AgentOS

AutoML Platforms

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This system functions as an advanced routing and execution platform designed to manage large language models, tools, and provider integrations efficiently across multiple interfaces such as CLI, web-based dashboards, and chat environments. Its main features include local on-device routing with multi-tiered model selection based on difficulty and cost, seamless switching among over twenty different backend providers without code modifications, and solid guardrails that ensure stable, secure, and cost-effective AI task execution, all while maintaining an integrated environment for debugging, logging, and collaboration. It solves problems related to optimizing AI resource utilization, reducing operational costs by selecting the most economical model tier, improving safety and reliability through risk-aware decision-making, and enabling teams to coordinate AI workflows effortlessly across diverse usage scenarios and interfaces, making it ideal.

AgentOS can be found in AutoML Platforms categories.

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AgentOS Main Features

• Web UI
  You can run sessions, review tasks, and see results through a web interface.
• AgentOS
  AgentOS is a system that manages AI agents and routes tasks smoothly across different tools and interfaces.
• Surfaces
  It works across CLI, Web UI, and chat all in one place, switching easily without extra code.
• Auto Router
  The router automatically assigns tasks based on difficulty and helps avoid unnecessary costs.
• Sticky tier
  Follow-up tasks keep using the same model to keep context and save time.
• Complaint up
  If an answer fails, the system tries again in the next turn instead of repeating the same answer.
• Chat channels
  You can use chat tools to communicate and manage AI tasks easily, suitable for teams.
• Run the model
  The selected AI provider runs the task based on the chosen tier.
• Judge the tier
  A small AI model chooses the lowest tier that can handle the task reliably.
• Extract signals
  The system finds important signals in messages like debugging hints or task types.
• TeamDocsInstall
  Team documentation and installation guides help you set up and learn the system easily.
• CapabilitiesInstall
  You can quickly install AgentOS and start using it with simple commands.
• Let the router cook
  The router intelligently manages task execution, making the process smarter and safer.
• MICROKERNEL AI AGENT
  The system runs small AI models that handle simple to complex tasks efficiently.
• Stop overpaying for AI
  AgentOS helps save money by choosing the cheapest effective AI model for each task.
• Full turn classification
  Tasks are classified by how hard, risky, and what they need to do.
• One runtime, three ways in
  The same system works via CLI, Web UI, and chat with shared memory and tools.
• The CLI you already live in
  You can manage and start the system easily from your command line.
• Guardrails keep routing stable
  Rules and recent higher-tier work help keep task routing safe and efficient.
• Every turn earns the right model
  Each task is evaluated to pick the most suitable and cost-effective AI model before starting.
• Routing and embeddings stay local
  All routing and data processing happen on your device, keeping your information private.

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