CM
Chidozie ManagwuFounding writerSep 288 min read
Building with Claude: The Production Lesson Is Bigger Than Prompting
Most discussions about building with Claude begin with prompt engineering.
Foundation Models
Pretraining, scaling laws, instruction tuning, and the architecture of large general-purpose models.
4 articles
Chidiebere NjokuFounding writerAug 317 min read
Your AI Is Only as Good as Your Data Pipeline
The AI revolution over the past few years has been dominated by massive foundation models, trillion-parameter counts, and futuristic chat interfaces. Yet inside engineering teams…
AA
Adejoke AFounding writerAug 1911 min read
Why AI Projects Fail Before Model Training Begins
AI success depends less on the model you choose and more on the data foundations, governance, and business context you build before training starts.
Inside AI SystemsJul 238 min read
Multi-Head Attention To Flash Attention
What actually changes when you go from manual attention to a fused kernel
