UI Architecture That AI Coding Agents Can Actually Use

AI coding agents often struggle with sprawling diffs and undocumented state due to poor UI architecture and lack of module boundaries. To improve efficiency, codebases require bounded perimeters to prevent agents from wandering. Separately, using the Vast.ai CLI for GPU rentals requires prioritizing workload needs. Users should filter for reliability above 0.97, compatible drivers, and free inbound traffic. Sorting by hourly price ensures the cheapest instance is selected provided it meets all technical requirements for model weights.