Everyone's Building OpenClaw - From Nvidia to Manus AI

2025-10-17 · Source: unwind ai · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Cybersecurity & Data Privacy, Robotics & Autonomous Systems · Depth: Advanced, medium

Summary

The AI landscape is rapidly evolving with significant developments in autonomous agents, security frameworks, and open-source models. OpenClaw, an open-source agent, is influencing product roadmaps across major AI companies like Anthropic, Perplexity, Manus (Meta), and Nvidia, which are now developing their own "AI that lives on your computer" versions. Notably, Manus My Computer offers local CLI execution and remote triggering for macOS and Windows, while Nvidia's NemoClaw provides an enterprise-grade, sandboxed OpenClaw with strict privacy and security controls, routing inference through Nemotron 3 Super 120B or local services. Concurrently, Teleport's Agentic Identity Framework addresses the critical issue of AI agent security in production environments by providing cryptographic identities, runtime access enforcement, and full observability. Additionally, China's Z.ai has open-sourced GLM-OCR, a 0.9B parameter model ranking #1 on OmniDocBench for local document understanding, and OpenAI Codex now supports subagents for complex task delegation.

Key takeaway

For AI Engineers and MLOps teams deploying autonomous agents, prioritizing robust security and identity frameworks is crucial. Teleport's Agentic Identity Framework offers a blueprint for preventing rogue agents by ensuring cryptographic identities and runtime access enforcement. Additionally, consider leveraging local execution agents like Manus My Computer and sandboxed solutions like Nvidia NemoClaw to enhance control and privacy, while structuring agent skills with folder-based context engineering for improved performance and reliability.

Key insights

AI agent development is accelerating, emphasizing local execution, enhanced security, and advanced skill management.

Principles

• Agent identity is critical for production security.
• Local execution enhances agent utility and privacy.
• Structured skill design improves agent performance.

Method

Teleport's Agentic Identity Framework assigns cryptographic identities to agents, enforces least privilege access at runtime, and provides comprehensive audit trails to prevent rogue agent behavior in production.

In practice

• Deploy OpenClaw agents with Nvidia NemoClaw for sandboxed security.
• Utilize Z.ai's GLM-OCR for local, high-accuracy document understanding.
• Implement folder-based context engineering for Claude Code skills.

Topics

• OpenClaw
• AI Agents
• Agent Security
• OCR Models
• LLM Skills

Code references

• Shubhamsaboo/openclaw-vertexai-memorybank
• yazinsai/OpenGranola
• alibaba/OpenSandbox
• gsd-build/get-shit-done
• Shubhamsaboo/awesome-llm-apps

Best for: AI Engineer, Machine Learning Engineer, MLOps Engineer

Related on AIssential

• Nemotron Labs: What OpenClaw Agents Mean for Every Organization — Autonomous AI agents running persistently and locally offer significant advantages for continuous, high-iteration tasks.
• 10 OpenClaw Lessons for Building Agent Teams — Agentic AI systems like OpenClaw offer significant utility but require deliberate design for task separation, security, and cost management.
• After all the hype, some AI experts don’t think OpenClaw is all that exciting — AI agent platforms like OpenClaw offer enhanced automation but face critical cybersecurity flaws, particularly prompt injection vulnerabilities.
• OpenClaw Tutorial - Build an AI Agent That Manages Your Bills and Sends You a Daily Briefing on WhatsApp — OpenClaw provides an open-source framework for building autonomous AI agents that integrate with chat apps to automate personal tasks.
• Nvidia Devises a More Secure OpenClaw Stack for Enterprises — Nvidia's NemoClaw stack enhances OpenClaw security for enterprise AI agents and expands Nvidia's inference market presence.
• NEMOCLAW... NVIDIA is going ALL IN on OpenClaw — Nvidia's NemoClaw provides enterprise-grade security and privacy for OpenClaw agents, enabling wider adoption.

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Editorial summary, takeaway, and curation by AIssential. Original article published by unwind ai.