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Always On Agentic AI? 🧠 Hermes Supercomputer Setup (Abacus AI)

Jul 29, 2026

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Always On Agentic AI? Hermes Supercomputer Setup (Abacus AI)

Unlock the power of Agentic AI! Learn how to set up Hermes on Abacus AI Supercomputer for a 24/7 cloud agent. Simple, secure, and powerful.

Agentic Artificial Intelligence (AI) is rapidly gaining prominence, offering capabilities beyond simple chatbots by enabling agents to perform tasks. However, deploying and managing these agents can be complex and resource-intensive, requiring continuous operation, model subscription costs, and robust security measures. Abacus AI's Supercomputer aims to simplify this process by providing a secure, AI-native managed cloud server. This article details the setup of the Hermes agent on the Abacus AI Supercomputer, enabling 24/7 operation and accessibility from various devices.

Understanding Abacus AI Supercomputer

Abacus AI Supercomputer is presented as an integrated platform for building, deploying, and hosting applications and agents. Users can opt for a built-in agent or deploy custom agents like Open Clo or Hermes. A key feature is the flexibility to utilize any Large Language Model (LLM). This can be achieved by connecting existing model subscriptions or leveraging Route LLM, which intelligently selects the optimal model for a given task from a range of frontier models.

The Supercomputer environment operates on Ubuntu, functioning as a virtual private server (VPS) separate from the user's local machine. This separation enhances security by preventing direct access to personal files and mitigating risks associated with an agent operating autonomously.

Deploying the Hermes Agent

The deployment process for the Hermes agent on Abacus AI Supercomputer is designed for simplicity. After selecting the Hermes agent, a crucial setting is the "always-on" toggle. Enabling this ensures the agent remains active without cold starts or interruptions, facilitating continuous operation. This toggle can be deactivated at any time.

Upon clicking "install," the system automatically configures the necessary components, including a persistent cloud virtual machine with full terminal access, web browsing capabilities, and AI agent functionalities. The setup does not require manual configuration of LLMs, as it can connect to Abacus AI's existing infrastructure for enhanced web search or integrate with user-provided APIs. The entire process, from initiation to a running Hermes agent, is described as taking only a few seconds with a single click.

The Supercomputer platform supports the deployment of multiple agents, such as Hermes and Open Claw, within a single virtual machine, allowing them to operate independently of the user's personal computer. Users also have the option to configure the server to "shut down when inactive" to conserve credits, in contrast to the "always-on" setting.

Interacting with the Hermes Agent

Hermes is characterized as an agent that handles actions and remembers user interactions and requests, improving its performance over time. The agent's dashboard provides configuration options, including chat history, file access, model selection, automation controls, skills, and plugins.

For initial interaction, users can select "Route LLM" as the primary model. The agent can be personalized by providing information about the user, such as name, response preferences, and learning interests. This information is stored using an "Update memory" tool, enabling the agent to recall these details in subsequent interactions. For instance, after updating memory, a new chat session can query "Who am I?" and the agent will retrieve the previously stored information.

Automating Tasks with Skills and Messaging Gateways

The Hermes agent can be configured with automated tasks, such as a daily briefing report. This involves creating a "skill" that researches specific topics, like uses of Agentic AI, and generates a summary with links. This skill can then be integrated into an "automation" (a cron job) and connected to messaging channels for direct delivery.

Hermes supports numerous messaging channels, including Telegram, Discord, Slack, WhatsApp, Signal, and email. For integration with Telegram, users can obtain a Telegram bot token. The setup can be completed manually or via a QR code scan, which streamlines the process by directly linking to Telegram for bot creation. Once connected, the agent can send messages to the user's phone, allowing for interaction and control from mobile devices.

The agent's ability to learn and adapt is demonstrated through feedback mechanisms. If the daily briefing content is not aligned with user preferences, feedback can be provided, and the agent will update the skill accordingly. This iterative refinement process allows the agent to generate more relevant and focused outputs, such as a "consumer-focused" briefing.

