Your AI Has More Context Than Ever. It Still Does Not Know Your Standard. Context and Rules Are Not the Same Thing.

The promise of more context is compelling.

If the AI can see more of your codebase before it generates, it should produce output that fits better. It should pick up on the patterns. It should infer the conventions. It should understand from what already exists how new things should be built.

This is the argument behind tools that give the AI access to your entire project. More files. More history. More awareness of what surrounds the code it is about to write. The assumption is that more context produces more consistent output.

The assumption is partially right and fundamentally incomplete.

More context does help the AI make better local decisions. It can see that you use TypeScript strictly. It can see that you have hooks in a certain folder structure. It can pick up on some of the surface-level patterns and extend them.