Building With AI vs Building AI

What does "building with AI" actually mean for developers? There are two layers, and they're different skills. Layer one is building with AI: using it as a tool to help you write software. Layer two is building AI: putting AI features into your own code. On layer one alone, 77% of professional developers reportedly use AI tools every single day, and it transforms their workflow. This isn't a debate anymore, and getting good at it means understanding context windows, model choice, which tools to use, sub-agents, and the rest. #techwithtim #ai #softwareengineering