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MCP and A2A Are Layers, Not Rivals
The consolidation under open standards settled the protocol question. MCP solves tool access; A2A solves agent collaboration. Here is how they stack in production.

Why I'm Excited About MCP
A standard way to hand a model your files, your tools, and your prompts, without custom glue code holding it all together.

OpenAI Wants to Build Its Own AI Chips
There are not enough GPUs to go around, so the company behind ChatGPT is looking at making the hardware itself.

Windows to Linux: What Changed in How I Work
I started on Windows 10 and 11 and thought I had everything I needed. Then the projects got complex enough to show me otherwise.

Why C++ Still Matters: The Backbone of High-Performance AI and Systems
From llama.cpp and TensorRT to low-latency game engines, modern C++ remains the undisputed champion of bare-metal control and zero-cost abstractions.

How to Install MySQL on Kali Linux
Kali ships with MariaDB, and it conflicts with MySQL. Here is the sequence that finally worked for me.
