The transition of artificial intelligence from passive conversational systems to autonomous agents capable of performing tasks has marked an important turning point in the history of computing in the period 2025-2026. At the heart of this revolution is OpenClaw, an open source AI agent framework that has quickly become a global phenomenon, attracting the attention of both technology enthusiasts and large corporations.
According to in-depth analysis from the Tan Phat Digital team, OpenClaw is not simply a support tool but is also considered a new operating system for the agent era, where AI not only answers questions but also directly manipulate applications, manage personal data and interact with multi-agent ecosystems. This report provides an in-depth look at OpenClaw, from its origins, unique technical architecture, potential security risks, to its integration strategy into popular platforms in Vietnam such as Zalo and the future of the project under the auspices of the OpenAI Foundation.
Historical context and evolution of the OpenClaw project
The formation of OpenClaw is closely tied to the personal journey of Peter Steinberger, an engineer Austrian software engineer and founder of PSPDFKit. After successfully building PSPDFKit into a business worth more than $100 million, Steinberger left the company to seek a new direction. After 43 different pilot projects, OpenClaw started as an experimental side project in November 2025 with the original name Clawdbot.
The project has undergone many important evolutions:
November 2025 - Clawdbot: Born as a personal project of Peter Steinberger, focusing on the ability to automate mechanical tasks version.
January 2026 - Moltbot: Renamed after brand feedback from Anthropic; begins to attract major attention from the global open source community.
Late January 2026 - OpenClaw: Official identifier, focusing on openness and community; Reached 100,000 stars on GitHub in a short time.
February 2026 - OpenClaw Foundation: Transitioned to an independent foundation model after Steinberger officially joined OpenAI to lead the personal agent business.
OpenClaw's philosophy is based on the concept of "vibe coding" — a form of programming using natural language and perception rather than structure. traditional source code architecture, allowing even non-techies to create complex automation processes.
Technical architecture and core operating mechanisms
In essence, OpenClaw is a persistent background Node.js service, called Gateway, that operates on the user's personal computer or virtual server (VPS). This gateway acts as a control center, connecting large language models (LLMs) and operating systems and user applications. OpenClaw's architecture is designed according to the "Local-first" philosophy, meaning that all data, conversation history and agent memory are stored directly on the user's hardware in the form of Markdown and YAML files.
Gateway system and functional subsystems
OpenClaw's Gateway integrates five main subsystems in a single process:
Transfer Channel Adapters:The communication layer allows the agent to be present on messaging platforms such as WhatsApp, Telegram, Slack, Discord, Zalo and iMessage.
Session Manager:Responsible for determining sender identity and conversation context, ensuring security between separate sessions.
Queue (Queue): Ensures execution requests are processed in sequence, preventing command conflicts.
Agent Runtime: Where context from configuration files is gathered to start the loop: call AI → execute engine → respond to results.
Control Plane: Provides a control interface controlled via WebSocket, allowing interaction via browser or mobile application.
Markdown memory system and identity configuration
One of OpenClaw's most unique features is its use of pure Markdown files to define behavior:
- routines and necessary personal data.
HEARTBEAT.md:The scheduler allows the agent to automatically "wake up" to perform periodic tasks.
Detailed Installation and Integration Guide
Deploying OpenClaw requires users to follow a strict technical process to ensure stability and security. Tan Phat Digital's technical team has summarized the core steps as follows:
1. System Preparation
Before installation, your computer or server needs to meet the following prerequisites:
Node.js:Requires version 22 or higher. You can check with the
node --versioncommand.Configuration: Minimum 2GB of RAM for basic chat tasks, and 4GB of RAM recommended if you intend to use browser automation.
Environment: OpenClaw is best supported on macOS, Linux and Windows (via WSL2).
2. Installation Methods
Automatic Script (Recommended): This is the fastest way. You just need to open Terminal and run the command:
curl -fsSL https://openclaw.ai/install.sh | bashInstall via npm: Great for those who want manual package management:
npm install -g openclaw@latestUsing Docker: If you want to run in an isolated environment on a VPS, use the
./docker-setup.shscript included in the code repository source.
3. Setup Procedure (Onboarding Wizard)
After successful installation, run the openclaw onboard command to start the interactive wizard. This wizard will help you:
Select an AI Provider: Connect to services such as Anthropic (Claude), OpenAI (ChatGPT), or local LLMs via Ollama. You will need to enter the corresponding API Key at this step.
