4 articles
07 October 2026
One giant model with 20 tools hits a wall in production: latency, cost and tool-selection accuracy. A small-model router fixes all three by pruning tools and tiering execution.
20 September 2026
AI agents don't click through your web app — they call your endpoints. Here is why traditional REST APIs fail agents, and the four principles of an agent-native API layer.
15 May 2026
RAG vs fine-tuning: understand the difference, when to use each, and how to choose the right AI architecture for your specific business use case.
26 April 2026
Only 6% of enterprises can switch AI vendors without disruption. Build portable AI architecture, leverage MCP standards, and avoid lock-in traps in 2026.