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OpenClaw has announced its 2026.3.22 release, introducing major upgrades that push the platform further into becoming a full-fledged AI agent operating system rather than just a tool.
The update brings a plugin marketplace, new model integrations, and improved agent reasoning, signaling rapid momentum in the open-source AI agent ecosystem.
ClawHub: A Plugin Marketplace for AI Agents
The headline feature in this release is ClawHub, a new plugin marketplace for OpenClaw.
This allows developers to:
Discover and install plugins
Extend agent capabilities
Share reusable tools and workflows
👉 This is a big shift — OpenClaw is moving toward an ecosystem model, similar to app stores or plugin marketplaces in IDEs.
Support for Latest AI Models
The release also adds support for newer AI models, including:
MiniMax M2.7
GPT-5.4 Mini and Nano
This means OpenClaw agents can now run on faster and cheaper models, improving scalability for real-world automation tasks.
Per-Agent Reasoning Improvements
Another important upgrade is per-agent reasoning, which allows:
Different agents to use different reasoning strategies
Better task specialization
More efficient multi-agent workflows
👉 This aligns with the industry trend of multi-agent systems, where smaller agents collaborate instead of one large model doing everything.
“/btw” Side Questions Feature
The release also introduces a lighter feature called “/btw” side questions, enabling users to:
While small, it improves usability for day-to-day interactions with agents.
This update shows how fast OpenClaw is evolving:
1. From Tool → Platform
With ClawHub, OpenClaw is becoming a developer ecosystem, not just software.
2. Embracing Multi-Model Strategy
Support for models like GPT-5.4 Mini/Nano reflects the shift toward cost-efficient AI pipelines.
3. Agent Specialization
Per-agent reasoning hints at more advanced automation systems, where different agents handle different tasks.
Source: OpenClaw