AI & Automation

Guardrails for AI Content in Products

Abishek BimaliFounder & EngineerJune 2, 20262 min read
Guardrails for AI Content in Products

When a product generates content for users, it speaks in your brand's voice and carries your reputation. Guardrails are what keep a helpful feature from producing something embarrassing or harmful.

Constrain the input and the output

Be specific in your instructions, limit what the feature is allowed to do, and check the output before it reaches the user where the stakes are high.

Keep a human in sensitive paths

  • Require review for anything published or sent on the user's behalf.
  • Filter obvious problem content automatically.
  • Log outputs so you can investigate complaints.

Be transparent

Tell users when content is generated and give them an easy way to report a bad result. That feedback is your early warning system.

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Abishek Bimali

Founder & Engineer

Abishek founded SiteCraft Innovation and leads its engineering. He writes about building web and mobile products that hold up in production, for teams in Nepal and abroad.