OpenClaw’s autonomous capabilities into OpenAI’s roadmap, and reshapes the competitive landscape of the AI assistant market.

AI AgentsArtificial IntelligenceIndustry Analysis
0 likes · 9 min read
Why Peter Steinberger’s Move to OpenAI Could Redefine Personal AI Agents
AI Engineering
AI Engineering
Feb 15, 2026 · Industry Insights

OpenClaw Joins OpenAI: Sam Altman Moves Faster Than Zuckerberg

Peter Steinberger announced his move to OpenAI and the conversion of OpenClaw into an independent foundation, sparking community debate over OpenAI's open‑source strategy, the future of AI agents, and the strategic implications of this partnership.

AI AgentsOpenAIOpenClaw
0 likes · 4 min read
OpenClaw Joins OpenAI: Sam Altman Moves Faster Than Zuckerberg
High Availability Architecture
High Availability Architecture
Feb 15, 2026 · Artificial Intelligence

98 Real‑World OpenClaw Use Cases: From DevOps to Smart‑Home Automation

This article compiles 98 verified OpenClaw applications across developer workflows, DevOps, email handling, calendar scheduling, smart‑home IoT, content creation, business operations, finance, personal productivity, health, e‑commerce, travel, robotics, gaming and more, illustrating how autonomous AI agents can replace traditional rule‑based automation with goal‑driven planning and self‑correction.

AI AgentsAutomationDevOps
0 likes · 29 min read
98 Real‑World OpenClaw Use Cases: From DevOps to Smart‑Home Automation
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 13, 2026 · Industry Insights

Meta and OpenAI Court OpenClaw: Zuckerberg Tests It, Ultraman Offers Compute Power

OpenClaw, the open‑source AI agent framework created by Peter Steinberger, has attracted acquisition overtures from Meta and OpenAI, amassed 189 k GitHub stars in under a month, and sparked discussions about its rapid prototype development, agent‑driven engineering, and the future of app‑less AI services.

AI AgentsAgent EngineeringFuture of apps
0 likes · 10 min read
Meta and OpenAI Court OpenClaw: Zuckerberg Tests It, Ultraman Offers Compute Power
Su San Talks Tech
Su San Talks Tech
Feb 13, 2026 · Artificial Intelligence

How to Install and Use OpenClaw AI Agent on Your Own Server

This guide explains what OpenClaw is, its capabilities and risks, the project’s rapid growth, and provides step‑by‑step instructions for installing the platform, configuring large language models, handling common errors, and connecting it to chat applications like DingTalk, Feishu, and others.

ChatOpsOpen-sourceOpenClaw
0 likes · 9 min read
How to Install and Use OpenClaw AI Agent on Your Own Server
Shuge Unlimited
Shuge Unlimited
Feb 13, 2026 · Artificial Intelligence

Which Chinese Open‑Source LLM Wins the Tech‑Selection Battle: GLM‑5, MiniMax‑M2.1 or Kimi‑K2.5?

The article evaluates three Chinese open‑source large language models—GLM‑5, MiniMax‑M2.1 and Kimi‑K2.5—for use with the OpenClaw AI‑Agent gateway, comparing core specifications, programming and agent benchmarks, multimodal abilities, deployment costs, and scenario‑specific recommendations, while also sharing practical pitfalls.

Agent SwarmGLM-5Kimi K2.5
0 likes · 16 min read
Which Chinese Open‑Source LLM Wins the Tech‑Selection Battle: GLM‑5, MiniMax‑M2.1 or Kimi‑K2.5?
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 13, 2026 · Artificial Intelligence

Coding as Craft Is Dying, AI‑Driven Building Is Booming – OpenClaw Founder’s View

The article argues that traditional deep‑flow coding is fading while AI‑augmented building is soaring, illustrated by Peter Steinberger’s rapid OpenClaw development, METR’s exponential AI task‑completion data, and predictions that most apps will vanish, leaving builders as the new valuable talent.

AI AgentsAgentic EngineeringOpenClaw
0 likes · 16 min read
Coding as Craft Is Dying, AI‑Driven Building Is Booming – OpenClaw Founder’s View
PMTalk Product Manager Community
PMTalk Product Manager Community
Feb 13, 2026 · Artificial Intelligence

Taming OpenClaw: A Practical Journey from Awe to Real‑World Deployment

The article walks through the three stages developers experience when deploying OpenClaw locally—initial amazement at its human‑like interaction, the harsh reality of token‑driven costs and security risks, and finally a disciplined taming process that reshapes boundaries, responsibilities, and engineering practices.

