// INSIGHTS
Insights on web development, AI automation and digital strategy.
AI models like GPT-4 and Claude have training data cutoffs that can be months or years behind current technology. Understanding these limitations is crucial for developers relying on AI-assisted coding and architectural decisions.
Your website might be losing visitors and rankings without you knowing. Use our free SEO Checker and PageSpeed Test to find out what is holding your site back and what you can do about it.
Learn how to build robust multi-LLM orchestration workflows in n8n with proper fallback strategies, cost optimization, and error handling. Complete architecture guide with real production examples.