Vivgrid - AI Edge Infrastructure

Serverless AI agent skills platform - improve in minutes, not release cycles

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Updated Jul 2026 · Added Jun 2026

vivgrid.com

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What is Vivgrid?

Vivgrid is a Managed Skills platform that enables enterprise AI agents to run tools in the cloud with built-in observability, evaluation, and globally distributed inference. It decouples system prompts, models, and tools from the client, allowing agents to improve in minutes without release cycles. The platform is designed for enterprises needing centralized hosting, access control, and audit trails, as well as startups looking to ship AI products faster without infrastructure overhead.

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Key Features of Vivgrid

Serverless LLM function calling
Globally distributed inference with <50ms latency
Full observability and debugging dashboard
Evaluation and safety guardrails
Managed Skills hosted in the cloud
Server-side system prompt and model management
Stateful memory scoped to agents and orgs
Multi-agent orchestration support
Centralized security and access control
Audit trails for compliance
Framework-agnostic API
Support for GPT, Claude, Gemini, DeepSeek models

Who Should Use Vivgrid?

Debug AI agent failures in minutes instead of days

Test agent behavior before production deployment

Update agent skills globally without client redeploys

Manage multi-agent workflows with context-aware routing

Securely host enterprise agent tools with audit trails

Monitor agent performance and customer interactions

Optimize agent cost and revenue impact in real-time

Manage API credentials and secrets centrally

Vivgrid: Pros & Cons

✓Pros

Ship agent improvements in minutes without release cycles
Trace every decision, prompt, and tool call in one place
Catch regressions before they reach customers
Globally distributed inference with <50ms latency
No infrastructure expertise required
Centralized security and compliance for enterprises
Removes need for dedicated infrastructure team
Memory scoped to agents and orgs, not just users
Support for multiple frontier LLMs via single API
Fast iteration enables quick revenue optimization

Frequently Asked Questions about Vivgrid

Can I update agent skills and system prompts without redeploying my client application?

Yes, that is the core value proposition of Vivgrid. The platform decouples system prompts, models, and tools from the client, so you can push updates to agent behavior and skills globally in minutes. This eliminates the release cycle bottleneck and lets you iterate on agent performance without touching deployed code.

Which LLMs does Vivgrid support for function calling?

Vivgrid supports GPT, Claude, Gemini, and DeepSeek models through a single API. This framework-agnostic approach means you can swap models or run multi-model agents without changing your integration code.

What happens when an agent fails or behaves unexpectedly in production?

The observability dashboard traces every decision, prompt, and tool call, so you can debug failures in minutes instead of days. You can also test agent behavior in evaluation before pushing changes to production, and the audit trails give you a complete record of what happened for compliance and troubleshooting.

Does Vivgrid charge per API call, or is it based on compute time?

Vivgrid offers a free tier to start, and approved open-source project maintainers receive $200 per month in free credits. Enterprise plans are available by contacting their sales team, but the specific pricing model for per-call or compute-based billing is not published on their site.