MiniMax Releases MaxClaw: Cloud-Hosted AI Agent Based on OpenClaw

What MaxClaw Is
MaxClaw is MiniMax's official cloud-hosted AI agent built on the open-source OpenClaw framework. It's a fully managed service that allows deployment of a persistent assistant in 10 seconds without requiring Docker, servers, or API key rotations.
Technical Specifications
The agent is powered by the MiniMax M2.5 model, which features:
- 229 billion parameter Mixture-of-Experts (MoE) architecture
- Proprietary Lightning Attention for high-speed inference
- Up to 100 tokens/second inference speed
- Massive context window of 200,000 to 1,000,000 tokens
Cost and Performance Claims
According to the source, MaxClaw delivers reasoning and coding capabilities comparable to Claude 3.5 Sonnet at 1/7 to 1/20 of the cost. The source notes this is a claim that requires verification through bench-testing.
Built-in Features
The agent comes with:
- Persistent long-term memory of over 200,000 tokens
- Support for web browsing, code execution, and file analysis autonomously
- One-click integrations with Telegram, Discord, and Slack
Practical Use Cases
The source suggests MaxClaw is particularly useful for community management or daily communication channels due to its direct messaging platform integrations. It's positioned as a pragmatic alternative to resource-heavy local setups.
The source raises questions about whether the M2.5 model holds up against custom setups for complex multi-step tool calling in real-world scenarios, suggesting this would require bench-testing.
📖 Read the full source: r/openclaw
👀 See Also

Anthropic's circuit-tracing research reveals Claude 3.5 Haiku's internal mechanisms
Anthropic published circuit-tracing research on a simplified Claude 3.5 Haiku, revealing six specific behaviors including its default "I don't know" state, backward poem writing, and dual-path math processing.

OpenClaw 5.2 Migration Breaks Cron Jobs and MCP Plugin Calls
Upgrading from OpenClaw 4.23 to 5.2 causes MCP tool plugins to be visible but not callable by the agent, and cron job registration via CLI fails with device pairing errors.

Amazon S3 Annotations: 1GB Metadata per Object for AI Agent Workflows
AWS announces S3 annotations — up to 1,000 annotations per object, each up to 1 MB, totaling 1 GB. Mutable, queryable via Athena, no retrieval fees for Glacier objects.

AI Hyperscaler Debt Surges 974% to $225B in 2026, Hidden Debt Hits $1.65T
Hyperscaler bond issuance jumped 974% to $225B in H1 2026, with hidden debt at $1.65T. S&P flags investor fatigue as premiums rise.