Practical breakdowns of AI systems for content, commerce, and marketing workflows — build logs, teardowns, and the engineering behind tools like InstaScribe.https://andriiartemenko.com/en-ushttps://andriiartemenko.com/blog/ffmpeg-for-ai-video/https://andriiartemenko.com/blog/ffmpeg-for-ai-video/Most AI video workflows start before the model call. FFmpeg is often the hidden layer that makes the system usable.Tue, 07 Jul 2026 00:00:00 GMTffmpegvideo automationAI workflowshttps://andriiartemenko.com/blog/what-ai-tools-get-wrong/https://andriiartemenko.com/blog/what-ai-tools-get-wrong/Most AI content tools optimize the model call. The workflow around it is where the real leverage hides.Sun, 05 Jul 2026 00:00:00 GMTai contentautomationworkflow