It is not just about the LLMs anymore. The industry has evolved beyond Large Language Models to include orchestration, integration, and specialized capabilities. Not everyone will end up on the right side — diminishing returns are real — but commoditization will drive accessibility and affordability.
What I find particularly interesting is the “toolforming” phase: where agents autonomously create new tools to accomplish their missions. This goes beyond using existing tools — agents building their own tools to solve problems they encounter.
The comments sparked great discussion: is toolforming about agents discovering APIs, or actually creating entirely new capabilities? Could it eventually enable agents to self-organize entire teams?
Originally posted on LinkedIn.