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Before a video reaches an audience, it needs to be reviewed. Hate speech, violence, explicit content, and misleading metadata all need to be caught before publishing. For small libraries, manual review works. For libraries with hundreds or thousands of videos, it doesn’t. Human reviewers tire, vary in…

Every time your UI changes state (a photo opens, a panel slides in, a filter is applied), the user’s brain has to re-orient. A jarring instant swap forces that work on them. A well-designed transition does it for them: It communicates what moved, where it went, and why the current…

Every few weeks there’s a new image model everyone says you should be using: FLUX, Recraft, Ideogram, GPT Image. Each one has different strengths, different tradeoffs, and another decision for developers to make before they’ve even written a line of code. So when I started experimenting with Cloudinary’s…

If you’re a business that relies on third-party visual content, the same seller photos and partner videos that fuel your growth can also be your biggest bottleneck and risk.   Submitted from dozens or hundreds of different sources, these visual assets arrive at varying  levels of quality and consistency,…

Cloudinary’s new integration for Klaviyo brings customer and event data into dynamic visual templates to create personalized images and engaging GIFs for email campaigns. Marketers can turn approved designs into a reusable Cloudinary template, choosing which elements remain fixed and which become dynamic variables — such as name,…

Your agent calls an AI image or video model (OpenAI, Google, Runway, fal) and, a few seconds later, gets back a URL or a blob of base64. Feels like the job is done. It isn’t. That raw output will probably expire, it’s the wrong size and format for wherever…

Every product that lets users upload images eventually meets the same unwelcome guest: the upload you really wish hadn’t happened. A profile photo that’s actually a screenshot of something graphic. A “product shot” that’s spam. The naïve answer, just trust users and clean up later doesn’t scale past your first…

A promotional video goes live on social media with content that should’ve been flagged during review. The brand trends for the wrong reasons. Somewhere in the approval process, a step was skipped or a reviewer never saw the asset. For media publishers, the speed of content creation must…

Flutter apps run on phones, tablets, desktops, and TVs. One image size doesn’t fit all of those screens. A photo that looks great on a phone wastes bandwidth at that same resolution on a tablet, and looks blurry when stretched to a desktop. In this tutorial, you’ll build…