A platform team wants a maintenance agent that reads a repository, edits files, runs shell commands, and resumes long sessions. It must run inside the team's own process and infrastructure, and the team does not want to write or maintain the tool-execution loop, file and shell tools, permission checks, or session handling themselves. Which approach fits best?