... here: Has anyone else found that their "simple" tool turned into a much larger "infrastructure" play once you saw how deep the problem went? Comment from Chris Payne(@chris_payne_emba): @jake_friedberg   Spot on, Jake. The 'feature vs. platform' trap is real, if you aren't building the infrastructure, you re just a utility that eventually gets Sherlocked or ignored. That s exactly why I moved from a coaching tool into AspectOS . I realized that 'AI augmented leadership ... ... product. They asked "can you just keep doing this?" That's when I knew. So I encoded 25 years of pattern recognition into an AI forensic engine. 4-layer check credential integrity, timeline consistency, location signals, resume vs