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Vivgrid
$25Starting price
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About Vivgrid
Vivgrid is an AI agent infrastructure platform designed for teams to construct, monitor, evaluate, and deploy multi-agent systems using AI-native tooling. It provides detailed step-by-step traces of prompts, API calls, memory operations, and tool usage, enabling deep observability and faster debugging. The platform includes automated and human-in-the-loop evaluation and scoring mechanisms, enforceable safety guardrails, and content filters to ensure secure operations. It supports stateful memory and dynamic multi-agent orchestration, allowing flexible agent interactions. Additionally, Vivgrid offers a global GPU inference network with sub-50ms latency and real-time monitoring of performance metrics such as latency, cost, and behavior. This enables developers to validate, secure, and scale resilient AI agents without needing to integrate multiple disparate tools.
Key features
- Step-by-step traces of prompts, API calls, memory fetches, and tool usage
- Automated and human-in-the-loop evaluation and scoring
- Enforceable safety guardrails and content filters
- Stateful memory and dynamic multi-agent orchestration
- Global GPU inference network with sub-50ms latency
- Real-time monitoring of latency, cost, and behavior
- Deep observability for debugging and validation
- Scalable deployment of multi-agent systems
Use cases
- Building and testing complex multi-agent AI workflows
- Debugging AI agent systems with detailed execution traces
- Deploying secure and scalable AI agents with built-in safety controls
Pros
- Provides serverless LLM function calling with centralized management of system prompts, models, and tools
- Offers real-time observability with detailed traces of prompts, API calls, memory operations, and tool usage
- Supports global GPU inference with sub-50ms latency across distributed locations
- Enables instant skill updates across all agents without requiring client redeploys or app updates
- Includes automated and human-in-the-loop evaluation, safety guardrails, and content filters for secure operations
Cons
- May require enterprise-level compliance considerations for centralized hosting of agent tools
- Dependence on third-party LLM providers could introduce variability in model performance or availability
Frequently asked questions about Vivgrid
What is Vivgrid?
Vivgrid is a managed skills platform for AI agents that provides serverless LLM function calling with built-in observability, evaluation, and globally distributed inference. It decouples system prompts, models, and tools from the client, enabling rapid iteration and centralized management.
What are Managed Skills?
Managed Skills are serverless LLM function calls hosted on Vivgrid, allowing tools to run in the cloud with centralized security, auditing, and instant updates. Every agent receives skill updates immediately without requiring redeployment.
How does Vivgrid help developers?
It offers managed skills, observability, debugging, evaluation, safety guardrails, orchestration, and deployment monitoring without requiring infrastructure expertise. Developers can focus on building agent workflows rather than managing backend systems.
Which LLMs does Vivgrid support?
Vivgrid supports frontier models including GPT, Claude, Gemini, and DeepSeek families via a single framework-agnostic API, served from geo-distributed providers with low latency.
Can I use Vivgrid for multi-agent orchestration?
Yes, Vivgrid facilitates composing multi-agent workflows with stateful memory and context-aware routing, enabling flexible agent interactions and coordination.
Is Vivgrid suitable for enterprises?
Yes, Vivgrid is designed for enterprises that require centralized hosting, access control, and audit trails for agent tools, ensuring security, compliance, and faster iteration cycles.
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