AutoClaw integrates AutoGLM browser automation technology from Zhipu AI, enabling your AI agent to operate the browser like a human. Browse web pages, fill forms, extract information, and interact with web applications — all running locally on your machine with full access to your authenticated sessions.
AutoGLM is Zhipu AI's browser automation technology integrated into AutoClaw, giving the AI agent human-like control over web browsers.
AutoGLM enables the AutoClaw AI agent to interact with web pages the same way a human user would — navigating between pages, clicking buttons, typing into input fields, scrolling through content, and reading on-screen information. The agent sees the browser and understands web page structure, allowing it to autonomously complete complex browser-based tasks.
This dramatically expands the range of tasks that can be automated. Any workflow that involves a web browser — from researching information to managing web applications — becomes something your AI agent can handle end-to-end without manual intervention.
Four core capabilities that make AutoClaw's browser automation powerful and versatile.
Navigate across websites, follow links, switch between tabs, and scroll through content. The agent understands page layout and can locate specific information even on complex, dynamic web pages.
Automatically fill out web forms, login pages, registration fields, and data entry interfaces. The agent identifies input fields, selects appropriate values, and submits forms accurately.
Extract structured data from web pages including text, tables, prices, contact details, and more. The agent can gather information across multiple pages and compile it into organized reports.
Interact with web-based applications like CRM systems, project management tools, email clients, and dashboards. The agent operates these apps through their browser interfaces just as a human would.
Why running browser automation locally on your machine changes everything.
Because AutoClaw runs locally on your desktop, the AutoGLM browser automation agent has direct access to your local browser. This means the agent can leverage your existing authenticated sessions, cookies, and saved credentials — eliminating the need to re-authenticate or configure access for each task.
This is a critical differentiator from cloud-based competitors. Products like KimiClaw operate within a browser sandbox in the cloud, which severely limits what the agent can access. Cloud sandboxes cannot reach your locally authenticated services, corporate intranets, or sites protected by VPN. AutoClaw faces no such limitations because it operates directly on your machine.
A direct comparison showing why local browser automation delivers more power and flexibility.
| Dimension | AutoClaw (Local) | Cloud Sandbox (e.g. KimiClaw) |
|---|---|---|
| Browser Environment | Your local browser with full capabilities | Isolated cloud sandbox with limited features |
| Authenticated Sessions | Access all logged-in services | No access — must re-authenticate each time |
| Cookies & Credentials | Full access to saved data | Fresh environment — no stored data |
| Corporate Intranet | Accessible via local network/VPN | Not reachable from cloud |
| Browser Extensions | All installed extensions available | No extension support |
| Task Complexity | Complex multi-step workflows | Simple, single-context tasks |
| Underlying Model | Pony-Alpha-2 (optimized for agents) | General-purpose LLM |
Browser automation requires precise, reliable model execution — Pony-Alpha-2 delivers exactly that.
Browser automation tasks are inherently complex — they involve multi-step sequences where each action depends on the previous one. A missed click, a wrong input, or a skipped step can derail the entire workflow. This is why the underlying model matters enormously.
AutoClaw pairs AutoGLM with Pony-Alpha-2, Zhipu's proprietary model purpose-built for agent scenarios. Pony-Alpha-2's enhanced tool-calling stability ensures that browser automation commands are executed precisely and consistently. Its optimized task decomposition breaks complex workflows into reliable, sequential steps that complete without errors.
Download AutoClaw and let your AI agent handle browser tasks — from web research to form filling to web app management.