An AI coding agent works through a shell, and whatever a command prints lands in the transcript. The transcript is the agent's context. It goes to the model, it may be logged, cached or summarized, ...
CodeForge is an Online Judge capstone project for practicing programming and judging submissions automatically. It has its own backend and uses QingDaoU’s Judge Server/Judger to compile code, run it ...