Best tools for tracking applications? - what worked for you?

I am looking for free tools that do not spam me. I would rather hear the honest version than the polite one. I do not want to pay for premium features. Are there tools to avoid?

Thanks for writing this out. I went through something close to it last year, and it settled down once I kept a simple log of every call and form.