Most AI developer platforms dump more tools on you. Vivgrid goes a different route. It focuses on the mental model you need to ship resilient AI systems.
You get full visibility into what your AI agents are actually doing. Every prompt gets traced. Every API call. Every memory fetch. Every tool usage step. When something breaks, no guessing required. The debugging shows exactly where the agent's reasoning went sideways. Automated scoring catches performance issues before they hit production.
Safety matters here. Vivgrid includes refusal rules and content filters as guardrails.
Picture this: you're a senior AI engineer at a fintech startup building a customer service agent. Your bot suddenly starts giving weird responses about loan applications. With Vivgrid, you can trace the exact reasoning chain that led to the problem — maybe it's pulling outdated information from memory or misinterpreting a prompt. The human-in-the-loop evaluations would've caught this before customers saw it.
The global GPU network delivers inference in under 50ms. Tokyo gets 30ms. Los Angeles 35ms. Paris 22ms. Real-time monitoring tracks latency, costs, and usage across your deployments.
Vivgrid's in early access right now. You can't just sign up and start using it immediately. Early users get $200 in free credits to test it out. The focus on mental models over feature bloat makes this worth watching for teams tired of stitching together multiple observability tools.
