Building a video transcription tool taught me that simplicity matters more than adding endless features. Users want to upload a video, get an accurate transcript, and use the text immediately. But accuracy is only part of the experience. Clear workflows, fast processing, and useful output formats matter just as much. That’s why I built MP4ToText as a focused tool instead of another complicated AI platform. The biggest lesson? Solve one problem well, keep the workflow simple, and improve based on real user needs.
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See allBuilding CalculatorAI — an AI-powered financial workspace that connects 75calculators, 11 trackers, and 14 document tools in one place. Users can calculate, save results, track progress, import financial documents, and ask AI about their own numbers. We also made every calculator and document generator free to embed on any website. https://calculatorai.app https://calculatorai.app/embed Would love to hear your feedback! 🚀
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See allThe auto-posting part is the interesting half of this. Once shorts are landing on TikTok without a human in the upload loop, the public comment thread becomes the only place you can see whether a batch actually landed with people. The in-app view is a collage: nested replies collapse, screenshots lose the parent, and you cannot tell if two remarks are answering the same line. I have been treating those public threads like a log instead of a poster. Expand the branch, read the parent before quoting the child, and keep a list-shaped view when the native page refuses to behave. The one I keep bookmarked for public TikTok comment pages is TikTok Comment Viewer. It does not replace the scheduler. It just makes the conversation after the post readable as a list. If Shorts-lol already surfaces comment order in the analytics dashboard, that would close the loop. If not, the list view is the missing piece after you hit publish.
Does it handle articles behind a paywall that I have already saved? That is honestly most of my read-later list
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