Non-Technical to Technical

What are tools are concepts used commonly by Technical PMs?I often see roles for Technical Product Managers and although I'm not afraid of APIs and Cloud most of my experience has been on customer experience, marketing and operations.I would love for technical PMs to share what concepts, terms, tools you use to help you excel in your jobs?What advice would you give to help other PMs transition into Tech PM roles?