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From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship

From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship Hook: Most "AI agents" you see on the internet are demos. Here's the single most common reason they never reach production — and a small, open-source harness that gets past it. We are past the phase where the hard part of building an AI agent was calling the model.

  • Output quality grading ensures safe shipping of AI agents
  • Human approval gate prevents unsafe actions without consent
  • Model-agnostic providers allow flexibility across multiple models

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