I'm doing the thing where you open a git branch from six months ago and immediately want to email your past self an apology. This is a code review of my own AI video pipeline — specifically the one I built to crank out viral social clips like the Werewolf Transformation Effect and the Ice Rose Effect for a client's TikTok account. Side note: this also doubled as a sloppy Facebook Ads Tool for their paid creatives, which is part of why it got so ugly. I've been writing video tooling for 12 years across hobby stacks, and this is still the worst pipeline I've shipped. Let's walk through it. The Original "Architecture" (and Why I'm Embarrassed) Here's the pseudocode I actually had in a file called pipeline_v3_FINAL_real.py . The name alone should tell you everything.…