Articles

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SystemsFeb 25, 2025 · 4 min read

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.

004 min read
MCP and A2A Are Layers, Not Rivals
SystemsFeb 22, 2025 · 3 min read

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.

003 min read
Why I'm Excited About MCP
SystemsJan 05, 2025 · 2 min read

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.

002 min read
OpenAI Wants to Build Its Own AI Chips
SystemsSep 20, 2024 · 2 min read

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.

002 min read
Windows to Linux: What Changed in How I Work
SystemsSep 05, 2024 · 4 min read

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.

004 min read
Why C++ Still Matters: The Backbone of High-Performance AI and Systems
SystemsMar 04, 2023 · 2 min read

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.

002 min read
How to Install MySQL on Kali Linux