Please ask the agent to help write a workflow script (GitHub Actions yaml or makefile or similar) instead of using it as a runner - if you do that the release pipeline changes with each execution. You do not want a non deterministic release pipeline that's mostly correct. You want one that's checked in to version control and always does exactly the same thing, with all logs and artefacts recorded.

By all means use whatever AI agent you have to help set that up.