Just printed this out and added it to my go-to stack for thinking clearly about AI.
https://hubs.li/Q03zLVBV0
As a former VoIP founder now building in AI, I’ve been through platform shifts before — and this one’s big. Agentic systems aren’t just an upgrade to chatbots. They’re a whole new way of designing software, teams, and customer experiences.
If you're a founder, this article is a practical blueprint for going beyond GPT wrappers and building something real.
If you're a business leader, it’s a powerful crash course in what’s coming — and what’s already here.
A few ideas it sharpened for me:
- Orchestration > model choice
- Task completion is table stakes; adaptability is the differentiator
- Memory, modularity, and reliability are the next competitive edge
I’m working hands-on with this shift — both building with agentic frameworks and helping others make sense of the business implications.
It's not the shortest read, but it's a great guide for where things stand (right now).
Got another great read? Please do share!!!
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