Hand off the chore, not the core.
Some work is safe to offload completely. Some needs a check. Some should stay in human heads. Decide by risk, not convenience.
Offload freely
Low Stakes · Easy To Check
- Boilerplate and formatting
- Test data and scaffolding
- Summaries of things you know
Offload + check
Medium Stakes
- SQL and migrations
- Config and infrastructure changes
- Customer-facing drafts
Keep human
High Stakes · Hard To Verify
- Architecture and trade-offs
- Security and PII decisions
- Commitments to people
Source: POPIA ↗
Offload by risk, not by convenience.