Unsupported claims
Add grounding and evidence checks instead of asking for confidence.
Troubleshoot
Fix the workflow, not just the prompt
Use failure symptoms to identify missing context, evidence, controls, or architecture.
Stale facts
Use current authoritative sources and record observation dates.
Unsafe actions
Lower autonomy and add permissions, approval, rollback, and stops.