There’s huge difference between
- Do the task
- Develop the system to do the task
It’s essentially what “programmers” do: they don’t do the calculation, they program the computer to do the calculation.
LLM Agent create yet one more layer:
- Develop Prompt system/harness, such as Claude Code, Claude Skills, Normal prompts
- Agent (claude code) develop programs
- Program do the task