01What OpenClaw 3.28 Is and How It Works

OpenClaw 3.28 is the latest version of the OpenClaw AI agent platform, released as the Tokyo Pre-ClawCon Drop. It adds plugin approval hooks, XAI Grok search, ACP binds for Discord and iMessage, Minimax image generation, and several stability fixes.

In simple terms, OpenClaw 3.28 lets your AI agent pause mid-task to ask for your approval before taking an action. It also expands where the agent can search and work, and it fixes bugs that made daily use unreliable. The goal is to give you more control while making the agent more capable.

The release comes right before the ClawCon community conference in Tokyo, showing the project's active development. With 339,000 GitHub stars and 71 contributors, OpenClaw is a serious open-source project.

02Main Features of OpenClaw 3.28

Here are the new features in OpenClaw 3.28:

  • Plugin approval hooks – Let your agent pause and ask you before it performs an action, like sending a message or updating a listing.
  • XAI Grok search (Xsearch) – The XAI provider moves to the Responses API, and your agent can now search X (formerly Twitter) in real time.
  • ACP binds – Turn any Discord channel or iMessage thread into a live workspace for a specific agent, like the Codex agent.
  • Minimax image generation – Generate images using the Image01 model, with aspect ratio control. Legacy Minimax models are replaced by M2.7.
  • Stability fixes – Fixes for WhatsApp echo loops, Telegram splitting low messages, Discord reconnect crashes, and per-model rate limiting.

These features make OpenClaw more controllable, more connected, and more reliable for real business use.

03How to Set Up OpenClaw 3.28

Setting up OpenClaw 3.28 is beginner-friendly, thanks to the onboarding wizard. Here’s how to get started:

  1. Run the OpenClaw onboarding command on your device or cloud server.
  2. Follow the steps in the wizard to connect your messaging channels like WhatsApp, Telegram, Slack, Discord, or iMessage.
  3. Connect your XAI key to enable Grok authentication and Xsearch—these auto-enable during setup.
  4. If you want approval hooks, configure them in your plugin settings (the process varies by plugin).
  5. Test your agent with a simple task to see the approval prompt in action.

You don’t need to understand the release notes or be a developer. The wizard guides you through everything. Once set up, your agent runs on your own device or a cheap cloud server, keeping your data with you.

04How to Use OpenClaw 3.28 in Your Business

OpenClaw 3.28 lets you hand off real tasks while staying in control. Here are examples from the episode:

  • An agency owner can have the agent draft client outreach messages, then pause for approval before sending. Approve via Telegram buttons, Discord interactions, or the /approve command.
  • An e-commerce store owner can update product listings—the agent flags changes before going live, and you approve with one tap.
  • A consultant can set the agent to monitor X mentions of a client’s brand and send a morning summary automatically.

For ACP binds, type “bind codex here” in a Discord channel to make it a live workspace backed by OpenClaw’s Codex agent. Your whole team can interact with it without each person needing their own setup.

For images, you can generate social media visuals, product mockups, or thumbnail ideas as part of a workflow—write the post, generate the image, schedule the send, all in one agent.

05Results and Comparisons Shown in This Episode

The episode didn’t show side-by-side benchmark tests, but it highlighted practical improvements. The WhatsApp infinite echo loop—where the bot read its own sent messages as new inbound—is fixed. Telegram no longer splits low messages mid-word, which matters for professional outreach.

Discord crashes on reconnect are cleaned up, including stale gateway sockets and ghost connections.

The most important fix: rate limiting is now scoped per model. Before, if one model hit a 429 error, all models on your account were blocked. Now, if Grok gets rate limited, Claude still works, so your agent keeps running.

These fixes mean fewer interruptions and less babysitting. For daily use, that’s what turns OpenClaw from a cool tool into a reliable business asset.

06Tips, Limits, and Mistakes to Avoid

Here are tips and warnings from the episode:

  • Don’t skip approval hooks – They’re your brake pedal. Use them for actions like sending messages or updating listings to avoid mistakes.
  • Don’t ignore the stability fixes – If you use WhatsApp, the echo loop fix alone is worth updating. If you use multiple models, the rate limiting fix is critical.
  • Don’t assume you need to be a developer – The onboarding wizard makes setup easy.
  • Don’t use OpenClaw only like a search engine – It’s an agent that takes actions, not just answers questions.

Avoid the mistake of letting the agent run wild without approvals. The episode stresses that the number one reason business owners hesitate to use AI agents is trust—approval hooks solve that.

07Who OpenClaw 3.28 Is For and Why It Matters

OpenClaw 3.28 is for business owners who want to automate repetitive tasks without losing oversight. Instead of using AI like a fancy search engine—asking a question, getting an answer—you can run an agent that handles client outreach, monitors mentions, creates content, and manages FAQs.

For agency owners, e-commerce stores, and consultants, the approval hooks let you hand off tasks while staying in control. ACP binds let small teams share agent workspaces in existing channels. The XAI integration gives your agent real-time data from X, which is where breaking news and industry conversations happen.

This update matters because it follows a pattern: more capability, more control, more reach. The wild autonomous energy of early 2025 is giving way to agents that check in and work inside your existing systems. That’s what makes AI agents practical for real businesses.