Mwangaza
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Practical guides, templates, and case studies for people who build things. Learn to ship real projects with AI.

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"Scientia et potentia humana in idem coincidunt."

— Francis Bacon, Novum Organum (1620)

Human knowledge and human power come to the same thing.

· Featured

Build for Where AI Is Heading

Anthropic's Project Glasswing shows what Mythos-level AI can do with code. The security findings made the headlines. What matters more is what this means for builders.

Kye April 8, 2026 4 min read
Getting Started

Build Real Things With AI

Why Mwangaza exists. AI has changed how we work with computers. This is a place for builders who want to use it.

 Case Studies

Building TARA: From Dashcam to Investment Decision in 5 Minutes

How a transport engineer used AI as a building partner to create a rapid road appraisal tool. The workflow, the collaboration, the failures, and what domain experts can take from it.
"The cost of building software has fallen to near zero. The cost of not knowing how has never been higher."
The Mwangaza Thesis Read the full manifesto →

Recent Articles

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Getting Started

Build Real Things With AI

Why Mwangaza exists. AI has changed how we work with computers. This is a place for builders who want to use it.

Kye · 3 min · Apr 2
Case Studies

Building TARA: From Dashcam to Investment Decision in 5 Minutes

How a transport engineer used AI as a building partner to create a rapid road appraisal tool. The workflow, the collaboration, the failures, and what domain experts can take from it.

Kye · 16 min · Apr 2

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