AI Agents and MCP, Explained Properly
"Agent" and "MCP" are now in every product announcement and rarely defined. Here is what they actually mean, what changes when you use them, and the costs that do not appear in the demo.
Md. Ashraful Alam Shemul
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Models, agents and the tooling around them — what actually works in production.
"Agent" and "MCP" are now in every product announcement and rarely defined. Here is what they actually mean, what changes when you use them, and the costs that do not appear in the demo.
Md. Ashraful Alam Shemul
Self-hosting looks cheaper right up until you do the arithmetic on idle GPU time. Here is the actual break-even, the three reasons that are genuinely good, and the ones that are not.
Md. Ashraful Alam Shemul
The three leading tools are not really competitors — they occupy different surfaces, which is why most professionals run two. Here is how to pick which two, and what none of them fix.
Md. Ashraful Alam Shemul