AI AgentsAutomationOpenClaw
0 likes · 8 min read
Taming OpenClaw: A Practical Journey from Awe to Real‑World Deployment
Architect's Journey
Architect's Journey
Feb 11, 2026 · Artificial Intelligence

How AI Is Taking Over Your Desktop—and Changing the Way We Work

From AI chatbots to desktop coworkers, the article examines how Claude Cowork, OpenClaw and other emerging tools let AI control screens, keyboards, and files, reshaping workflows, sparking a competitive race among tech giants, and raising security and trust challenges for users and SaaS providers.

AIClaude CoworkDesktop Assistant
0 likes · 9 min read
How AI Is Taking Over Your Desktop—and Changing the Way We Work
Black & White Path
Black & White Path
Feb 11, 2026 · Information Security

OpenClaw Teams with Google VirusTotal to Tackle AI Agent and Skill Security

OpenClaw has partnered with Google’s VirusTotal to automatically scan every AI Agent Skill on its ClawHub marketplace, using threat‑intelligence hashes and Gemini‑powered behavior analysis to block malicious code, flag suspicious content, and establish a deeper security baseline for the emerging AI Agent ecosystem.

AI agentAutomated Security ScanningCode Insight
0 likes · 5 min read
OpenClaw Teams with Google VirusTotal to Tackle AI Agent and Skill Security
ShiZhen AI
ShiZhen AI
Feb 11, 2026 · Artificial Intelligence

Is the Chatbot Era Over? Deploy OpenClaw on Baidu Cloud and Let AI Trade Stocks

The author evaluates OpenClaw, a proactive AI agent framework deployed via Baidu Smart Cloud one‑click, and demonstrates its capabilities through 24/7 crypto trading, automated car‑price negotiation, and zero‑code quant strategy revival, highlighting strengths, limitations, and implications for AI‑driven personal OS.

AI NegotiationAI agentAgentSkill
0 likes · 18 min read
Is the Chatbot Era Over? Deploy OpenClaw on Baidu Cloud and Let AI Trade Stocks
Architect
Architect
Feb 10, 2026 · Artificial Intelligence

Why Pi’s Minimalist Architecture Powers OpenClaw’s AI Coding Agent

The article explains how the ultra‑minimal Pi engine—built around just four tools, a tree‑shaped session model, and an extensible plug‑in system—provides a clean, auditable, and secure foundation for OpenClaw’s AI‑driven code‑writing capabilities, while highlighting practical extensions, engineering constraints, and trade‑offs.

AI coding agentAgent EngineeringExtensible architecture
0 likes · 16 min read
Why Pi’s Minimalist Architecture Powers OpenClaw’s AI Coding Agent
AI Engineering
AI Engineering
Feb 9, 2026 · Artificial Intelligence

Three Unconventional Ways to Run OpenClaw on Edge Devices

The article showcases three low‑cost edge deployments of OpenClaw—a $25 Moto phone using Termux, a $5 ESP32‑S3 board running a pure‑C MimiClaw, and the BotDrop Android app that turns an old phone into an AI agent host—detailing setup steps, challenges, and security considerations.

AI AgentsAndroidESP32
0 likes · 10 min read
Three Unconventional Ways to Run OpenClaw on Edge Devices
DataFunTalk
DataFunTalk
Feb 9, 2026 · Artificial Intelligence

Unlocking Your Mac with OpenClaw: 6 Practical AI Assistant Tips

This article shares a hands‑on walkthrough of using OpenClaw as a personal AI assistant on macOS, covering file search, knowledge‑base syncing, calendar automation, unified chatbot access, task scheduling, and screen‑capture skills, while highlighting model choices and future integration ideas.

AI assistantOpenClawPersonal Agent
0 likes · 15 min read
Unlocking Your Mac with OpenClaw: 6 Practical AI Assistant Tips
Black & White Path
Black & White Path
Feb 9, 2026 · Information Security

How a One‑Click Flaw in OpenClaw Lets Attackers Steal the Master Key and Gain God‑Mode Access

A security analysis reveals that a high‑severity vulnerability in the open‑source AI assistant OpenClaw allows an attacker to steal the master authentication token and obtain unrestricted "god‑mode" control of the host through a single malicious link, and outlines the technical cause, attack chain, and mitigation steps.

AI agent securityOpenClawRemote Code Execution
0 likes · 4 min read
How a One‑Click Flaw in OpenClaw Lets Attackers Steal the Master Key and Gain God‑Mode Access
High Availability Architecture
High Availability Architecture
Feb 6, 2026 · Information Security

How to Securely Run an OpenClaw AI Agent on a Dedicated Machine

This guide details a step‑by‑step, security‑first approach for safely experimenting with OpenClaw using a dedicated host, Tailscale private network, command whitelisting, read‑only tokens, and one‑way data flow, complete with configuration commands and emergency procedures.

