Hermes AI Just Broke Openclaw’s Biggest Limitation-Here’s Why Everyone’s Switching

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What Is Hermes Agent? Nous Research’s Self-Improving AI Explained

Nous Research’s Hermes Agent fixes the biggest problem Openclaw users had: its AI would essentially ‘forget’ your preferences and history each day.

Nous Research Hermes Agent: Open-Source AI With Built-In Self-Improvement Loop

The MIT-licensed framework launched in February 2026 and collected 22,000 GitHub stars and 242 contributors within weeks. That pace reflects a specific appetite in the open-source AI community. People want agents that remember, adapt, and get better without requiring constant manual instruction.

Hermes Agent is built around what Nous Research calls a closed learning loop. When the agent solves a task, it writes a reusable Markdown skill file, stores the outcome in persistent memory, and adjusts its approach for next time. No YAML. No manual configuration. The system handles it internally using SQLite full-text search and large language model (LLM) summarization.

Openclaw, the breakout AI agent framework that went viral in early 2026 with hundreds of thousands of Github stars, runs on a different logic. It connects LLMs to existing chat apps (Whatsapp, Telegram, Slack, Signal, Discord, iMessage) and executes real-world actions: email management, browser automation, shell commands, and cron tasks.

This platform is quick, versatile, and relies on contributions from its users. It boasts a substantial marketplace for specialized skills, called Clawhub. However, users have pointed out that it doesn’t automatically save information between uses – you need to set that up yourself. Hermes was created specifically to address this issue.

This system remembers information across different uses, on any device you’re using. It actively checks for attempts to manipulate its responses. Over time, it learns about you as a user. If you give it a task, it not only completes it, but also learns how to do similar tasks more efficiently in the future.

Installing Hermes is simple – it only takes one command. If you’re switching from Openclaw, Hermes automatically transfers your skills, memories, and settings. It’s easy to switch, and many users have already done so.

Hermes supports over 200 models through Nous Portal, Openrouter, OpenAI-compatible endpoints, and local Ollama. It includes 40-plus built-in tools covering terminal access, file operations, browser automation, code execution, image generation, and natural language scheduling. It runs on a $5 VPS, locally, in Docker, or via SSH.

Nous Research built it. The lab, run by co-founder and CEO Jeffrey Quesnelle, focuses on open-source model development and reinforcement learning. Quesnelle has demonstrated the agent completing a 79,000-word novel autonomously across iterative sessions. The project’s Discord is active. The skill hub at agentskills.io is growing.

Version 0.5 focused heavily on security, with Nous Research labeling it a ‘hardening’ update. This release included over 200 improvements, fixed a problem that could have exposed login details, strengthened defenses against malicious file access, and made the system more secure within its container. It also features built-in protections like requiring approval for certain commands, blocking potentially harmful inputs, and scanning memory to prevent attacks. So far, there haven’t been any publicly reported security breaches.

Across platforms like Reddit, YouTube, and X, the general opinion isn’t that Hermes will replace Openclaw. Instead, people see them as working well together. Openclaw is strong at managing multiple channels, team collaboration, and connecting to various systems. Hermes focuses on learning and advanced thinking – it remembers information, creates skills automatically, reasons through problems, and handles complex, long-term goals. A typical setup uses Hermes to plan things at a high level, while Openclaw takes care of the actual work.

Quesnelle and contributors are still shipping. Hermes v0.6.0 shipped in late March 2026 with MCP support and typed SDK workflows. The repos move fast. For anyone already running Openclaw, the migration takes minutes. What happens after that depends on how much you use it. The learning loop compounds. That is the point.

FAQ 🤖

  • What is Hermes Agent? Hermes Agent is a free, MIT-licensed autonomous AI framework from Nous Research that learns from completed tasks and builds persistent memory across sessions and platforms.
  • How does Hermes Agent differ from Openclaw? Openclaw focuses on orchestration and plugin breadth across chat apps, while Hermes Agent auto-generates reusable skills and maintains long-term user memory without manual setup.
  • Is Hermes Agent safe to use? Hermes Agent includes command approval flows, dangerous-pattern blocking, and sandboxed container support, with active security patches issued in its v0.5 hardening release.
  • Can I migrate from Openclaw to Hermes Agent? Yes, running hermes claw migrate automatically transfers your existing Openclaw skills, memories, and settings to Hermes Agent.

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2026-04-04 08:57