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Weaver Architecture

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Welcome to Weaver

Weaver is a managed AI agent service designed for high-density, low-latency orchestration. Built from the ground up in Go, it enables the deployment of isolated, task-specific agents within Docker containers at scale.

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Why Weaver?

Weaver powers the agentic layer of the Operator Online ecosystem, optimized for the gemini-3-flash model, balancing rapid tool execution with minimal resource consumption.

Fast

Less than 1 second boot time for instant agent deployment

Light

Under 10MB RAM footprint per agent for maximum density

Isolated

Workspace-based directory isolation with strict Docker boundaries

Universal

Multi-channel gateway support (Telegram, Discord, Slack) with unified tool protocol

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Key Features

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Canvas Control

Integrated canvas tool for direct manipulation of the Nest UI, enabling agents to create, update, and organize nodes programmatically.

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Multi-Channel Gateway

Central gateway dispatches messages from external channels (Telegram, Discord, Slack) to managed agents, providing a unified interface for all your communication needs.

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Skills System

Extensible skill architecture allows you to install custom capabilities from GitHub repositories or use built-in skills for common tasks.

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Scheduled Tasks

Built-in cron service for scheduling recurring agent tasks with flexible configuration options.

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Efficiency Comparison

Weaver vs Heavyweight Agents
Weaver achieves 10x better resource efficiency compared to heavyweight agent frameworks while maintaining full functionality.

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Get Started

Quickstart

Get up and running in minutes with Docker

Installation

Install via Docker, binary, or build from source

Configuration

Configure workspace, models, and gateway settings

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Architecture

Weaver Team
Weaver follows a modular architecture:
  • Agent Loop: Core processing engine for handling user messages and tool execution
  • Gateway: Long-running service that manages multiple channels and dispatches to agents
  • Message Bus: Event-driven communication between components
  • Workspace: Isolated persistent storage for each agent session
  • Channels: Pluggable integrations for Telegram, Discord, Slack, and more
Weaver is designed to be spawned programmatically or via CLI, making it perfect for both interactive use and automated deployments.
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