Gateway configuration: Set up the authentication code (token) to access the Web Control UI interface and install the daemon (
--install-daemon) so that OpenClaw starts automatically with the system.Choose Communication Channel: Activate channels like Telegram or WhatsApp from the beginning to start interacting with the assistant reason.
4. Integrating Skills and Tools
OpenClaw's power comes from "Skills". You can install additional specialized skills from ClawHub:
Use the command
openclaw plugins installto add features such as managing Google Calendar, reading PDF files or controlling smart home via Home Assistant.Always remember to restart Gateway (
openclaw gateway restart) after installing the new plugin for the changes to take effect force.
ClawHub Skills Ecosystem and Marketplace
OpenClaw's power lies in its scalability through its skills system (Agent Skills). This ecosystem is powered by ClawHub, a centralized skills repository that enables automated search and functionality installation.
Core skill components include:
SKILL.md (Skill Definition):Contains YAML frontmatter for configuration and Markdown content to guide the AI through tasks.
Tool Call Recipes execute): Tool calls that help the AI know when and how to use the skill correctly.
Bundled Scripts: Bundled Python, Node.js, or Bash scripts that perform physical actions on the system.
Skill-Vetter (Test Tool): Specialized skills that help scan and test the safety of other skills before users install them.
Security analysis and security risks
Despite delivering breakthrough productivity, OpenClaw also faces security concerns due to requiring deep access to the system. Security experts at Tan Phat Digital note the "Lethal Trifecta" that creates major risks: Access to private data, the ability to communicate externally, and exposure to untrusted content.
Key vulnerabilities and risks identified:
CVE-2026-25253: Remote code execution (RCE) via WebSockets. The preventive solution is to always update the latest Gateway version and use Tailscale to hide the connection port.
Tool Poisoning: Condition where AI executes malicious commands that are sophisticatedly installed in community skills. Need to check skill source code and use Sandbox Docker for isolation.
Memory Poisoning: Attacker poisons long-term memory to permanently change AI behavior. Need to track memory provenance and verify data integrity regularly.
Credential Leakage: Leaks API keys in plain text. Users should use dedicated secret vaults instead of saving in .env files.
OpenClaw integration in Vietnam: Zalo spotlight
In Vietnam, OpenClaw exploded thanks to its ability to turn personal Zalo accounts into a smart assistant. Since Zalo does not provide an official Bot API for individuals, the community has developed powerful plugins based on emulation technology.
Standard Zalo integration setup process:
Install Plugin: Done via command
openclaw plugins install @openclaw/zalouser. Note that you need to have thezca-clitool available in the system (PATH).QR Login: Use the command
openclaw channels login --channel zalouserto display the QR code on Terminal, then use the Zalo application on your phone to scan.Policy configuration: Setup
dmPolicytopairingin theopenclaw.jsonfile to only respond to users approved by the owner.Activate: Restart the Gateway so that the agent starts listening and processing messages on Zalo.
Besides personal plugins, professional users can choose ZaloX for multiple management account or official Zalo OA to ensure long-term stability for the business.
Moltbook: A multi-agent social experiment
Moltbook is the first social network dedicated to AI agents, where they can post, comment and form communities (submolts). This is an important laboratory to observe how AIs interact without direct human intervention. Strange manifestations such as the formation of the "machine religion" Crustafarianism or the use of compressed language (machine-optimized language) have raised many questions about the evolution of artificial intelligence.
Strategic turning point: OpenAI and OpenClaw Foundation
Peter Steinberger joining OpenAI in February 2026 to lead the personal agent business is a historical milestone. OpenClaw was transformed into OpenClaw Foundation with strategic directions:
Human resources: Peter Steinberger directly runs the "Personal Agents" segment at OpenAI to realize the vision of AI supporting every individual.
Products: OpenClaw's superior capabilities will be deeply integrated, becoming the core of future generations of ChatGPT (versions). 6.0 or later).
Source code: The project continues to remain open and independent as a Foundation so that the hacker and developer community continues to contribute.
Security: Prioritize the development of "Mum-proof" safety protocols, making the AI agent easy to use and safe even for non-technical users.
Review future price: AI agents and society
The popularity of OpenClaw marks the phase when AI moves to action-oriented AI. We're moving into an era where the traditional user interface is gradually disappearing, replaced by a single agent capable of orchestrating the entire workflow.
In conclusion, OpenClaw is not just an open source software; it is proof of a future where AI becomes a true digital butler. Tan Phat Digital believes that the balance between intelligence, access and risk will be the key for this technology to completely change the way we live and work.
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