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noti.media is an independent publication about practical AI and automation, operated by its editorial team. Contact: editorial@noti.media. Our editorial standards and use of AI are described in our editorial & AI policy.

Everything we publish is informational and educational. It is not professional, legal, financial or security advice tailored to your situation. Tools, prices, model capabilities and APIs change fast in this space — always check the official documentation before making decisions that matter.

Articles are AI-assisted and human-reviewed, and disclosed as such. We work hard on accuracy and correct errors openly, but we provide the content "as is", without warranties of completeness or fitness for a particular purpose.

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To the maximum extent permitted by law, noti.media is not liable for damages arising from the use of the site or from acting on its content — including decisions about software, infrastructure or services described in our articles. Test in your own environment before deploying anything to production.

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