Kair Akhmettayev

Why Cheaper AI Code Generation Does Not Necessarily Reduce

In many AI-assisted workflows, code generation is no longer the only bottleneck. Assistants read repositories, edit files, run commands, and write tests. Agentic systems plan, call tools, retrieve mor