... 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 ... ... creator workflows, the scary version of AI video editing is not just bad edits it s edits that slowly erase the creator s style. If the plan preview can show which choices are being made for speed vs

... dbul): @ss_df  Defining pipeline began in April and entire process ran until three weeks ago, but we did the VC/angel calls in a three week window to avoid it distracting from building. I think the money was squared away well in advance verbally, but actually receiving it in bank and signing sub docs took a long time as people manage their own cash flows! Comment from Dan Bulteel(@dbul): @borja_diazroig  Careful research of who you take ... ... 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