Long-Running Tasks

Use when

• Running tasks that may take more than 10 minutes (model quantization, training, large builds)
• Starting processes that should continue even if the connection drops
• Monitoring background jobs and reporting progress

Don't use when

• The task completes quickly and fits within the normal tool timeout window.
• The task must be interactive (requires continuous prompts or TTY input).

Outputs

• Log files (e.g., task.log, build.log) should be saved in artifacts/ when possible.
• Final outputs should be written to artifacts/ for easy retrieval.

Templates or Examples

• Use the command patterns in the “Commands” and “Examples” sections as templates.

Strategy