

Microsoft Foundry Outlines Four Runtime Levers for Lower-Cost AI Agents
Microsoft Foundry frames lower-cost AI agents around four runtime levers: model selection, caching, optimization, and evaluation-backed observability.

Christos Panagiotidis
9 min read


Grok 4.6 Enters Public Preview in Microsoft Foundry Models
Grok 4.6 enters Microsoft Foundry Models in public preview with multimodal input, a 200K context window, and a focus on long-horizon agent workflows.

Christos Panagiotidis
8 min read


Azure Private Subnets: Replacing Default Outbound Access with NAT Gateway
Build a private Azure subnet with no implicit internet access, prove outbound failure, add StandardV2 NAT Gateway, validate deterministic egress and SNAT behavior, and analyze native flow logs.

Christos Panagiotidis
9 min read








