VoltOps
VoltOps is a framework-agnostic LLM observability platform that provides real-time visual monitoring, debugging, and optimization tools for AI agents across any technology stack.
https://github.com/VoltAgent/voltagent/blob/main/CONSOLE.md?ref=producthunt
Product Information
Updated:Jul 4, 2025
What is VoltOps
VoltOps is a comprehensive observability platform specifically designed for AI agents and LLM applications, developed by the team behind VoltAgent (an open-source AI agent framework). Unlike traditional text-based logging tools that become overwhelming with complex agent interactions, VoltOps transforms the black-box nature of AI agents into transparent, understandable workflows through interactive visualizations. It addresses the real debugging challenges that arise when agents interact with tools, make complex decisions, and handle multi-step workflows.
Key Features of VoltOps
VoltOps is a framework-agnostic LLM observability platform designed specifically for AI agents, offering comprehensive monitoring, debugging, and visualization capabilities. It provides real-time visual debugging through interactive flowcharts, granular workflow inspection, and complete visibility into agent decision-making processes, tool executions, and memory operations, all while supporting multiple integration methods across different technology stacks.
Real-Time Visual Debugging: Watch AI agents think and act in real-time through interactive flowcharts with sub-second latency, providing immediate visibility into execution flow and decision-making processes
Multi-Agent System Monitoring: Visualize and track parent-child relationships and hierarchies across complex agent systems, showing how different agents collaborate and hand off tasks
Framework-Agnostic Integration: Supports multiple integration methods including native SDKs for JavaScript/TypeScript and Python, REST API, and automatic framework integration for VoltAgent and Vercel AI SDK
Comprehensive Tool Execution Tracking: Monitor complete tool call sequences with detailed inputs, outputs, execution times, and success rates for debugging and optimization
Use Cases of VoltOps
Customer Support AI Monitoring: Monitor and debug customer-facing chatbots and virtual assistants in real-time, ensuring quality service and quick issue resolution
Enterprise AI System Management: Maintain visibility and control over large-scale AI deployments with comprehensive monitoring, security features, and team management capabilities
Development and Testing: Accelerate AI agent development with real-time feedback, visual debugging tools, and detailed workflow analysis during the testing phase
Pros
Built specifically for AI agent monitoring with specialized features for LLM applications
Offers real-time visualization and debugging capabilities with minimal latency
Supports multiple frameworks and integration methods for flexibility
Cons
Enterprise features like self-hosted deployment require additional setup and management
May require integration work for non-standard frameworks or custom solutions
How to Use VoltOps
Install VoltAgent: Create a new VoltAgent project using: npm create voltagent-app@latest my-agent-app
Configure API Key: Create or edit .env file in project root and add OPENAI_API_KEY=your-api-key-here from OpenAI Platform
Start Local Server: Run npm run dev to start the VoltAgent server locally on port 3141
Access VoltOps Console: Visit console.voltagent.dev or click the VoltOps Platform link from terminal output
Find Your Agent: On the VoltOps Platform page, locate your agent in the list (e.g., 'my-agent')
Monitor Real-Time: Use the visual interface to track agent performance, inspect state, and debug workflows in real-time
View Detailed Analytics: Access granular workflow inspection to see inputs, outputs, and parameters for each agent action
Debug Issues: Use the interactive flowcharts to identify problems, track tool execution, and monitor token usage
Test Agent Interaction: Use the Agent Chat Playground to interact with your AI agents while monitoring their behavior
Manage Multiple Agents: Use the Agent Management Dashboard to track all active and recent agent sessions
VoltOps FAQs
VoltOps is a framework-agnostic LLM observability platform designed to help monitor, debug, and improve AI agents across any technology stack. It visualizes agent workflows as interactive flowcharts, making complex multi-agent interactions instantly understandable.
VoltOps Video
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