As we push the boundaries of what’s possible with AI, it’s crucial to understand how these evolving concepts differ:
1. LLMs (Large Language Models):
Foundation models like GPT, Claude, and Gemini. Powerful at understanding and generating human-like text — but they don’t act on their own. They need a prompt.
2. Agentic AI:
A step further. These systems act with purpose, set goals, plan, decide, and even reflect. They’re built to operate autonomously — turning models into doers.
3. Model + Context Protocol:
An emerging design pattern. Instead of building a monolithic AI system, this approach dynamically pairs a powerful model with structured context — like memory, tools, goals, and constraints — enabling modular, scalable intelligence.
So, while LLMs are the engine, Agentic AI is the driver, and Model + Context is the road map and infrastructure that enables a smarter journey.
We’re not just building better tools.
We’re designing collaborators, explorers, and decision-makers.
Which of these are you most excited about?
As we push the boundaries of what’s possible with AI, it’s crucial to understand how these evolving concepts differ:
1. LLMs (Large Language Models):
Foundation models like GPT, Claude, and Gemini. Powerful at understanding and generating human-like text — but they don’t act on their own. They need a prompt.
2. Agentic AI:
A step further. These systems act with purpose, set goals, plan, decide, and even reflect. They’re built to operate autonomously — turning models into doers.
3. Model + Context Protocol:
An emerging design pattern. Instead of building a monolithic AI system, this approach dynamically pairs a powerful model with structured context — like memory, tools, goals, and constraints — enabling modular, scalable intelligence.
So, while LLMs are the engine, Agentic AI is the driver, and Model + Context is the road map and infrastructure that enables a smarter journey.
We’re not just building better tools.
We’re designing collaborators, explorers, and decision-makers.
Which of these are you most excited about?
