Lately, it feels like more clients assume video editing should be quick now because AI tools can generate captions, b-roll, voiceovers, clips, and rough edits faster than before.
But even with AI helping parts of the workflow, good editing still takes time.
Anyone else noticing this shift with client expectations recently?
I’ve been noticing something lately with AI products.
People used to care a lot about which model a company was using or how “advanced” the tech was. Now it honestly feels like most users want something fast and simple that helps them create content without needing 10 different tools open.
Seeing platforms like Vidnix AI combine video, images, voice, and editing into one place really shows where the market seems to be heading.
Curious if other builders here see it the same way or not
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I’ve been exploring ways to reduce the amount of manual QA and constant test maintenance, especially for UI-heavy apps where things break often.
Most setups I’ve used either rely on scripts that become brittle over time or require a lot of manual checking after each update.
Lately, I’ve been working on something called Ito AI that tries to approach testing a bit differently by interacting with the app more like a real user instead of relying purely on predefined test cases.
Still early, but I’m curious, has anyone here found a setup that actually reduces QA overhead without creating more maintenance in the long run?
Would love to hear what’s working or not working for you.