AI Won't Build Your House, But It Should Tell You What It'll Cost First
Why the most expensive construction mistakes happen before ground is broken, and how we designed Jengafy to move decisions earlier There's a familia…
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Building Coordination Infrastructure: What 32 MCP Servers Without a Bus Look Like
Thirty-two MCP servers for Kenya's coordination domains. Water. Health. Agriculture. Insurance. Land. Education. Transport. Tax. Labor. Market price…
Build Your First East Africa MCP Server in 30 Minutes
Every tool in the East Africa coordination infrastructure stack started from the same scaffold. Here's exactly how to build and publish one yourself…
# I Built a Legal OS for a Zimbabwean Law Firm — Here's What AI-Assisted Legal Research Actually Looks Like
My wife is a lawyer and partner at a law firm in Harare, Zimbabwe. She has been practising for over two decades, juggles her caseload with speaking…
Build Rails, Not Trains: A Framework for AI Infrastructure in the Global South
Build Rails, Not Trains: A Framework for AI Infrastructure in the Global South There's a question I ask before building anything: "What is missing?"…
Why 'Offline-First AI' Is No Longer Optional for the Global South
Why "Offline-First AI" Is No Longer Optional for the Global South There's a quiet assumption embedded in most AI development: that the people using…