Orchestration Is the New Battleground: What Mistral and Microsoft’s Agent Push Means for LLM Application Engineering
Mistral’s Workflows, Microsoft’s governed agent identity, and Gemma 4’s local multimodal capabilities all point to the same shift: orchestration and reliability are now core product requirements for AI applications. Here’s what it means for engineers and consultants building production systems.