Start with the real constraint
A safe automation is easy to stop and clear about what happened.
Rule, tool, or judgment?
Use ordinary rules for predictable steps; use language analysis only where varied language must be classified or drafted.
A practical first pass
- Document the current path and exception cases.
- Validate required fields at the boundary.
- Use an idempotency key for every run.
- Log inputs, decisions, outputs, and approvals without storing secrets.
What good looks like
A useful solution has one owner, a clear input, a visible result, and a safe stopping point. It should reduce effort or uncertainty without hiding a new risk. Test the smallest version in real work, keep the evidence, and expand only when the result repeats.