One of the most impactful applications of MCP is its ability to connect AI coding assistants directly to developer tools.

One of the defining features is its native long-context capability, with a maximum length of 512,000 tokens, 2X OpenAI's GPT-5 family.

My initial tests revealed the text and prompt adherence was not noticeably better than Midjourney, the popular proprietary AI image generator

AI coding requires a serious structural change. Where does that leave entry-level developers and the software industry as a whole?

Arora explains this as a difference between searching for a path versus already knowing roughly where the destination lies.