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Human Override Patterns for Agentic Workflows

Autonomy without escape hatches is automation with higher stakes.

Agents now run longer-horizon tasks: research, coding, content generation. The risk is not catastrophic failure. The risk is gradual drift from intent while accumulating irreversible actions.

Effective agent systems build override points by design:

Checkpoint gates
Pause for human review at natural decision boundaries
Confidence thresholds
Escalate when certainty drops below operational safety
State serialization
Enable pause, handoff, and resume across human/agent boundaries

The best agent UX resembles pair programming. The agent proposes. You approve or redirect. Autonomy stays real but bounded. The human remains the pilot, not the passenger.

Agents that cannot be stopped cannot be trusted.

Building agentic systems that need human oversight?

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