Feels like a minor glimpse into what's involved in running tech companies these days. Sure this list could be much simpler, but then so would the scope of the company's offerings. So AI would offer enough accountability to replace all of this? Agents juggling million token contexts? It's kind of hard to wrap my head around.
Agents run tools, too. You can make an LLM count by the means of language processing, but it's much more efficient to let it run a Python script.
By the same token, it's more efficient to let an LLM operate all these tools (and more) than to force an LLM to keep all of that on its "mind", that is, context.