AI & Productivity
Beyond the GIF: The Modern Guide to Light, Short Videos
GIFs are fun but outdated. Discover why MP4, WebM, and AVIF are lighter, faster, and sharper — the future of short video formats online
Read more →
Focus Areas
Recent Articles
Latest insights and practical guides
AI & Productivity
LLM Tokens: The Building Blocks of AI Language Models
Learn what tokens are in large language models (LLMs), how they affect cost, speed, and accuracy, and why understanding tokens matters for South African users of AI.
Read more →
AI & Productivity
LLM Hallucination: Why AI Sometimes Makes Things Up
Discover why large language models (LLMs) hallucinate, their real-world impact, and practical strategies to detect and reduce AI “hallucinations” in South Africa and beyond.
Read more →
Our Principles
How we approach technical content creation and knowledge sharing
🎯
Real constraints first
Start with actual limitations and requirements before exploring solutions
🔍
Show working, not just result
Demonstrate the process and reasoning behind every implementation
⚖️
Separate fact vs assumption
Clearly distinguish between proven facts and working assumptions
⚠️
Note limits & failure modes
Document when solutions break down and their operational boundaries