RunInfra — AI for Software Development

When you build software using AI coding agents, your agent repeatedly sends the same extensive context with every turn. Traditional infrastructure treats these requests statelessly, forcing you to pay full input token prices over and over while risking cold starts. RunInfra solves this problem through session-aware routing that keeps your repeat calls close to warm replicas holding your context, achieving cache hit rates up to 99.5 percent. By offering OpenAI- and Anthropic-compatible API keys, the platform integrates smoothly with popular coding agents like Claude Code, Codex, OpenCode, Aider, and dozens of other developer tools without requiring complex migration steps. You can choose between a flexible pay-as-you-go model starting with a $5 minimum credit top-up or fixed coding plans starting at $10 a month that include usage caps resetting every 5 hours and weekly. The service optimizes open models down to the GPU kernel, helping you lower your effective input token costs significantly. While cache hits are best effort and plan limits eventually require fallback to credits or free standby modes, the platform delivers high-speed inference tailored to the repetitive query patterns of automated coding loops.