2026

Language models on their own are powerful, but limited. They can only work with text that is directly provided to them and respond with text in return. They cannot open files, browse a codebase, or run commands on a system. If you ask a standalone language model to read a file or execute code, it will state that it does not have that capability. In essence, a language model is intelligent, but isolated from the real working environment of a developer.