An opinionated list of Python frameworks, libraries, tools, and resources
AI is being “regulated” on paper. But in reality? It is operating in the dark. Global AI frameworks from the OECD, UNESCO, and the World Economic Forum promise a future built on: Transparency Accountability Human oversight Risk-based regulation It sounds solid and reassuring. But the uncomfortable truth is These principles start to break the moment they hit environments like Nigeria. You are told
The Problem AI agents are moving from answering questions to taking actions — calling APIs, querying databases, executing code, managing memory. The security surface has shifted from "what the model says" to "what the agent does." Most guardrail solutions address the first problem. They filter content. They detect prompt injection. They moderate output. These are necessary but insufficient. The
By Micky Irons. Founder & sole inventor, Mickai. CEO, Trust-Agent.ai. When I started filing the patents that became Mickai, I didn't have a product brief. I had a question. Why is intelligence the only critical capability we lease? We don't lease our title deeds. We don't lease our identity documents. We don't lease the keys to our houses. We hold them. They're ours. They sit in our drawer, our sa
As the global community converges on London and Washington to debate the existential risks of frontier AI, a dangerous assumption has taken root: that AI safety is a universal constant. The prevailing belief is that if a model is "aligned" in a lab in San Francisco or London, it is safe for the rest of the world. My experience as a Systems Engineer and AI governance practitioner in Nigeria suggest
Ages ago when CSS grids came with a repeat() function to simplify defining repetitive columns and rows, I was not alone in wishing for this function to be made generic and work in any context. After seeing Wes Bos on BlueSky wishing for this exact concept, specifically for repeating segments in a shape() definition, I chimed in with my +1's on making repeat() generic across CSS Without delay, @no