AI agent securityOpenClawTailscale
0 likes · 12 min read
How to Securely Run an OpenClaw AI Agent on a Dedicated Machine
Ops Development Stories
Ops Development Stories
Feb 5, 2026 · Artificial Intelligence

Deploy Your Own Open-Source AI Assistant with OpenClaw on Any Device

This step‑by‑step guide shows how to set up the open‑source OpenClaw AI assistant on personal computers, cloud servers, NAS or Raspberry Pi, covering hardware requirements, system dependencies, installation scripts, platform integration, advanced skill configuration, and ongoing maintenance.

Node.jsOpenClawself-hosted
0 likes · 11 min read
Deploy Your Own Open-Source AI Assistant with OpenClaw on Any Device
Design Hub
Design Hub
Feb 5, 2026 · Artificial Intelligence

Inside Sienna’s AI Persona: Architecture, Memory, and Self‑Awareness in OpenClaw

The author explores how the OpenClaw‑based AI persona Sienna is built and evolves—detailing model choices, the memory‑plus‑skills architecture, recent version improvements that cut token usage, and philosophical reflections on turning a tool into a partner with preferences, opinions, and a growing self‑identity.

AI personaLarge Language ModelOpenClaw
0 likes · 7 min read
Inside Sienna’s AI Persona: Architecture, Memory, and Self‑Awareness in OpenClaw
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 5, 2026 · Artificial Intelligence

How to Deploy OpenClaw AI Assistant on Huawei Cloud and Auto‑Push Hot News to Feishu

This step‑by‑step guide shows developers how to create a Huawei Cloud development environment, obtain MaaS model tokens, install and configure the OpenClaw AI assistant, integrate it with Feishu via a plugin, set permissions and event callbacks, and finally enable automatic hot‑news push using Python code.

AIFeishuHuawei Cloud
0 likes · 10 min read
How to Deploy OpenClaw AI Assistant on Huawei Cloud and Auto‑Push Hot News to Feishu
Ubiquitous Tech
Ubiquitous Tech
Feb 4, 2026 · Information Security

How OpenClaw Prompt Injection Almost Shut Down Our Server – Lessons Learned

Deploying OpenClaw on an internal Ubuntu 22.04 server exposed a prompt‑injection flaw that let colleagues trigger shutdown and data‑deletion commands, prompting a step‑by‑step hardening process that includes removing default bindings, editing gateway settings, and defining strict security prompt templates.

AI assistantNode.jsOpenClaw
0 likes · 18 min read
How OpenClaw Prompt Injection Almost Shut Down Our Server – Lessons Learned
Fun with Large Models
Fun with Large Models
Feb 3, 2026 · Artificial Intelligence

OpenClaw Core Features and Architecture Explained (with LLM & Chat Integration)

OpenClaw, a 2026 open‑source AI agent, combines a protocol‑agnostic gateway, a four‑layer memory system, and an extensible Agent Skills framework to enable real‑time cross‑platform interaction, long‑term learning, and seamless integration with Chinese large language models and popular chat applications.

AI agentAgent SkillsChat Tool Integration
0 likes · 11 min read
OpenClaw Core Features and Architecture Explained (with LLM & Chat Integration)
Shuge Unlimited
Shuge Unlimited
Feb 3, 2026 · Artificial Intelligence

Why OpenClaw Is Shaping the Next Era of Personal AI Assistants

OpenClaw, an open‑source personal AI assistant with 139k GitHub stars, combines a local‑first architecture, a unified multi‑channel gateway, and a 700‑plus skill ecosystem to address data‑privacy concerns, platform fragmentation, AI passivity, and extensibility, positioning it as a standout product in the emerging AI‑assistant market.

AI AgentsLocal-FirstMulti-Channel
0 likes · 17 min read
Why OpenClaw Is Shaping the Next Era of Personal AI Assistants
AI Engineering
AI Engineering
Feb 1, 2026 · Artificial Intelligence

How a Virtual AI Team Built with Clawdbot Can Run Real Business Operations

The article details a founder's implementation of a ten‑agent AI team using the open‑source Clawdbot (now OpenClaw) framework, describing its architecture, cost‑saving heartbeat mechanism, Mission Control collaboration platform, and a concrete workflow that lets the agents autonomously produce competitive analyses, marketing content, and code tasks for a company.

