I experiment with AI, automation, and code — then write about what I learn.
Nouman Labs is where I record my experiments bridging editorial strategy and software engineering. I build tools, break things, and share the process.
Essays
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The First Performance Review I Gave My AI Agent
I used to treat the “Generate” button like a slot machine handle. I had custom GPTs and well-crafted promtps setup, I would…
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New to Vibe Coding? Make Git Your Best Friend
If you are just getting started with “vibe coding”, you will eventually hit a wall where your project breaks and you can’t…
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Fixing Context Bottleneck with MCP Servers
As I move from “AI Power User” to “Systems Architect,” I’ve hit a major bottleneck: Context Friction. Creating on-brand content requires you…
Labs
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The First Performance Review I Gave My AI Agent
I used to treat the “Generate” button like a slot machine handle. I had custom GPTs and well-crafted promtps setup,…
-
New to Vibe Coding? Make Git Your Best Friend
If you are just getting started with “vibe coding”, you will eventually hit a wall where your project breaks and…
-
Fixing Context Bottleneck with MCP Servers
As I move from “AI Power User” to “Systems Architect,” I’ve hit a major bottleneck: Context Friction. Creating on-brand content…
About
From Geocities to Generative AI
I have been living on the internet since 2001. Back then, what hooked me was not just the technology — it was the power to tell stories to a global audience.
In 2012, I joined WPBeginner (Awesome Motive). For the last 13 years, I have been part of a team helping millions of people build their own presence on the web.
Now I am focused on bridging editorial strategy and software engineering — using LLMs to clean syntax, building workflow automation tools, and experimenting with Python, Docker, and the WordPress REST API.
I believe the best content creators of the future will not just be writers — they will be architects of content systems.