The platform also allows for the creation of "Hermes topics" within Telegram, enabling multiple distinct conversations and automations to be managed under a single bot, each with its own set of automations or news feeds.

Model Configuration and Cost Management

Abacus AI Supercomputer allows for granular control over LLM usage. While "Route LLM" is the default for general tasks, users can configure specific LLMs for auxiliary tasks. For example, a particular model can be designated for vision or image analysis to optimize for cost or quality.

The platform also supports a "mixture of agents" configuration, where multiple smaller models collaborate on research, with a more powerful model synthesizing the results. This approach can enhance output quality but may incur higher costs.

The Supercomputer utilizes a credit-based system for billing. The cost is one credit every 5 minutes of operation. For continuous 24/7 operation over a 31-day month, this amounts to approximately 9,000 credits. Abacus AI offers two pricing tiers:

  • Basic Tier: $10 per month, providing 20,000 credits. This tier does not include access to Supercomputer.
  • Pro Tier: $20 per month, providing 30,000 credits. This tier includes access to Supercomputer.

Running an agent 24/7 on the Pro tier would consume less than one-third of the monthly credits, with the remainder available for LLM usage. This model allows users to leverage powerful frontier models without the need for their own hardware, which can be riskier and more expensive.

Advanced Features and Future Development

The Abacus Supercomputer hosts a dashboard version of Hermes. Advanced features include connecting to local models, restricting agent access within Docker containers, integrating with LLM Wikis, Git, external devices, and Obsidian. The platform also supports external memory providers to enhance the agent's memory capabilities, with further details planned for future discussions.

Users can stop the Supercomputer at any time to halt credit consumption. However, it is noted that if the Supercomputer is not running when an automation is scheduled, the automated task will not be executed. This allows for strategic shutdown periods to manage costs, with the understanding that scheduled automations will be missed during these downtimes.

The article concludes by highlighting the benefits of a 24/7 cloud-based AI agent accessible from various devices, capable of automations and integration with other tools. The author expresses satisfaction with Hermes's ability to improve over time and its seamless integration with the Abacus Supercomputer.

Introduction to Agentic AI and Abacus AI

Introduction to Agentic AI and the challenges of running agents, highlighting the need for a simple, secure, and powerful solution. Introduces Abacus AI Supercomputer as the solution.

  • Agentic AI can perform tasks, unlike chatbots that only provide answers.
  • Running agents locally can be complex and expensive, requiring 24/7 operation, model costs, and security.
  • Abacus AI Supercomputer offers a simple, safe, and powerful way to run agents in the cloud.
  • Callum (Waterloos) introduces the video topic: running an agent in the cloud using Abacus AI.

Abacus AI Supercomputer Overview

Explains Abacus AI Supercomputer as an all-in-one platform for building, deploying, and hosting apps and agents. Details its flexibility in model selection and the Route LLM feature.

  • Abacus AI Supercomputer is a personal cloud environment for apps and agents.
  • Supports deploying always-on agents like Open Clo or Hermes.
  • Allows using any LLM, either by bringing your own or powering with Route LLM.
  • Route LLM selects the best model for a specific task, providing access to frontier models.

Setting Up Hermes on Abacus AI

Demonstrates the setup process for Hermes on Abacus AI Supercomputer, emphasizing security through sandboxing and the 'always-on' toggle for continuous operation.

  • Supercomputer runs an Ubuntu virtual machine, sandboxing the agent from the user's personal computer for enhanced security.
  • Users can deploy agents like Hermes or Open Claw.
  • The 'always-on' toggle ensures the agent runs 24/7 without interruption.
  • The 'shut down when inactive' option helps conserve credits.

Hermes Installation and Capabilities

Details the installation of Hermes, its capabilities including terminal access and web browsing, and the flexibility to run multiple agents within the same environment.

  • Hermes installation takes just one click.
  • Provides a persistent cloud VM with full terminal access, web browsing, and AI agent capabilities.
  • Can connect to Abacus AI's web search or custom APIs.
  • Supports running multiple agents like Hermes, Open Claw, or Claude Code within the same computer.
  • Options to stop, always-on, or shut down when inactive.

