Maxim AI

Maxim AI is an evaluation, simulation, experimentation, and observability platform for teams building AI agents and LLM applications. It helps developers test prompts, simulate agent conversations, run evaluations, monitor logs and traces, and understand agent quality before and after production release. The platform is useful for founders and SaaS teams building agents, voice agents, chatbots, support assistants, internal copilots, and AI workflow products. Teams can run simulations across different scenarios and user personas, compare prompt versions, evaluate output quality, monitor production traces, and catch regressions before users are affected. Maxim also includes Bifrost, an LLM gateway for managing AI traffic across many models. This makes it useful for teams that want experimentation, evals, observability, and gateway control in one place instead of stitching together separate tools. For FutureStack, Maxim AI belongs in Developer Tools because it is built for serious AI product teams, not casual prompting. It is best for developers, technical founders, and product teams that need to test and monitor agent behavior while shipping production AI workflows.