9 min read · June 3, 2026 · Sebastian Kohlmeier    Shipping an AI agent is the easy part. Keeping it accurate, safe, and accountable in production is where teams get stuck. Agents are non-deterministic. Their behavior shifts as models update, tools change, and traffic patterns evolve and most of that drift happens silently, long after the dem...

Announcing public preview of Azure AI Foundry Observability, a unified solution for governance, evaluation, tracing, and monitoring in AI development. This innovative tool empowers teams to confidently ship production-grade AI by providing continuous visibility across the entire AI application lifecycle, from model selection to real-time debugging.