ai-engineering-fundamentals
The first production question is not how many agents you can orchestrate. It is whether one model can solve one valuable problem reliably enough to matter.
2026-04-21 · makeyourAI.work
ai-engineering-fundamentals
Fine-tuning can be powerful, but it often gets blamed for problems that actually belong to prompt design, retrieval quality, or product constraints.
2026-04-17 · makeyourAI.work
prompting-and-llm-interfaces
Routing between models is useful only after you know what the task is, how quality is measured, and where the real variance comes from.
2026-04-15 · makeyourAI.work
prompting-and-llm-interfaces
Prompting gets better the moment you stop treating it like clever phrasing and start treating it like interface design.
2026-04-10 · makeyourAI.work