> most "AI Agents" that make it to production aren't actually that agentic. The best ones are mostly just well-engineered software with LLMs sprinkled in at key points

I've been saying that forever, and I think that anyone who actually implements AI in an enterprise context has come to the same conclusion. Using the Anthropic vernacular, AI "workflows" are the solution 90% of the time and AI "agents" maybe 10%. But everyone wants the shiny new object on their CV and the LLM vendors want to bias the market in that direction because running LLMs in a loop drives token consumption through the roof.