When I built the AI agent for MindStash, one of the first design decisions was: which actions should require human confirmation?
The answer was simple. Any action that:
→ Destroys data (delete, bulk delete)
→ Is irreversible
→ Modifies multiple records at once
...gets a confirmation step before execution.
How it works:
- The agent calls the tool, but instead of executing immediately, the tool returns a "pending confirmation" status. The frontend shows the user what's about to happen and waits for explicit approval. Only then does the actual operation run.
- This adds maybe 50 lines of code to the tool-calling loop. But it prevents the #1 reason users lose trust in AI features: the AI did something they didn't want.
- If you're building AI agents that modify user data, add this pattern. The small friction is worth the trust.
Explore the app. it’s free! https://www.mindstashhq.space
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