The most obvious trade of 2026 was right in front of you
If you used tools like OpenClaw or Claude Code, you saw the bottleneck firsthand
A few months ago, you were hitting rate limits constantly, watching agents compact the context every few minutes
It was clear that memory was a huge constraint
Every token the model generates has to read the entire context back out of memory before it can produce the next one
The longer the agent runs, the heavier that read gets
That is why memory was the bottleneck on how good these agents could get
Demand for HBM went exponential and by using these agents, you saw that trend before the analysts
CPUs do the other half of the agentic work
They run the loops, call the tools, parse the outputs, and decide what to feed the models at each step
The whole stack matters and comes together to make agents amazing
GPUs for the math, HBM for the context, CPUs for the orchestration
We saw GPUs have their run in 2023-2025
When Agents went mainstream, it was CPUs and HBM time to shine
I could have capitalized on this more. I could've loaded the boat on
$AMD $INTC $MU $SNDK when I saw the constraints on these agents
I came away with $25k in profit
My biggest trade ever
But I can't help but think of how I could have capitalized more if I would have recognized what the agents were signalling to me
In the age of the AI Revolution, the people who understand how the systems actually work will see the next trade before the people writing about it
Don't miss the next one