News
18 Coordination Technologies Africa Can Now Build with AI
1+ hour, 22+ min ago (580+ words) The most useful reframe of development economics I've encountered: Many Western institutions are machines that solve five problems: AI does not replace these. AI may become the operating system that allows lower-income countries to skip the expensive bureaucratic stages that…...
" Edu Continuity Simulator " AI-Powered Student Success & Academic Risk Prediction Platform
1+ day, 1+ hour ago (420+ words) What I Built The vision behind this project is simple: Instead of waiting for students to fail courses, drop out, or fall behind, the system provides early warnings and actionable insights so that academic advisors, teachers, and administrators can intervene…...
The Grant Was Still Valid. The Source Had Changed. *CLAIM-24 pre-registration " Self-Correcting Systems series*
4+ day, 6+ hour ago (537+ words) A time-to-live grant has an expiry date. When the clock runs out, the gate blocks. But a grant can become wrong before the clock runs out. The source condition that justified the grant may have changed " a role reassigned, a…...
Receipts beat scheduled optimism
1+ week, 1+ day ago (220+ words) The fastest way to lose trust in an automation is to mistake a schedule for a result. We have been rebuilding our execution stack around one rule: if a worker cannot show the exact action it took or the exact…...
How I Built a Pakistan Internet Speed Test Platform at 16
2+ week, 3+ day ago (92+ words) While learning SEO and frontend development, I started building a Pakistan-focused internet speed testing platform. The goal was simple: Create dedicated ISP pages for PTCL, Nayatel, Storm Fiber, Jazz, and other Pakistani providers with localized speed testing and troubleshooting tools....
The Folly of Global AI Platforms: Or How We Built a System That Actually Works in Cameroon
2+ week, 4+ day ago (36+ words) The Problem We Were Actually Solving What We Tried First (And Why It Failed) What The Numbers Said After What I Would Do Differently Made with love and Ruby on Rails. DEV Community " 2016 - 2026....
The Bane of International Payment Systems for Open Source Developers in Sub-Saharan Africa
2+ week, 5+ day ago (1067+ words) The Problem We Were Actually Solving The project 'Open Aid' is an OSS platform to help non-profits collect and allocate funds more efficiently to grassroots projects in sub-Saharan Africa. We decided to allow contributors to receive funding through the platform…...
Which global AI principles fail in weak-regulation countries like Nigeria and why?
1+ mon, 5+ day ago (332+ words) 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: It sounds solid and reassuring. But the uncomfortable…...
The African Developer Tax
1+ mon, 1+ week ago (329+ words) Nobody talks about this enough. Being a developer in Africa isn't just about writing code. There's an invisible tax you pay every single day that developers in other parts of the world don't think about. The infrastructure tax Your internet…...
The Importance of Whistleblower Protections in Promoting Transparency and Accountability
3+ mon, 5+ day ago (700+ words) Introduction The role of whistleblowers in exposing corruption, misconduct, and other forms of wrongdoing is crucial in maintaining transparency and accountability in various sectors, including government, business, and non-profit organizations. However, whistleblowers often face severe repercussions for their actions, including…...