Vivgrid - AI Edge Infrastructure

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.