#observability

'Microsoft released the open-source Microsoft Agent Framework, merging AutoGen and Semantic Kernel features into a Python/.NET SDK and runtime to simplify production-grade multi-agent orchestration with Azure AI Foundry support.'

'Production AI agents depend far more on data plumbing, governance, and observability than on model choice—invest in engineering first.'

'Enterprises face urgent pressure to adopt AI or risk falling behind; success depends on compute, network, data quality, observability, and talent.'