Vivgrid
AI agent infrastructure platform for building, observing, testing, and deploying multi-agent systems with step-by-step traces and enforceable safety guardrails.
Overview
Vivgrid is an AI agent infrastructure platform that lets teams build, observe, test, and deploy multi-agent systems with step-by-step traces and enforceable safety guardrails. Unlike general automation tools, Vivgrid is purpose-built for agentic AI workflows — giving you full visibility into every action an agent takes, the ability to pause and inspect mid-run, and safety rails that prevent unintended behavior. Best for AI engineers and platform teams who need to validate, secure, and scale agentic workflows in production environments.
Key Features
- Build and deploy multi-agent AI systems
- Step-by-step execution traces for full visibility
- Enforceable safety guardrails for agents
- Test and validate agent behavior before deployment
- Real-time monitoring and observability
- Scalable infrastructure for production agents
Best For
Pricing
Free
$0/monthLimited agents and executions
Pro
FreemiumMore executions and advanced features
Pricing may change — always check the tool's official website for current plans.
Pros & Cons
Pros
- Full observability into agent execution
- Safety guardrails prevent runaway agents
- Purpose-built for production agentic AI
- Detailed traces help debug complex workflows
Cons
- Technical platform — not for beginners
- Newer product still evolving
- Best for engineering teams, not business users
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