by Azalio tdshpsk | Apr 2, 2026 | Cloud
Computer vision teams face an uncomfortable reality. Even as annotation costs continue to rise, research consistently shows that teams annotate far more data than they actually need. Sometimes teams annotate the wrong data entirely, contributing little to model...
by Azalio tdshpsk | Apr 2, 2026 | Cloud
Artificial intelligence and related technologies are evolving rapidly, but until recently, Java developers had few options for integrating AI capabilities directly into Spring-based applications. Spring AI changes that by leveraging familiar Spring conventions such as...
by Azalio tdshpsk | Apr 2, 2026 | Cloud
The voice AI agents market is projected to grow from $2.4 billion in 2024 to $47.5 billion by 2034, a 34.8% compound annual growth rate. Yet only 1% of enterprises consider their AI deployments “mature” and fewer than 10% of AI use cases make it past pilot stage. The...
by Azalio tdshpsk | Apr 1, 2026 | AWS
Today, we’re announcing managed daemon support for Amazon Elastic Container Service (Amazon ECS) Managed Instances. This new capability extends the managed instances experience we introduced in September 2025, by giving platform engineers independent control over...
by Azalio tdshpsk | Apr 1, 2026 | Cloud
Service Fabric will end support for all clusters running on Windows Server 2022 on March 31, 2027. Customers must upgrade to Windows Server 2025 by this date to remain in a supported state. This change aligns Service Fabric’s Windows OS image support...
