I built a Gem in twenty minutes to handle a framing problem I'd been fighting for months. That part worked. What I didn't expect was what happened when I started giving it stakeholder feedback — and asking it to improve its own instructions.

My phone was 96% full and I was leaving for vacation in a few days. The reason I couldn't clear it was an external hard drive I'd been avoiding for years — 25 years of photos, buried in backups of backups, scattered across 30-plus folders. I gave myself the weekend and let AI do the heavy lifting. It recovered 2,101 photos I didn't know I had — including the full Morocco trip I thought was only 304 photos. The number that mattered most: zero deletions.