Vivgrid

What is Vivgrid?

Vivgrid is an AI agent infrastructure platform designed to help developers and startups confidently build, observe, evaluate, and deploy AI agents. It provides a comprehensive suite of tools and services that address the challenges of developing resilient and scalable AI systems, from prototype to production.

How does Vivgrid work?

Vivgrid provides an integrated environment for managing the entire lifecycle of AI agents. Key components and functionalities include:

• AI Observability and Debugging: Vivgrid offers full visibility into the inner workings of AI agents, allowing developers to trace every decision, debug each step, and understand why agents succeed or fail. This includes tracking prompts, API calls, memory fetches, and tool usage.
• Evaluation and Guardrails: The platform automates performance scoring and quality checks, enabling developers to test, validate, and enforce safety measures. This includes running human-in-the-loop evaluations and implementing safety guardrails like refusal rules and content filters.
• Multi-Agent Orchestration and Memory: Vivgrid supports the composition of smart agents with stateful memory, allowing developers to orchestrate multi-agent workflows for various applications like support, billing, and analytics. Context-aware memory retrieval enables agents to remember, reason, and dynamically route tasks.
• Deployment and Monitoring: With Vivgrid, developers can deploy AI agents on a global GPU network with low-latency inference (less than 50ms). Real-time tracking of latency, cost, and usage metrics allows for continuous monitoring and optimization of agent behavior.

Why choose Vivgrid?

Vivgrid addresses several key challenges in AI agent development:

• Simplifies AI Agent Development: Instead of stitching together various tools and frameworks, Vivgrid provides a unified platform that covers observability, debugging, evaluation, testing, and deployment.
• Enhances System Resilience: By offering AI observability, developers can track agent reasoning chains and uncover reasons for success or failure. Debugging errors becomes faster with step-by-step visibility.
• Enforces Safety: Automated performance scoring, quality checks, and safety guardrails ensure that AI systems behave as expected and adhere to safety standards.
• Provides Global Low-Latency Inference: Vivgrid’s globally distributed inference infrastructure delivers low latency and reliable scaling for AI agents.

Who is Vivgrid for?

Vivgrid is suitable for:

• Developers looking to build, test, and deploy AI agents with precision.
• Startups aiming to accelerate their journey from AI agent prototypes to production systems.
• Organizations seeking to orchestrate multi-agent workflows for various applications, such as customer support, billing, and analytics.

How to use Vivgrid?

1. Sign Up for Early Access: Gain access to Vivgrid and receive $200 in free credits to start building AI agents.
2. Build and Test AI Agents: Utilize Vivgrid’s tools to build, test, and debug AI agents with full observability.
3. Evaluate and Guard AI Systems: Implement automated performance scoring, quality checks, and safety guardrails to ensure AI systems behave as expected.
4. Deploy AI Agents Globally: Deploy AI agents on Vivgrid’s global GPU network with low-latency inference, and monitor their performance in real time.

Key Features of Vivgrid

• AI Observability: Gain full observability into prompts, API calls, memory fetches, and tool usage.
• Automated Performance Scoring: Automate performance scoring and quality checks to maintain high standards.
• Multi-Agent Workflows: Orchestrate multi-agent workflows for various applications.
• Global GPU Network: Deploy AI agents on a global GPU network with low-latency inference.

Frequently Asked Questions (FAQ)

• What is Vivgrid? Vivgrid is an AI agent infrastructure platform that helps developers and startups build, observe, evaluate, and deploy AI agents with confidence.
• How does Vivgrid help developers? Vivgrid offers AI observability, debugging, evaluation, testing, and deployment capabilities, all in one platform.
• Which LLMs does Vivgrid support? Vivgrid supports GPT-5, Gemini 2.5 Pro, and DeepSeek-V3.
• Can I use Vivgrid for multi-agent orchestration? Yes, Vivgrid supports multi-agent workflows for applications like support, billing, and analytics.
• Is Vivgrid suitable for startups? Yes, Vivgrid accelerates the journey from AI agent prototypes to production systems, safely and confidently.
• Do I need infra expertise to use Vivgrid? No, Vivgrid simplifies the process of building and deploying AI agents without requiring extensive infrastructure expertise.

By using Vivgrid, developers can avoid the complexity of stitching together various tools and frameworks, and instead focus on mastering the mental model needed to ship resilient AI systems. With its comprehensive suite of features and global infrastructure, Vivgrid empowers developers and startups to turn their AI agent ideas into real products with confidence.