Sandbox, Daily Challenge, and Automation

Sandbox provides room to experiment with layouts, systems, and mountain ideas outside the campaign's normal pressure. Daily Challenge gives every operator a shared deterministic problem to solve and compare.

Use both modes to learn causes, not just outcomes. Record the objective, constraints, and changes that produced the result.

• Sandbox: explore and prototype
• Daily Challenge: solve a shared fixed problem
• Campaign: build a durable operating company
• Field Guide: inspect deeper rules and references

Automation reduces repetitive operating work after you understand the conditions that make a choice safe. It does not remove the need to monitor outcomes or respond when the mountain changes.

Automating a weak policy repeats the weakness faster. Establish a useful threshold, observe several cycles, then review exceptions.