... scene changes (camera cuts, angle changes, lighting shifts) without sending a single frame to a server. How it works: - Extracts frames at configurable intervals (default: every 0.5s) - Computes 24-bin RGB color histograms for each frame - Calculates chi-squared distance between consecutive frames - Flags changes above threshold as scene cuts or dissolves - Shows before/after thumbnails for each detected scene change All processing happens in the browser using Canvas API. No backend needed. 3. YouTube Chapters Export We already ... ... strong especially the pain English structured edit plan user approval execution loop. If you extend the Co-Pilot, the next big win would be multi-video story assembly (auto picking best clips across folders/projects) or auto social variants (TikTok vs

... connected to you. Comment from Dan Bulteel(@dbul): @tim_holmgren1 Thanks as always Tim! Comment from Matt Carroll(@catt_marroll): im not in the UK so no real comment on that front.  im sure you considered bootstrapping vs raising. do you feel like you made the right choice? or maybe put another way have you gained new info that would change your calculation for a subsequent project?  Comment from Dan Bulteel(@dbul): @dharmendra_chaudahri  Look online ... ... First time doing it so I m sure there will be moments ahead where you reflect more deeply on the decision, but so far it s felt like an advantage and not limiting. I think had it been VC vs