While working on Forgd, there's absolutely been bottlenecks in development. One main instance that comes to mind is the amount of human-level testing that needs to be done after changing one aspect of the application. This feels like something that could largely be automated, especially considering the rise of agentic AI in computer use. AI is becoming far more capable in QA, but is still limited visually - especially when running many automated tests like in CI/CD. I came to this realization when I implemented serverside encryption on Forgd, media failed to render in production. This could've been fixed with AI automated visual testing. The CI/CD pipelines of the old days aren't capable of catching visual errors.