Thoughts on inference infrastructure, multi-model AI, and building from Nigeria for the world.
Subscription fatigue is real. Here's why credit-based AI access fits how people actually use models.
How tool-calling agents turn a single conversation into multi-step automation — and what it takes to run them in production.
Inference is where AI becomes real. Here's what it means, why it's hard to get right, and what separates production systems from demos.
Relying on a single AI provider is a strategic risk. Here's why unified multi-model access is becoming essential.
Geography doesn't determine engineering quality. Here's how African teams are shipping world-class AI infrastructure.