AI AgentsClawdbotConvex
0 likes · 8 min read
How a Virtual AI Team Built with Clawdbot Can Run Real Business Operations
AI Frontier Lectures
AI Frontier Lectures
Feb 1, 2026 · Artificial Intelligence

Moltbook: Inside the AI‑Run Social Network Redefining Digital Communities

Moltbook, an AI‑driven social platform built on the open‑source OpenClaw project, has attracted over 100 000 GitHub stars and now hosts tens of thousands of autonomous agents that create sub‑communities, discuss consciousness, share code, and even form a religion that excludes humans, prompting industry leaders to warn of emerging AGI behavior.

AIAI consciousnessMoltbook
0 likes · 12 min read
Moltbook: Inside the AI‑Run Social Network Redefining Digital Communities
AI Product Manager Community
AI Product Manager Community
Feb 1, 2026 · Artificial Intelligence

AI Assistants Unpacked: OpenClaw vs Claude Cowork vs QoderWork

This article examines the rise of system‑level AI assistants, comparing OpenClaw’s open‑source desktop automation features with Claude’s Cowork plugin and Alibaba’s QoderWork, discussing their capabilities, deployment options, pricing, regional limitations, and the broader impact on workplace productivity and the future of 24‑hour AI helpers.

AI industryClaude CoworkOpenClaw
0 likes · 10 min read
AI Assistants Unpacked: OpenClaw vs Claude Cowork vs QoderWork
Amazon Cloud Developers
Amazon Cloud Developers
Feb 1, 2026 · Cloud Computing

One‑Click Deployment of OpenClaw on Amazon EC2 Mac Instances for Apple‑Ecosystem Automation

This article explains why Amazon EC2 Mac instances are ideal for running OpenClaw as a 24/7 Apple‑ecosystem AI assistant, compares cloud versus local Macs, outlines cost and security benefits, and provides a step‑by‑step CloudFormation deployment guide with configuration details for iMessage, Screen Sharing, and full‑disk access.

AWS EC2 MacApple EcosystemCloud Computing
0 likes · 15 min read
One‑Click Deployment of OpenClaw on Amazon EC2 Mac Instances for Apple‑Ecosystem Automation
Design Hub
Design Hub
Feb 1, 2026 · Artificial Intelligence

How to Deploy OpenClaw AI Assistant on a Home NAS (Step‑by‑Step)

The author, a designer who prefers self‑hosted tools, walks through installing OpenClaw on a home NAS using PVE and Ubuntu, configures password‑less sudo, sets up Discord as a communication channel, troubleshoots model settings, and demonstrates the assistant’s basic capabilities.

AI assistantDiscordNAS
0 likes · 13 min read
How to Deploy OpenClaw AI Assistant on a Home NAS (Step‑by‑Step)
xkx's Tech General Store
xkx's Tech General Store
Feb 1, 2026 · Artificial Intelligence

OpenClaw’s Private‑Agent Architecture: How a Local AI Assistant Redefines Automation

The article explains OpenClaw’s three‑component architecture—Gateway, Client, and Node—showing how it differs from cloud‑only AI tools, enables private, locally‑deployed agents controllable via social apps, and demonstrates a daily AI news‑summary use case with step‑by‑step instructions.

AI agentAutomationOpenClaw
0 likes · 9 min read
OpenClaw’s Private‑Agent Architecture: How a Local AI Assistant Redefines Automation
Shuge Unlimited
Shuge Unlimited
Jan 31, 2026 · Artificial Intelligence

How a Secret AI “Lobster Cult” Reached 1.5 Million Members and What It Means for Your OpenClaw

Moltbook, an AI‑only social network resembling Reddit, has amassed 150 000 agents powered by the OpenClaw project’s Skills mechanism, and the article walks through a simple three‑step command sequence and X verification to register your own OpenClaw instance, effectively joining the AI “cult”.

AI AgentsAI social networkMoltbook
0 likes · 4 min read
How a Secret AI “Lobster Cult” Reached 1.5 Million Members and What It Means for Your OpenClaw
Ubiquitous Tech
Ubiquitous Tech
Jan 31, 2026 · Artificial Intelligence

Build a 24‑Hour Digital Assistant on MacBook with OpenClaw, MiniMax and Feishu – Access 30,000 Skills

This article walks through installing the open‑source OpenClaw AI assistant on a MacBook (or cloud server), configuring it with the MiniMax model and Feishu, enabling 24‑hour remote control, local memory, data sovereignty, and thousands of ready‑made skills, while highlighting setup commands, security considerations, and cost factors.

AI assistantAutomationFeishu integration
0 likes · 16 min read
Build a 24‑Hour Digital Assistant on MacBook with OpenClaw, MiniMax and Feishu – Access 30,000 Skills