Blog – Web & App Development Insights

Expert guides, practical tips and real-world stories from 25+ years of developing bespoke .NET web applications, mobile apps and digital solutions for UK SMEs.

Why Senior Software Engineers Should Stop Trying to Train AI Models (and Focus on Making AI Actually Useful)

8 Dec 2025

A pragmatic look at why most senior software engineers — especially solo developers and SME specialists — should not waste time training AI models, and should instead focus on using existing LLMs effectively with prompts, guardrails, RAG and system design.