Start with the constraint.
Understand the system, its users, and the decision that needs to be made. A tool is useful only in that context.
About CaeliCodeWorking principles
The approach
Good work starts
with good habits.
Keep change reversible.
Work in reviewable steps, with useful checkpoints and a clear recovery path.
Treat operations as design input.
Plan for visibility, ownership, failure, and handoff while the system is taking shape.
Automate with intention.
Make repeatable work reliable while keeping consequential decisions understandable.
Write for the next engineer.
Keep the implementation, reasoning, and runbook close enough that someone else can take ownership.
Be precise about the result.
Distinguish working functionality, untested implementation, and planned work. Give each claim the context it needs.