Hermes Agent Functionality and Configuration

Explores Hermes' functionality as an action-handling agent that remembers user interactions and improves over time. Covers configuration options in the dashboard.

  • Hermes handles actions, remembers past interactions, and improves with use.
  • The dashboard allows configuration of chat, session history, files, models, automation, skills, and plugins.
  • Users can switch models, including Route LLM for optimal task performance.

Personalizing Hermes with User Memory

Shows how to personalize the agent by providing information about the user, enabling it to remember and adapt responses. Demonstrates the 'Update memory' tool and session history.

  • Users can tell the agent about themselves to improve its memory and responses.
  • The 'Update memory' tool is called automatically when user information is provided.
  • The agent can recall user preferences in new sessions.
  • Session history tracks how information is saved and retrieved.

Automated Daily Briefing with Telegram Integration

Guides through setting up an automated daily briefing report using Hermes, including creating a skill, automation, and connecting to Telegram for direct messaging.

  • Users can set up automated daily briefing reports on topics of interest.
  • Hermes can create skills, automations, and connect to messaging platforms like Telegram.
  • The agent can write and produce workflows based on user requests.
  • Requires a Telegram bot token for direct messaging.

Messaging Gateways and Telegram Setup

Details the messaging gateways available for Hermes, focusing on Telegram integration via QR code for easy setup and control of the agent from mobile devices.

  • Hermes supports 31 different messaging channels, including Telegram, Discord, Slack, WhatsApp, and Signal.
  • Telegram is recommended for its ease of use.
  • Setup options include chat continuation, manual setup with BotFather, or QR code scanning.
  • QR code scanning provides the easiest way to connect to Telegram.
  • Users can start new sessions and interact with the agent via Telegram.

Automations, Feedback, and Self-Evolution

Explains how Hermes sets up automations (cron jobs) for scheduled tasks like the daily briefing and how user feedback can refine the agent's output and skills.

  • Automations are cron jobs that schedule tasks like the daily briefing.
  • The agent automatically sends the daily briefing to Telegram upon setup.
  • The agent updates its user profile based on conversations.
  • Users can provide feedback to improve the agent's skills and output.
  • The agent can adjust its output based on feedback, e.g., from enterprise-level to consumer-focused.

Advanced Model Configuration and Optimization

Discusses advanced model configuration, including selecting specific models for auxiliary tasks to optimize cost and quality, and the concept of a 'mixture of agents'.

  • Users can configure specific models for auxiliary tasks (e.g., Gemini for vision) to save credits or improve quality.
  • A 'mixture of agents' involves multiple small models working together, reviewed by a larger model, for enhanced quality at a higher cost.
  • External memory providers can significantly improve memory quality.
  • The Abacus Supercomputer runs the dashboard version of Hermes.

Abacus AI Supercomputer Pricing and Tiers

Covers the pricing of Abacus AI Supercomputer, detailing credit usage, monthly plans, and the benefits of the Pro tier for accessing Supercomputer.

  • Supercomputer uses credits: 1 credit per 5 minutes of runtime.
  • Running 24/7 for a month costs approximately 9,000 credits.
  • Basic tier ($10/month) provides 20,000 credits but no Supercomputer access.
  • Pro tier ($20/month) provides 30,000 credits and includes Supercomputer access.
  • The Pro tier credits are sufficient for 24/7 agent operation with credits remaining for model usage.

Conclusion and Future Possibilities

Summarizes the benefits of using Hermes on Abacus AI for a 24/7 cloud-based agent accessible from any device, highlighting its potential for building agentic systems.

  • Hermes on Abacus AI provides a 24/7 cloud agent accessible via phone.
  • Supports automations, external memory, and integration with tools like Obsidian.
  • Users can stop the computer to save credits when not in use.
  • The platform allows building compatible agentic systems without using personal hardware.
  • Future videos will cover external memory providers and desktop app features.