What We Actually Find When We Audit AI-Generated Codebases
AI tools can build an app in a weekend. But what's actually in the code? We've audited enough vibe-coded projects to see the patterns — here's what breaks.
Insights, tutorials, and lessons from building AI systems and software across Africa.
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AI tools can build an app in a weekend. But what's actually in the code? We've audited enough vibe-coded projects to see the patterns — here's what breaks.
Transparent pricing benchmarks for software development, AI automation, and digital transformation projects across West Africa — based on 11 years of delivery.
A practical evaluation framework for selecting the right software development partner in Africa — from red flags to interview questions to contract structure.
Practical patterns for building web and mobile applications that work reliably across Africa's diverse connectivity landscape — from service workers to USSD fallbacks.
Practical AI automation use cases for financial services in Africa — with real ROI data, regulatory considerations, and implementation patterns from production deployments.
A structured framework for deciding whether to build an internal engineering team or partner with a software agency — with cost comparisons, timeline analysis, and risk factors specific to African markets.
A practical comparison of working with local African software agencies versus offshore teams from other continents — with data on hidden costs, delivery outcomes, and when each model works best.
Lessons from designing identity, payment, and education systems for Guinea — where connectivity is low and stakes are high.
How to set up Tailwind CSS v4 with Astro and create a custom design token system.
Cross-platform behavioral intelligence transforms scattered digital interactions into actionable insights about prospect intent, redefining social selling performance.
The fragmentation of social media tools silently weakens sales performance. Learn about the Digital Archipelago Effect and how unified intelligence can restore clarity.
A quick introduction to Astro 6 and why it's a great choice for content-driven websites.